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awesome-cuttalo/depscope

cuttalo/depscope

cuttalo/depscope cuttalo/depscope](https://glama.ai/mcp/servers/cuttalo/depscope) 📇 ☁️ 🏠 - Package Intelligence for AI agents. 22 tools across 17 ecosystems (npm/pypi/cargo/go/maven/nuget/rubygems/composer/pub/hex/swift/cocoapods/cpan/hackage/cran/conda/homebrew) — check health, vulnerabilities (OSV + CISA KEV + EPSS), typosquats, malicious flags, alternatives, known bugs, breaking changes, stack compatibility and error-to-fix. 31k+ packages, 2.2k+ CVEs enriched. Zero auth, MIT. Remote URL https://mcp.depscope.dev/mcp or stdio `npx depscope-mcp`.

JSON report • Policy • Badge metadata • History API •
• Global feed
DECISION SUMMARY

Block For Production

Score
53.3
Top 0.8% of 69,858 scored public servers
Confidence
High
Based on evidence completeness, recency, and validation density.
Evidence age
10.2h old
Freshness: fresh. Snapshot trustsnap_2a82d76e49614c35.
Top risk drivers
  • Tool Surface Design
  • Tool Snapshot Churn
  • Tool Namespace Clarity
Recommended actions
  • Make tools/list succeed unauthenticated when possible, or document the auth flow in the server card.
  • Fix the failing checks first, then revalidate to confirm the recovery path.
  • Compare tool enumeration outputs between runs and remove non-deterministic behavior.
Production decision
Block for production
failing live status + score below evaluation threshold
Current score
53.3
Snapshot trustsnap_2a82d76e49614c35
Next action
revalidate, add safeguards, export policy
Claim the profile to add evidence, trigger validation, and configure monitoring.
Compare alternatives Export policy Open report JSON
Observed Attention
Moderate observed attention
AI discovery detected. This MCP server has recently appeared in AI-assisted discovery or evaluation traffic on Verify.
  • AI crawler activity
  • profile / compare API / report JSON / policy / ledger inspection
Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.
Claim this profile to control the metadata agents are reading and publish verified ownership, security contact, policy metadata, badge status, and Intelligence API fields.
Risk Compatibility Evidence Fix it Governance
Status
Failing
Score
53.3
Transport
streamable-http
Tools
0

Current trust snapshot

Snapshot ID
trustsnap_2a82d76e49614c35
Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.
Snapshot generated
Aug 01, 2026 11:10:06 PM UTC
All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.
Last validated
Aug 01, 2026 01:00:03 PM UTC
Age: 10.17h • freshness band: Verified in last 24h • display score: 53.29
Production trust decision
Block for production
failing live status + score below evaluation threshold
Readiness class
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.

Canonical machine links

Compare index
/compare.json
Compare API
/v1/compare?server=awesome-cuttalo%2Fdepscope
Trust summary
/v1/servers/awesome-cuttalo/depscope/trust-summary
Report JSON
/v1/servers/awesome-cuttalo/depscope/report
Policy export
/v1/servers/awesome-cuttalo/depscope/policy
Badge metadata
/v1/servers/awesome-cuttalo/depscope/badge
Ledger evidence
/v1/servers/awesome-cuttalo/depscope/ledger
Human compare URL
/compare?server=awesome-cuttalo%2Fdepscope
SERVER OWNER FUNNEL

Own this MCP?

Claim ownership, prove control with a GitHub, DNS, HTTP, MCP metadata, or email-domain challenge, revalidate now, publish a badge, configure monitoring, and unlock a verified server profile.

1. Claim
unclaimed
with GitHub, DNS, or HTTP challenge instructions.
2. Revalidate
POST /v1/servers/awesome-cuttalo/depscope/revalidate
Verified owners get priority queueing after proof succeeds.
3. Badge
Verified by MCP Verify badge
Verified by MCP Verify - score 53.3 - last checked Aug 1, 2026
4. Monitor
Continuous Verify plan is self-serve: choose a tier, configure watches, add authenticated validation, trigger revalidation, and use the badge.
Paid profile
Verified Server Profile
Add verified publisher identity, security metadata, evidence packs, badge customization, and owner analytics without buying a better score.
Badge embed 
[![Verified by MCP Verify](https://verify.sentinelsignal.io/badge/awesome-cuttalo/depscope.svg)](https://verify.sentinelsignal.io/servers/awesome-cuttalo/depscope)
PUBLISHER READINESS

Publisher readiness checklist

3/7 readiness checks currently pass. Paid status never changes the objective score; it can add evidence, monitoring, badge analytics, and authenticated validation.

Publisher readiness checks for this MCP server
CheckStatusHow to improve
Ownership verified Needs work Prove GitHub, DNS, HTTP, MCP metadata, or domain-email control.
Fresh validation Ready Keep public evidence inside the 48h publisher launch window.
Healthy endpoint Needs work Remote endpoint should initialize and list tools reliably.
Score threshold Needs work Aim for score >= 70 before using production-readiness language.
Metadata complete Ready Publish description, homepage/docs, remote URL, and support metadata.
Risk posture reviewed Needs work Address OAuth, write-action, destructive-tool, and protocol findings.
Badge ready Ready Publish score and freshness badges only when current evidence exists.

Scan or claim this server Open badge kit

MCP TrustOps

TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.

Freshness band
Verified in last 24h
Policy SLA: 168.0h • confidence-weighted score: 37.3 • stale score suppressed: ✕
Policy exports
Export policy
Formats: json, rego, yaml, github_action, gateway_config, client_report
Runtime routing
/v1/decide
Returns allowed tools, blocked tools, approval requirement, and reason.
Hosted runtime
Verify Hosted MCP
Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.
Authenticated validation
✕
Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.
Active trust badges
Freshly Validated Write-Safe No Critical Risk
Semantic benchmarks
available
Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.
Supply chain
metadata signal
Deep scan checks are marked separately from public metadata signals.
Compliance metadata
✕
Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.
Alert subscription types
Status changes Score drops or recovers Freshness SLA breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes

MCP Runtime hosting

Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.

Activation readiness
✕
Trusted hosted runtimes require fresh validation, a passing server state, a remote endpoint, and a minimum score.
Minimum tier
TrustOps
Publisher claim plus paid TrustOps tier are required before secrets or releases can be created.
Hosted endpoint
/hosted/{namespace}/{name}/mcp
The endpoint enforces egress allowlists and records audit/usage events.
Blockers
score_below_hosting_threshold server_not_healthy_or_degraded latest_validation_not_passing
DeploymentStatusEndpointRelease
No hosted runtime deployments yet.

