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ai.com.mcp/lenny-rachitsky-podcast

Lenny Rachitsky Podcast Transcripts MCP Server

MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.

JSON report • History API • Manage this server • Global feed

Status

Healthy

Score

74.8

Transport

streamable-http

Tools

Production readiness

Verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Critical alerts

Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score

65.0

Based on 20 recent validations, 26 captured checks, and validation age of 599.5 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

599.5h

Lower age means fresher evidence.

Recommended for

Claude Desktop

Claude Desktop is marked compatible with score 83.

Smithery

Smithery is marked compatible with score 80.

Generic Streamable HTTP

Generic Streamable HTTP is marked compatible with score 100.

Client readiness verdicts

Ready for ChatGPT custom connector

Partial

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Error
step_up_auth_probe • Missing
connector_replay_probe • OK — Frozen tool snapshots must survive refresh.
request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.

Ready for Claude remote MCP

Ready

Transport behavior should match Claude-compatible HTTP expectations.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Error

Unsafe for write actions

Current write surface is bounded enough for cautious review.

Confidence: medium (65.0)

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 (65.0)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • OK
connector_replay_probe • OK

Why not ready by client

ChatGPT custom connector

Partial

Remediation checklist

No explicit blockers recorded.

Claude remote MCP

Ready

Remediation checklist

No explicit blockers recorded.

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 (65.0)

Winning source: live_validation

Triggering alerts

validation_stale • medium • Validation evidence is stale

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Partial	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Ready	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	No	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Low	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector publishability

Caution

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Search Fetch Only: Yes
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: Yes
Safe For Messages Api Remote Mcp: No

Claude remote MCP publishability

Ready

Transport behavior should match Claude-compatible HTTP expectations.

Search Fetch Only: Yes
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: Yes
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.; Transport compliance should be in good shape.

remote_http_endpoint: Passes
oauth_discovery: Degraded
frozen_tool_snapshot_refresh: Passes
request_association: Passes

Anthropic remote MCP fixture

Degraded

Transport behavior should match Claude-compatible HTTP expectations.

remote_transport: Passes
tool_discovery: Passes
auth_connect: Passes
safe_write_review: Passes

Authenticated validation sessions

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

n/a

Validation success 30d

1.0

Mean time to recover

8.01h

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Incident & change feed

Timestamp	Event	Details
Apr 09, 2026 07:26:57 AM UTC	Latest validation: healthy	Score 74.8 with status healthy.

Capabilities

OAuth: ✕
DCR/CIMD: ✕
Prompts: ✓
Homepage: https://mcp.com.ai
Docs: none
Support: none
Icon: none
Remote endpoint: https://lenny-rachitsky.run.mcp.com.ai/mcp
Server card: none

Use-case taxonomy

development search productivity

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

low:2, medium:6

Tool capability & risk inventory

Tool	Capabilities	Risk	Findings	Notes
`getEpisodes`	read network export	Medium	bulk data access	Safeguards hinted in metadata.
`getEpisodesGuest`	read network	Medium	none	No explicit safeguard hints detected.
`getEpisodesGuestMetadatajson`	read	Low	none	No explicit safeguard hints detected.
`getEpisodesGuestTranscriptformat`	read network export	Medium	bulk data access	No explicit safeguard hints detected.
`getEpisodesGuestChunks`	read write network	Medium	none	No explicit safeguard hints detected.
`getEpisodesGuestChunksChunkIdtxt`	read	Low	none	No explicit safeguard hints detected.
`getSearch`	read network export	Medium	bulk data access	Safeguards hinted in metadata.
`postSearch`	read write network	Medium	none	No explicit safeguard hints detected.

Write-action governance

Governance status

Safe to publish

✓

Auth boundary

public_or_unclear

Blast radius

High

High-risk tools

Confirmation signals

none

Safeguard count

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

Tool	Risk	Flags	Safeguards
No high-risk tools were detected on the latest run.

Action-controls diff

Snapshot changed

Disabled-by-default candidates

none

Manual review candidates

none

New actions

Action	Risk	Flags
No newly added actions.

Changed actions

Action	Change types	Risk
No materially changed actions.

Why this score?

Access & Protocol

30.5/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

36/56

How well the tool/resource interface communicates and behaves under automation.

Security Posture

29.7/36

How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.

Reliability & Trust

23/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

21.5/28

How well the server is documented, listed, and governed in public registries.

Adoption & Market

6/8

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

0/4

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

2/4

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

4/4

Availability, latency, and burst-failure profile across recent validation history.

Security Hygiene

4/4

HTTPS posture, endpoint hygiene, and response-surface hardening checks.

Task Success

3/4

Can an agent reliably initialize, enumerate tools, and execute core MCP flows?

Trust Confidence

4/4

Confidence-adjusted reliability score that penalizes low evidence volume.

Abuse/Noise Resilience

4/4

How well the server preserves core behavior in the presence of noisy traffic patterns.