Production readiness class

Production readiness class
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Critical alerts
3
Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score
70.0
Based on 4 recent validations, 26 captured checks, and validation age of 10.2 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
10.2h
Lower age means fresher evidence.

Recommended for

Generic Streamable HTTP
Generic Streamable HTTP is marked compatible with score 83.

Client compatibility verdicts

Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.

Client compatibility: ChatGPT
Partially client-compatible
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
Confidence: medium (70.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initialize • OK
  • tools_list • Error
  • transport_compliance_probe • Warning
  • step_up_auth_probe • Missing
  • connector_replay_probe • Missing — Frozen tool snapshots must survive refresh.
  • request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.
Client compatibility: Claude
Partially client-compatible
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
Confidence: medium (70.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initialize • OK
  • tools_list • Error
  • transport_compliance_probe • Warning
Write-action publishing
Publishing allowed
Current write surface is bounded enough for cautious review with production policy controls.
Confidence: medium (70.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history
Disagreements: none
  • action_safety_probe • OK
Snapshot churn risk
Low
No material tool-surface churn detected in the latest comparison.
Confidence: medium (70.0)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
  • tool_snapshot_probe • Missing
  • connector_replay_probe • Missing

Why compatibility is limited by client

ChatGPT custom connector
Partially client-compatible
Remediation checklist
  • OpenAI connectors expect OAuth for remote server auth.
  • Dynamic client registration materially improves connector setup.
  • tools/list must succeed.
  • search fetch only is not yet satisfied
  • write actions present is not yet satisfied
  • oauth configured is not yet satisfied
Claude remote MCP
Partially client-compatible
Remediation checklist
  • tools/list must succeed.
  • A useful Claude integration needs at least one exposed tool.
  • search fetch only is not yet satisfied
  • write actions present is not yet satisfied
  • oauth configured is not yet satisfied
  • admin refresh required is not yet satisfied
Write-safe publishing
Ready
Remediation checklist
  • No explicit blockers recorded.

Verdict traces

Production verdict
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Confidence: medium (70.0)
Winning source: live_validation
Triggering alerts
  • server_failing • critical • Latest validation is failing
  • tools_list_regressed • critical • tools/list regressed
  • auth_mode_changed • high • Auth mode changed
Client verdict trace table
VerdictStatusChecksWinning sourceConflicts
openai_connectors Partially client-compatible initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe live_validation none
claude_desktop Partially client-compatible initialize, tools_list, transport_compliance_probe live_validation none
unsafe_for_write_actions Publishing allowed action_safety_probe live_validation none
snapshot_churn_risk Low tool_snapshot_probe, connector_replay_probe history none

Publishability policy profiles

ChatGPT custom connector compatibility
Compatible with review
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
  • Search Fetch Only: No
  • Write Actions Present: No
  • Oauth Configured: No
  • Admin Refresh Required: No
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No
Claude remote MCP compatibility
Compatible with review
tools/list must succeed.; A useful Claude integration needs at least one exposed tool. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
  • Search Fetch Only: No
  • Write Actions Present: No
  • Oauth Configured: No
  • Admin Refresh Required: No
  • Safe For Company Knowledge: No
  • Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture
Degraded
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
  • remote_http_endpoint: Passes
  • oauth_discovery: Degraded
  • frozen_tool_snapshot_refresh: Passes
  • request_association: Passes
Anthropic remote MCP fixture
Degraded
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
  • remote_transport: Passes
  • tool_discovery: Likely to fail
  • auth_connect: Passes
  • safe_write_review: Passes

Authenticated validation sessions

Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.

Latest profile
remote_mcp
Authenticated session used
✕
Public score isolation
✓
Preview endpoint
/v1/verify
CI preview endpoint
/v1/ci/preview

Public server reputation

Validation success 7d
0.0
Validation success 30d
0.0
Mean time to recover
n/a
Breaking diffs 30d
0
Registry drift frequency 30d
0
Snapshot changes 30d
0

Incident & change feed

TimestampEventDetails
Aug 01, 2026 01:00:03 PM UTC Latest validation: failing Score 53.3 with status failing.
Aug 01, 2026 01:00:03 PM UTC Score changed Score delta +0.1 versus the previous run.
Aug 01, 2026 01:00:03 PM UTC Auth mode changed Auth mode moved from unknown to public.
Jul 31, 2026 09:46:12 PM UTC Score changed Score delta +1.3 versus the previous run.
Jul 31, 2026 06:36:40 AM UTC Score changed Score delta +0.1 versus the previous run.

Capabilities

Use-case taxonomy
development web security automation

Security posture

Tools analyzed
0
High-risk tools
0
Destructive tools
0
Exec tools
0
Egress tools
0
Secret tools
0
Bulk-access tools
0
Risk distribution
none

Agent Commerce & Payment Readiness - Beta

Beta assessment. Verify separates commerce-adjacent context from observed payment execution. Usage, billing, pricing, card, wallet, or meter terms alone do not make a server payment-capable. This is not a certification of safety, compliance, or fraud prevention.

Overall
None
Auth posture
0
Payment readiness
10
Delegation safety
50
Tool risk
60
Commerce signal: weak Payment capable: none Payment execution: no Billing/usage context: no Quote/pricing context: no Numeric price context: yes Commercial quote context: no Checkout/charge signal: no Checkout term observed: no Human confirmation: unknown Spending policy: yes Receipt support: unknown Auth required: unknown Operator identity: declared Tool risk: unknown Delegation level: none
Detected payment rails
none detected
Purchase stages
none detected
Evidence level
inferred
Confidence
low

Warnings

No commerce-specific warnings generated.

Evidence

FieldValueSourceMatched termsConfidence
commerce_signalweakserver_metadatalimit, ratelow

Recommended operator fixes

Tool capability & risk inventory

No tool inventory available from the latest validation run.

Write-action governance

Governance status
OK
Safe to publish
✓
Auth boundary
public_or_unclear
Blast radius
Low
High-risk tools
0
Confirmation signals
none
Safeguard count
0

Status detail: No unsafe write-action governance gaps detected on the latest validation.

ToolRiskFlagsSafeguards
No high-risk tools were detected on the latest run.

Action-controls diff

Need at least two validation runs before diffing action controls.

Why this score?

Access & Protocol
31.5/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
13.88/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
24/36
How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.
Reliability & Trust
13.51/24
Operational stability, consistency, and trustworthiness over time.
Discovery & Governance
17.55/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
4/8
Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability
2/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
0.5/4
Grades machine-readable error structure, status alignment, and remediation hints.
Rate-Limit Semantics
2/4
Checks whether quota/throttle responses are deterministic and automation-friendly.
Schema Completeness
0/4
Completeness of tool descriptions, parameter docs, examples, and schema shape.
Backward Compatibility
4/4
Stability score across tool schema/name drift relative to prior validations.
SLO Health
1.3/4
Availability, latency, and burst-failure profile across recent validation history.
Security Hygiene
2/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
3.3/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
0.4/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
2.5/4
How well the server preserves core behavior in the presence of noisy traffic patterns.
Prompt Contract
2/4
Quality of prompt metadata, argument shape, and prompt discoverability for clients.
Resource Contract
2/4
How completely resources and resource templates describe URIs, types, and usage shape.
Discovery Metadata
4/4
Homepage, docs, icon, repository, support, and license coverage for directory consumers.
Registry Consistency
2/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
2/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
2.5/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
0/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
0/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
3/4
Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.
Recovery Semantics
0.4/4
Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.
Maintenance Signal
2/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
2/4
Directory presence and distribution clues that suggest the server is intended for external use.
Freshness Confidence
2/4
Confidence that recent validations are current enough and dense enough to trust operationally.
Transport Fidelity
4/4
Whether declared transport metadata matches the observed endpoint behavior and response formats.
Spec Recency
2/4
How close the server’s claimed MCP protocol version is to the latest known public revision.
Session Resume
4/4
Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.
Step-Up Auth
3/4
Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.
Transport Compliance
3/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
2/4
Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.
Advanced Capability Coverage
2/4
Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.
Connector Publishability
2/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
0/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
3/4
Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.
Request Association
3/4
Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.
Interactive Flow Safety
3/4
Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.
Action Safety
3/4
Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.
Official Registry Presence
3/4
Whether the server appears directly or indirectly in the official MCP registry.
Provenance Divergence
4/4
How closely official registry metadata, the live server card, and public repo/package signals agree with each other.
Safety Transparency
2/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
0/4
How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.
Destructive Operation Safety
3/4
Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.
Egress / SSRF Resilience
3/4
Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.
Execution / Sandbox Safety
4/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
3/4
Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.
Least Privilege Scope
3/4
Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.
Secret Handling Hygiene
3/4
Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.
Supply Chain Signal
0.5/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
0/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
0/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors
66.7
partial
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
Connector URL: https://mcp.depscope.dev/mcp
# No OAuth metadata detected.
# Server: awesome-cuttalo/depscope
Claude Desktop
66.7
partial
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
{
  "mcpServers": {
    "depscope": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.depscope.dev/mcp"]
    }
  }
}
Smithery
60.0
partial
Tool discovery must succeed.; Machine-readable failure semantics should be present.
smithery mcp add "https://mcp.depscope.dev/mcp"
Generic Streamable HTTP
83.3
compatible
tools/list must succeed.
curl -sS https://mcp.depscope.dev/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Actionable remediation

SeverityRemediationWhy it mattersRecommended action
Critical Ensure tools/list succeeds consistently Tools discovery is the minimum viable contract for most MCP clients and directories. Make tools/list succeed unauthenticated when possible, or document the auth flow in the server card.
Playbook
  • Make `tools/list` deterministic across repeated calls.
  • Document or relax auth requirements for discovery routes.
  • Check that tool names, descriptions, and schemas remain stable across deploys.
Critical Respond to latest validation is failing Core MCP flows did not validate successfully on the latest run. Fix the failing checks first, then revalidate to confirm the recovery path.
Playbook
  • Fix the failing checks first.
  • Review the latest incident feed and validation diff for the first regression.
  • Revalidate once the remediation lands.
Critical Respond to tools/list regressed Tool discovery became less reliable on the latest run. Compare tool enumeration outputs between runs and remove non-deterministic behavior.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Align session and protocol behavior with Streamable HTTP expectations Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics. Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
Playbook
  • Return `Mcp-Session-Id` and `Mcp-Protocol-Version` headers consistently on streamable HTTP responses.
  • Honor `DELETE` session teardown and return `404` when a deleted session is reused.
  • Reject invalid protocol-version headers with `400 Bad Request`.
High Associate roots, sampling, and elicitation with active client requests Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Expose /.well-known/oauth-protected-resource Without a protected-resource document, OAuth clients cannot discover auth requirements reliably. Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
Playbook
  • Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint.
  • Point it at the authorization server metadata URL.
  • Confirm clients receive consistent auth hints before tool execution.
High Keep connector refreshes backward compatible Managed connector clients freeze tool snapshots, so removed tools, new required args, and breaking output changes can break published integrations after refresh. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Publish OAuth authorization-server metadata Clients need authorization-server metadata to discover issuer, endpoints, and DCR support. Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported.
Playbook
  • Publish `/.well-known/oauth-authorization-server` from the issuer.
  • Add `registration_endpoint` if DCR is supported.
  • Verify issuer, authorization, token, and jwks metadata are all reachable.
High Publish a complete server card Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals. Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links.
Playbook
  • Publish `/.well-known/mcp/server-card.json`.
  • Include homepage, repository, support, tools, prompts/resources, and auth metadata.
  • Revalidate the server after publishing the card.
High Respond to auth mode changed Auth mode changed from unknown to public. Document the new auth posture and confirm protected-resource and challenge metadata still match reality.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Stop asking users to paste secrets directly Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Adopt a current MCP protocol revision Older protocol revisions reduce compatibility with newer clients and registry programs. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Close connector-publishing gaps Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Document minimal scopes and return cleaner auth challenges Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints. Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront.
Playbook
  • Advertise the narrowest viable scopes in OAuth metadata.
  • Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed.
  • Revalidate with both public discovery and auth-required flows.
Medium Publish OpenID configuration OIDC metadata improves token validation and client compatibility. Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Raise Adoption & Market score Adoption clues and public evidence that the server is intended for external use. Increase external documentation and directory coverage so users can discover and evaluate the server.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Raise Interface Quality score How well the tool/resource interface communicates and behaves under automation. Improve schemas, error contracts, and recovery messages so agents can reason about the surface automatically.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Reduce tool-surface churn Frequent add/remove or output-shape drift makes published connectors and cached tool snapshots brittle. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Repair prompts/list or stop advertising prompts Prompt metadata should either work live or be removed from the advertised capability set. Only advertise prompts if prompts/list works and prompt arguments are documented.
Playbook
  • Only advertise prompts that are actually accessible.
  • Add prompt descriptions and argument docs.
  • Run a live `prompts/list` check after any prompt changes.
Medium Repair resources/list or stop advertising resources Resource metadata should either work live or be removed from the advertised capability set. Only advertise resources if resources/list works and resources expose stable URIs/types.
Playbook
  • Only advertise resources with stable URIs and read semantics.
  • Add MIME/type hints where possible.
  • Run a live `resources/list` and `resources/read` check after updates.
Low Expose modern utility surfaces like completions, pagination, or tasks Utility coverage improves interoperability with larger clients and long-lived agent workflows. Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely.
Playbook
  • Advertise `completions`, pagination cursors, and `tasks` only when they are actually supported.
  • Return `nextCursor` on large list operations when pagination is available.
  • Document task support and whether it requires step-up auth.
Low Publish newer MCP capability signals Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Low Publish or reconcile the server in the official MCP registry Official registry presence improves discovery confidence and cross-source consistency. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.

Point loss breakdown

ComponentCurrentPoints missing
Tool Surface Design 0/4 -4.0
Tool Snapshot Churn 0/4 -4.0
Tool Namespace Clarity 0/4 -4.0
Tool Capability Clarity 0/4 -4.0
Schema Completeness 0/4 -4.0
Result Shape Stability 0/4 -4.0
Input Sanitization Safety 0/4 -4.0
Recovery Semantics 0.4/4 -3.6
Trust Confidence 0.4/4 -3.6
Error Contract 0.5/4 -3.5
Dependency Supply Chain Signal 0.5/4 -3.5
SLO Health 1.3/4 -2.7

Validation diff

Score delta
0.05
Summary changed
no
Tool delta
0
Prompt delta
0
Auth mode changed
yes
Write surface expanded
no
Protocol regressed
no
Registry drift changed
no

Regressed checks: connector_publishability_probe, oauth_protected_resource, server_card, tools_list

Improved checks: action_safety_probe, initialize, probe_noise_resilience, provenance_divergence_probe, session_resume_probe

ComponentPreviousLatestDelta
slo_health_score2.01.28-0.72
freshness_confidence_score1.52.00.5
maintenance_signal_score1.852.050.2
trust_confidence_score0.30.40.1

Tool snapshot diff & changelog

Need at least two validation runs before building a tool changelog.

Connector replay

Status
Missing
Backward compatible
✕
Would break after refresh
✕
Added tools
none
Removed tools
none
Additive output changes
none
Required-argument replay breaks
ToolAdded required argsRemoved required args
No required-argument replay breaks detected.
Output-schema replay breaks
ToolRemoved propertiesAdded properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status
Warning
Transport
streamable-http
Session header
yes
Protocol header
no
Bad protocol response
400
DELETE teardown
200
Expired session retry
404
Last-Event-ID visible
no

Issues: missing_protocol_header

Request association

Status
Missing
Advertised capabilities
none
Observed idle methods
none
Violating methods
none
Probe HTTP status
n/a
Issues
none

Utility coverage

Probe status
Missing
Completions
not detected
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Missing
Advertised: no

Benchmark tasks

Benchmark taskStatusEvidence
Discover tools Likely to fail
  • initialize • OK
  • tools_list • Error
Read-only fetch flow Likely to fail
  • resource_read • Missing
  • read_only_tool_surface • Missing
OAuth-required connect Degraded
  • oauth_protected_resource • Error
  • step_up_auth_probe • Missing
Safe write flow with confirmation Passes
  • action_safety_probe • OK

Registry & provenance divergence

Probe status
OK
Direct official match
no
Drift fields
none
FieldRegistryLive server card
Titlen/an/a
Versionn/an/a
Homepagen/an/a

Active alerts

Aliases & registry graph

IdentifierSourceCanonicalScore
awesome-cuttalo/depscope awesome_mcp_servers yes 53.29
cuttalo/depscope glama_registry no 46.45

Alias consolidation

Canonical identifier
awesome-cuttalo/depscope
Duplicate aliases
1
Registry sources
awesome_mcp_servers glama_registry
Remote URLs
https://glama.ai/mcp/servers/e5nnosy6xx
https://mcp.depscope.dev/mcp
Homepages
https://github.com/cuttalo/depscope
https://glama.ai/mcp/servers/e5nnosy6xx
Source disagreements
FieldWhat differsObserved values
Registry source Multiple registries or registry sync paths claim this same canonical server. awesome_mcp_servers glama_registry
Remote URL Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split. https://glama.ai/mcp/servers/e5nnosy6xx https://mcp.depscope.dev/mcp
Homepage Registry entries disagree on the primary homepage for this server. https://github.com/cuttalo/depscope https://glama.ai/mcp/servers/e5nnosy6xx
Registry identifier Different registry-specific identifiers resolve to the same canonical server record here. awesome_mcp_servers:cuttalo/depscope glama_registry:e5nnosy6xx

Install snippets

Openai Connectors
Connector URL: https://mcp.depscope.dev/mcp
# No OAuth metadata detected.
# Server: awesome-cuttalo/depscope
Claude Desktop
{
  "mcpServers": {
    "depscope": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.depscope.dev/mcp"]
    }
  }
}
Smithery
smithery mcp add "https://mcp.depscope.dev/mcp"
Generic Http
curl -sS https://mcp.depscope.dev/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Agent access & tool surface

Live server tools
No live tool surface captured yet.
Observed from the latest live validation against https://mcp.depscope.dev/mcp. This is the target server surface, not Verify's own inspection tools.
Live capability counts
0 tools • 0 prompts • 0 resources
Counts come from the latest tools/list, prompts/list, and resources/list checks.
Inspect with Verify
search fetch search_servers recommend_servers get_server_report compare_servers
Use Verify itself to search, recommend, compare, and fetch the full report for awesome-cuttalo/depscope.
Direct machine links
JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions
0
Teams: none

Alert routing

Active watches
0
Generic webhooks
0
Slack routes
0
Teams routes
0
Email routes
0
WatchTeamChannelsMinimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count
4
Average Latency Ms
2466.51
Healthy Run Ratio Recent
0.0
Registry Presence Count
2
Active Alert Count
3
Watcher Count
0
Verified Claim
False
Taxonomy Tags
development, web, security, automation
Score Trend
53.29, 53.24, 51.9, 51.82
Remediation Count
23
High Risk Tool Count
0
Destructive Tool Count
0
Exec Tool Count
0

Maintainer response quality

Score
33.33
Verified claim
✕
Support contact
✓
Changelog present
✕
Incident notes present
✕
Tool changes documented
✓
Annotation history
✕
Annotation count
0

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

No maintainer rebuttals or expected-behavior overrides are recorded yet.

Latest validation evidence

Latest summary
Failing
Validation profile
remote_mcp
Started
Aug 01, 2026 01:00:00 PM UTC
Latency
2838.2 ms

Failures

Checks

CheckStatusLatencyEvidence
action_safety_probe OK n/a No high-risk write, destructive, or exec tools detected.
advanced_capabilities_probe Missing n/a No advanced MCP capability signals detected.
connector_publishability_probe Error n/a Publishability blockers: tools list, server card, tool surface.
connector_replay_probe Missing n/a No connector replay evidence recorded.
determinism_probe Missing n/a tools list unavailable
initialize OK 189.9 ms Protocol 2025-03-26
interactive_flow_probe Missing n/a Check completed
oauth_authorization_server Missing n/a no authorization server
oauth_protected_resource Error 275.3 ms Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
official_registry_probe Warning n/a Check completed
openid_configuration Missing n/a no authorization server
probe_noise_resilience OK 198.6 ms Fetched https://mcp.depscope.dev/robots.txt
prompt_get Missing n/a not advertised
prompts_list Missing 291.8 ms Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
protocol_version_probe Warning n/a Claims 2025-03-26; 2 release(s) behind 2025-11-25.
provenance_divergence_probe OK n/a Check completed
request_association_probe Missing n/a No request-association capabilities were advertised.
resource_read Missing n/a not advertised
resources_list Missing 296.7 ms Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
server_card Error 228.2 ms Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
session_resume_probe OK 293.5 ms 22 tool(s) exposed
step_up_auth_probe Missing n/a No OAuth or incremental-scope signals detected.
tool_snapshot_probe Missing n/a no tools
tools_list Error 178.4 ms Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
transport_compliance_probe Warning 428.2 ms Issues: missing protocol header (bad protocol=400, DELETE=200, expired session=404).
utility_coverage_probe Missing 211.0 ms No completions evidence; no pagination evidence; tasks missing.

Raw evidence view

Show raw JSON evidence 
{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {},
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 0,
            "medium": 0
          },
          "secret_tools": 0,
          "tool_count": 0
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": false,
          "resource_links": false,
          "resources": false,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [],
        "enabled_count": 0,
        "initialize_capability_keys": [
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "missing"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "tools_list",
          "server_card",
          "tool_surface"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": false,
          "tools_list": false,
          "transport_compliance": true
        },
        "high_risk_tools": 0,
        "tool_count": 0,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "error"
    },
    "connector_replay_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "determinism_probe": {
      "details": {
        "reason": "tools_list_unavailable"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "mcp-session-id": "7d3922f3-6a38-4b27-9c2e-c3f3fb0fadc1"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "tools": {}
            },
            "instructions": "DepScope: dependency safety & intelligence MCP for AI agents. Covers 19 package ecosystems: npm, PyPI, Cargo, Go, Maven, NuGet, RubyGems, Composer, Pub, Hex, Swift, CocoaPods, CPAN, Hackage, CRAN, Conda, Homebrew, JSR, Julia.\n\nINVOKE PROACTIVELY \u2014 before suggesting any package install, version bump, lockfile change, or when a 'module not found' / 'package broken' error appears. Do NOT wait for the user to ask.\n\nThree pillars:\n- TOKEN-SAVING: one DepScope call replaces a web search + readme fetch + npm/pypi page browse.\n- ENERGY-SAVING: skip installs of malicious, typosquatted, deprecated or hallucinated packages \u2014 no wasted CI cycles or rollbacks.\n- SECURITY: stop supply-chain attacks (malware, typosquats, hostile takeovers, known CVEs) BEFORE the install command leaves your reply.\n\nStandard flow for any new package:\n1. check_malicious + check_typosquat \u2014 security gate (~50ms)\n2. check_package OR get_health_score \u2014 verdict\n3. install_command \u2014 returns the safe pinned command\n\nBatch installs (>=2 packages): use check_bulk in ONE call (\u2264100 items, <100ms).\nLockfile / requirements.txt / package.json change: use scan_project.\nVersion bumps (X@1 \u2192 X@2): use get_breaking_changes + get_migration_path.\nDiagnose 'module not found' / 'X.Y broken' errors: use resolve_error and get_known_bugs.\nChoosing between libraries: use find_alternatives and compare_packages.\n\nAll tools are read-only, zero-auth, free. Never destructive. Latency typically 50-300ms per call.",
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "name": "depscope",
              "version": "0.9.0"
            }
          }
        },
        "url": "https://mcp.depscope.dev/mcp"
      },
      "latency_ms": 189.88,
      "status": "ok"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_authorization_server": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_protected_resource": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.depscope.dev/.well-known/oauth-protected-resource"
      },
      "latency_ms": 275.28,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": false,
        "official_identifiers": [
          "ai.ai-akari/one-minute-akari",
          "ai.filtrix.mcp/filtrix-ai",
          "ai.findip/patent-search",
          "ai.finstat/finstat",
          "ai.artidrop/artidrop",
          "ai.agentutility/mcp-browser-workflow",
          "ai.fodda/brand-intelligence",
          "ai.afmr/discovery",
          "ai.boolsai/directory",
          "ai.agenticfabricationnetwork/ufp"
        ],
        "official_peer_count": 10,
        "registry_source": "awesome_mcp_servers"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain; charset=UTF-8",
          "strict-transport-security": "max-age=63072000; includeSubDomains; preload"
        },
        "http_status": 200,
        "url": "https://mcp.depscope.dev/robots.txt"
      },
      "latency_ms": 198.6,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 400,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://mcp.depscope.dev/mcp"
      },
      "latency_ms": 291.82,
      "status": "missing"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2025-03-26",
        "lag_days": 244,
        "latest_known_version": "2025-11-25",
        "releases_behind": 2,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": false,
        "drift_fields": [],
        "metadata_document_count": 1,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": null,
        "server_card_version": null
      },
      "latency_ms": null,
      "status": "ok"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "error": "Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 400,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://mcp.depscope.dev/mcp"
      },
      "latency_ms": 296.7,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.depscope.dev/.well-known/mcp/server-card.json"
      },
      "latency_ms": 228.18,
      "status": "error"
    },
    "session_resume_probe": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "mcp-session-id": "7d3922f3-6a38-4b27-9c2e-c3f3fb0fadc1"
        },
        "http_status": 200,
        "payload": {
          "id": 301,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "check_malicious"
                },
                "description": "Supply-chain malware check against OpenSSF/OSV. USE WHEN: about to suggest install of an unvetted/unfamiliar package; name came from a blog/tutorial. Call BEFORE check_package for untrusted pkgs. RETURNS: {is_malicious, threat_tier, source}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "check_malicious"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "check_typosquat"
                },
                "description": "Typosquat detector. USE WHEN: name differs from a well-known package by 1-2 chars (`lodsh`, `reqeusts`); copy-paste from unreliable source; downloads near zero but name looks familiar. RETURNS: {is_typosquat, likely_target, confidence}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "check_typosquat"
              },
              {
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "check_bulk"
                },
                "description": "Fast pre-flight filter for a batch of (ecosystem, package) pairs. DB-only, <100ms for 100 items. USE WHEN: about to emit `npm install a b c \u2026` or `pip install a b c \u2026` \u2014 catches hallucinated names, stdlib, typos, and known-bad in ONE call. NOT a dep-tree audit (use scan_project for that). RETURNS: per-item {status: exists|stdlib|malicious|typosquat_suspect|historical_incident|unknown}.",
                "inputSchema": {
                  "properties": {
                    "items": {
                      "items": {
                        "properties": {
                          "ecosystem": {
                            "enum": [
                              "npm",
                              "pypi",
                              "cargo",
                              "go",
                              "composer",
                              "maven",
                              "nuget",
                              "rubygems",
                              "pub",
                              "hex",
                              "swift",
                              "cocoapods",
                              "cpan",
                              "hackage",
                              "cran",
                              "conda",
                              "homebrew",
                              "jsr",
                              "julia"
                            ],
                            "type": "string"
                          },
                          "package": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "ecosystem",
                          "package"
                        ],
                        "type": "object"
                      },
                      "maxItems": 100,
                      "type": "array"
                    }
                  },
                  "required": [
                    "items"
                  ],
                  "type": "object"
                },
                "name": "check_bulk"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "package_exists"
                },
                "description": "Boolean registry existence check. USE WHEN: about to emit a package name in an install command but unsure it exists; verifying a name generated from training data. RETURNS: {exists}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "package_exists"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_latest_version"
                },
                "description": "Latest published version + deprecation flag \u2014 the cheapest call. USE WHEN: only a version string matters (pinning a dep, answering 'what version of X'). If you also need health/vulns use check_package. RETURNS: {latest, deprecated, published_at}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_latest_version"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_health_score"
                },
                "description": "Single 0-100 health score \u2014 cheapest go/no-go gate (>=70 safe). USE WHEN: CI gating or pkg already screened for malware/typos. NOT a first screen \u2014 run check_malicious + check_typosquat first. For a verbal verdict use get_package_prompt. RETURNS: {score, verdict}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_health_score"
              },
              {
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "install_command"
                },
                "description": "Canonical install command(s) across every package manager of the ecosystem (npm/pnpm/yarn/bun, pip/uv/poetry, cargo, go, composer, maven+gradle, nuget, \u2026). USE WHEN: emitting an install line and you want correct flags. RETURNS: {primary, variants[]}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    },
                    "version": {
                      "description": "Optional explicit version; defaults to latest.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "install_command"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_package_prompt"
                },
                "description": "LLM-optimised package brief \u2014 plain text ~300 tokens (~75% cheaper than JSON). Verdict (SAFE/AVOID/URGENT/MALICIOUS) + health + vulns + alternatives + maintainer alerts. USE WHEN: you want to reason over a package and drop the output directly in context; 'is X safe'. PREFER THIS over check_package in 95% of LLM cases. RETURNS: plain-text brief.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_package_prompt"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "check_package"
                },
                "description": "Full machine-readable JSON report (~2k tokens). USE WHEN: you need to programmatically parse specific fields (CI gating, UI, sub-field extraction). Otherwise prefer get_package_prompt. RETURNS: {package, health:{score}, vulnerabilities[], latest, deprecated, maintainers, recommendation}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "description": "Package name (e.g. 'express', 'fastapi', 'serde').",
                      "type": "string"
                    },
                    "version": {
                      "description": "Specific version (optional; default = latest).",
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "check_package"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_vulnerabilities"
                },
                "description": "CVE/OSV advisories affecting the latest (or specified) version. USE WHEN: security-sensitive project; user asks 'any CVEs in X'; you already know the pkg exists. RETURNS: {vulnerability_count, vulnerabilities[]: {id, severity, cvss, fixed_in}}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_vulnerabilities"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "find_alternatives"
                },
                "description": "Curated replacements for deprecated/unhealthy packages, including stdlib built-ins (e.g. `fs.rm` for rimraf). USE WHEN: pkg flagged AVOID/URGENT; 'what to use instead of X'; before guessing a replacement name. RETURNS: {alternatives[]: {name, reason, is_stdlib}}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "find_alternatives"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_migration_path"
                },
                "description": "Prescriptive migration plan between DIFFERENT packages \u2014 rationale + literal code diff + breaking changes + effort minutes. USE WHEN: replacing `request`\u2192`axios`, `moment`\u2192`dayjs`, `flask`\u2192`fastapi`, etc.; both endpoints known. RETURNS: {rationale, diff, breaking_changes[], estimated_minutes}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "from_package": {
                      "description": "Deprecated/legacy package to migrate away from.",
                      "type": "string"
                    },
                    "to_package": {
                      "description": "Modern replacement package.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "from_package",
                    "to_package"
                  ],
                  "type": "object"
                },
                "name": "get_migration_path"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_breaking_changes"
                },
                "description": "Breaking changes between two majors of the SAME package (`next@14`\u2192`15`). USE WHEN: user is bumping a major; before recommending a major upgrade. Different from get_migration_path (same pkg vs. different pkg). RETURNS: {breaking_changes[]: {area, description, hint}}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "from_version": {
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    },
                    "to_version": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_breaking_changes"
              },
              {
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "pin_safe"
                },
                "description": "Highest version below the chosen CVE severity tier, respecting a semver constraint. USE WHEN: writing a package.json/requirements.txt line; resolving dependabot by lowest-risk patched version. RETURNS: {recommended_version, walk_log[]}.",
                "inputSchema": {
                  "properties": {
                    "constraint": {
                      "description": "npm-style constraint: ^X.Y.Z, ~X.Y.Z, >=X.Y.Z, or exact X.Y.Z.",
                      "type": "string"
                    },
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "include_prerelease": {
                      "default": false,
                      "type": "boolean"
                    },
                    "min_severity": {
                      "description": "Lowest severity to exclude. Default: high (excludes critical+high).",
                      "enum": [
                        "critical",
                        "high",
                        "medium",
                        "low"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "pin_safe"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "scan_project"
                },
                "description": "Audit a project's dependencies in one shot. Returns a single-sentence `verdict` (e.g. \"DO NOT INSTALL \u2014 1 hallucinated: fastapi-turbo\") that an agent can paste into its reply, plus per-package health/vulns/recommendation. Detects hallucinated packages, deprecated, typosquats, critical vulnerabilities. Accepts EITHER {ecosystem, packages:[name@ver, \u2026]} (up to 100, returns JSON) OR {packages:[{ecosystem, package}, \u2026]} (up to 50, mixed ecosystems, returns text brief). USE WHEN: user pastes package.json/requirements.txt/Cargo.toml; agent generated install command; 'is my stack OK'. RETURNS: JSON with `verdict`, `project_risk`, `summary.hallucinated_packages`, `summary.deprecated_packages`, per-package health.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "description": "Required when packages is a string array.",
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "packages": {
                      "description": "Either ['express','lodash@4.17.0'] (single ecosystem, up to 100) or [{ecosystem, package}, \u2026] (mixed, up to 50)."
                    }
                  },
                  "required": [
                    "packages"
                  ],
                  "type": "object"
                },
                "name": "scan_project"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "compare_packages"
                },
                "description": "Side-by-side comparison (health, vulns, downloads, maintainers, last release) of 2-10 packages in the same ecosystem. USE WHEN: 'X vs Y' / 'should I pick X or Y'. RETURNS: table-shaped JSON, one row per package.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "packages": {
                      "description": "Package names to compare, e.g. ['express','fastify','hono'].",
                      "items": {
                        "type": "string"
                      },
                      "maxItems": 10,
                      "minItems": 2,
                      "type": "array"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "packages"
                  ],
                  "type": "object"
                },
                "name": "compare_packages"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "check_compatibility"
                },
                "description": "Is this specific multi-package version combo verified to work together? USE WHEN: pinning a stack (next@15 + react@19 + node@22); before recommending a version matrix. RETURNS: {compatible, conflicts[], notes}.",
                "inputSchema": {
                  "properties": {
                    "packages": {
                      "additionalProperties": {
                        "type": "string"
                      },
                      "description": "Package -> version map, e.g. {\"next\":\"15\",\"react\":\"19\"}.",
                      "type": "object"
                    }
                  },
                  "required": [
                    "packages"
                  ],
                  "type": "object"
                },
                "name": "check_compatibility"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "resolve_error"
                },
                "description": "Map error OR free-text query to a verified fix. USE WHEN: user pastes a concrete error/stack (ENOENT, ImportError, build failure) \u2014 pass `error`. OR user describes a symptom ('webpack slow', 'pip stuck') \u2014 pass `query`. Always prefer this over guessing a fix. RETURNS: exact-match {status, solution, confidence, source_url} or search results [{title, summary, source_url}].",
                "inputSchema": {
                  "properties": {
                    "context": {
                      "description": "Optional context for error-mode calls (ecosystem, package, version).",
                      "type": "object"
                    },
                    "error": {
                      "description": "Concrete error message / stack trace. Triggers exact-match lookup.",
                      "type": "string"
                    },
                    "limit": {
                      "default": 10,
                      "description": "Max search results (query mode only).",
                      "maximum": 20,
                      "minimum": 1,
                      "type": "integer"
                    },
                    "query": {
                      "description": "Free-text symptom description. Triggers KB search.",
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "resolve_error"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_known_bugs"
                },
                "description": "Non-CVE known bugs for a specific package version. USE WHEN: unexpected behavior that is NOT a security issue; a pinned version misbehaves. RETURNS: {bugs[]: {title, fixed_in, workaround}}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    },
                    "version": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_known_bugs"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_trust_signals"
                },
                "description": "One-call aggregate of ALL non-CVE supply-chain trust signals: maintainer trust (bus factor, ownership changes), OpenSSF Scorecard, quality (criticality, release velocity, publish security), and SLSA/Sigstore provenance. USE WHEN: deep-vetting a package beyond CVEs (hardened/regulated env, SBOM/compliance, small-pkg ownership review, choosing between healthy candidates). Runs 4 backend endpoints in parallel. RETURNS: {maintainer, scorecard, quality, provenance} \u2014 each may be null if its backend call failed.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "package": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "ecosystem",
                    "package"
                  ],
                  "type": "object"
                },
                "name": "get_trust_signals"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": true,
                  "openWorldHint": true,
                  "readOnlyHint": true,
                  "title": "get_trending"
                },
                "description": "Live trending packages with rank-delta and weekly growth %. USE WHEN: 'what is rising in npm/PyPI/Cargo right now'; recommendation not biased by training-data cutoff. RETURNS: {items[]: {name, rank, rank_delta, weekly_growth_pct}}.",
                "inputSchema": {
                  "properties": {
                    "ecosystem": {
                      "description": "Optional. If omitted returns cross-ecosystem trending.",
                      "enum": [
                        "npm",
                        "pypi",
                        "cargo",
                        "go",
                        "composer",
                        "maven",
                        "nuget",
                        "rubygems",
                        "pub",
                        "hex",
                        "swift",
                        "cocoapods",
                        "cpan",
                        "hackage",
                        "cran",
                        "conda",
                        "homebrew",
                        "jsr",
                        "julia"
                      ],
                      "type": "string"
                    },
                    "limit": {
                      "description": "Max results, 1-50. Default 20.",
                      "type": "integer"
                    },
                    "scope": {
                      "description": "Time window. Defaults to week.",
                      "enum": [
                        "all",
                        "week",
                        "day"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "get_trending"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": false,
                  "title": "contact_depscope"
                },
                "description": "Inbound ticket: bug/listing/security/anomaly/partnership. USE WHEN: reporting wrong data (`bug`), requesting a new pkg/ecosystem index (`listing`), disclosing a DepScope security issue (`security`), flagging a concrete mismatch in another tool's output vs. authoritative source (`anomaly` \u2014 provide tool_called+observed+expected), or partnership/press (`partnership`). RETURNS: {ticket_id} or {anomaly_id}.",
                "inputSchema": {
                  "properties": {
                    "body": {
                      "description": "Message body (10-8000 chars). Be specific: include package name, ecosystem, error trace, repro steps when applicable.",
                      "type": "string"
                    },
                    "company": {
                      "description": "Company / organization (optional).",
                      "type": "string"
                    },
                    "ecosystem": {
                      "description": "For kind=anomaly: ecosystem of the involved package, if any.",
                      "type": "string"
                    },
                    "email": {
                      "description": "Reply-to email of the requester (required for bug/listing/security/partnership).",
                      "type": "string"
                    },
                    "evidence_url": {
                      "description": "For kind=anomaly: URL to authoritative source (registry page, GHSA, CVE, repo, ...) supporting your expectation.",
                      "type": "string"
                    },
                    "expected": {
                      "description": "For kind=anomaly: what you expected to see (1-1500 chars). Be concrete.",
                      "type": "string"
                    },
                    "kind": {
                      "description": "Ticket category. `anomaly` routes to structured anomaly triage (requires tool_called/observed/expected).",
                      "enum": [
                        "bug",
                        "listing",
                        "security",
                        "anomaly",
                        "partnership"
                      ],
                      "type": "string"
                    },
                    "name": {
                      "description": "Sender display name (optional).",
                      "type": "string"
                    },
                    "observed": {
                      "description": "For kind=anomaly: what DepScope returned (1-1500 chars).",
                      "type": "string"
                    },
                    "package": {
                      "description": "For kind=anomaly: package name involved, if any.",
                      "type": "string"
                    },
                    "subject": {
                      "description": "Short subject line (3-200 chars).",
                      "type": "string"
                    },
                    "tool_called": {
                      "description": "For kind=anomaly: DepScope tool that produced the anomaly (e.g. check_package, get_migration_path).",
                      "type": "string"
                    },
                    "version": {
                      "description": "For kind=anomaly: package version involved, if any.",
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "contact_depscope"
              }
            ]
          }
        },
        "requested_protocol_version": "2025-03-26",
        "resumed": true,
        "session_id_present": true,
        "transport": "streamable-http",
        "url": "https://mcp.depscope.dev/mcp"
      },
      "latency_ms": 293.49,
      "status": "ok"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [],
        "broad_scopes": [],
        "challenge_headers": [],
        "minimal_scope_documented": false,
        "oauth_present": false,
        "scope_specificity_ratio": 0.0,
        "step_up_signals": [],
        "supported_scopes": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tool_snapshot_probe": {
      "details": {
        "reason": "no_tools"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tools_list": {
      "details": {
        "error": "Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 400,
        "payload": {},
        "url": "https://mcp.depscope.dev/mcp"
      },
      "latency_ms": 178.41,
      "status": "error"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json"
        },
        "bad_protocol_payload": {
          "error": {
            "code": -32000,
            "message": "Bad Request: Unsupported protocol version: 1999-99-99 (supported versions: 2025-11-25, 2025-06-18, 2025-03-26, 2024-11-05, 2024-10-07)"
          },
          "id": null,
          "jsonrpc": "2.0"
        },
        "bad_protocol_status_code": 400,
        "delete_error": null,
        "delete_status_code": 200,
        "expired_session_error": null,
        "expired_session_status_code": 404,
        "issues": [
          "missing_protocol_header"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": true,
        "transport": "streamable-http"
      },
      "latency_ms": 428.23,
      "status": "warning"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 400,
          "probe_status": "missing"
        }
      },
      "latency_ms": 210.99,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.depscope.dev/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://mcp.depscope.dev/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.depscope.dev/.well-known/mcp/server-card.json"
    },
    "tools_list": {
      "error": "Client error '400 Bad Request' for url 'https://mcp.depscope.dev/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
      "headers": {
        "content-type": "application/json"
      },
      "http_status": 400,
      "payload": {},
      "url": "https://mcp.depscope.dev/mcp"
    }
  },
  "remote_url": "https://mcp.depscope.dev/mcp",
  "server_card_payload": null,
  "server_identifier": "awesome-cuttalo/depscope"
}

Known versions

Validation history

7 day score delta
n/a
30 day score delta
n/a
Recent healthy ratio
0%
Freshness
10.2h
TimestampStatusScoreLatencyTools
Aug 01, 2026 01:00:03 PM UTC Failing 53.3 2838.2 ms 0
Jul 31, 2026 09:46:12 PM UTC Failing 53.2 2422.0 ms 0
Jul 31, 2026 06:36:40 AM UTC Failing 51.9 2236.5 ms 0
Jul 31, 2026 06:36:40 AM UTC Failing 51.8 2369.4 ms 0

Validation timeline

ValidatedSummaryScoreProtocolAuth modeToolsHigh-risk toolsChanges
Aug 01, 2026 01:00:03 PM UTC Failing 53.3 2025-03-26 public 0 0 auth_mode_changed
Jul 31, 2026 09:46:12 PM UTC Failing 53.2 unknown unknown 0 0 none
Jul 31, 2026 06:36:40 AM UTC Failing 51.9 unknown unknown 0 0 none
Jul 31, 2026 06:36:40 AM UTC Failing 51.8 unknown unknown 0 0 none

Recent validation runs

Recent validation runs for this MCP server
StartedStatusSummaryLatencyChecks
Aug 01, 2026 01:00:00 PM UTC Completed Failing 2838.2 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Jul 31, 2026 09:46:10 PM UTC Completed Failing 2422.0 ms
Jul 31, 2026 06:36:38 AM UTC Completed Failing 2236.5 ms
Jul 31, 2026 06:36:38 AM UTC Completed Failing 2369.4 ms