Prompt Contract

3/4

Quality of prompt metadata, argument shape, and prompt discoverability for clients.

Resource Contract

4/4

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

3/4

How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.

Session Semantics

3.5/4

Determinism and state behavior across repeated MCP calls, including sticky-session surprises.

Tool Surface Design

2/4

Naming clarity, schema ergonomics, and parameter complexity across the tool surface.

Result Shape Stability

3/4

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

Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.

Maintenance Signal

3/4

Versioning, update recency, and historical validation cadence that indicate active stewardship.

Adoption Signal

3/4

Directory presence and distribution clues that suggest the server is intended for external use.

Freshness Confidence

4/4

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

3/4

How close the server’s claimed MCP protocol version is to the latest known public revision.

Session Resume

3/4

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

0/4

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

3/4

Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.

Connector Publishability

3/4

How ready the server looks for client catalogs and managed connector programs.

Tool Snapshot Churn

4/4

Stability of the tool surface across recent validations, including add/remove and output-shape drift.

Connector Replay

4/4

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

4/4

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

4/4

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

3.7/4

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

2.5/4

Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.

Input Sanitization Safety

3/4

Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.

Tool Namespace Clarity

3/4

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.; Transport compliance should be in good shape.

Connector URL: https://lenny-rachitsky.run.mcp.com.ai/mcp
# No OAuth metadata detected.
# Server: ai.com.mcp/lenny-rachitsky-podcast

Claude Desktop

83.3

compatible

Transport behavior should match Claude-compatible HTTP expectations.

{
  "mcpServers": {
    "lenny-rachitsky-podcast": {
      "command": "npx",
      "args": ["mcp-remote", "https://lenny-rachitsky.run.mcp.com.ai/mcp"]
    }
  }
}

Smithery

80.0

compatible

Machine-readable failure semantics should be present.

smithery mcp add "https://lenny-rachitsky.run.mcp.com.ai/mcp"

Generic Streamable HTTP

100.0

compatible

No major blockers detected.

curl -sS https://lenny-rachitsky.run.mcp.com.ai/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

Severity	Remediation	Why it matters	Recommended action
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	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	Stabilize repeated tools/list responses	Tool enumeration drift causes client caching and planning issues.	Return the same tool surface on repeated tools/list calls unless a real version change occurred. 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	Respond to validation evidence is stale	Latest validation is 599.5 hours old.	Trigger a fresh validation run or increase scheduler priority for this server. Playbook Queue a new validation run now. Inspect whether the scheduler priority should be raised for this server. Do not rely on stale evidence for production decisions.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	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	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.

Point loss breakdown

Component	Current	Points missing
Transport Compliance	0/4	-4.0
Recovery Semantics	0/4	-4.0
Error Contract	0/4	-4.0
Utility Coverage	2/4	-2.0
Tool Surface Design	2/4	-2.0
Schema Completeness	2/4	-2.0
Safety Transparency	2/4	-2.0
Registry Consistency	2/4	-2.0
Rate Limit Semantics	2/4	-2.0
Auth Operability	2/4	-2.0
Dependency Supply Chain Signal	2.5/4	-1.5
Tool Namespace Clarity	3/4	-1.0

Validation diff

Score delta

Summary changed

Tool delta

Prompt delta

Auth mode changed

Write surface expanded

Protocol regressed

Registry drift changed

Regressed checks: none

Improved checks: none

Component	Previous	Latest	Delta
No component deltas between the latest two runs.

Tool snapshot diff & changelog

Snapshot changed

Added tools

none

Removed tools

none

Required-argument changes

Tool	Added required args	Removed required args
No required-argument changes detected.

Output-schema drift

Tool	Previous properties	Latest properties
No output-schema drift detected.

Connector replay

Status

Backward compatible

✓

Would break after refresh

Added tools

none

Removed tools

none

Additive output changes

none

Required-argument replay breaks

Tool	Added required args	Removed required args
No required-argument replay breaks detected.

Output-schema replay breaks

Tool	Removed properties	Added properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status

Error

Transport

streamable-http

Session header

Protocol header

Bad protocol response

200

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected

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: { "type": "resource", "uri": "http://localhost:3000/lenny-rachitsky.json" }

Pagination

not detected

No nextCursor evidence.

Tasks

Missing

Advertised: no

Benchmark tasks

Benchmark task	Status	Evidence
Discover tools	Passes	`initialize` • OK `tools_list` • OK
Read-only fetch flow	Passes	`resource_read` • OK `read_only_tool_surface` • OK
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

Direct official match

yes

Drift fields

none

Field	Registry	Live server card
Title	n/a	n/a
Version	n/a	n/a
Homepage	n/a	n/a

Active alerts

Validation evidence is stale (medium)
Latest validation is 599.5 hours old.

Aliases & registry graph

Identifier	Source	Canonical	Score
`ai.com.mcp/lenny-rachitsky-podcast`	official_registry	yes	74.85
`github-la-rebelion/mcp-website`	github_topic_registry	no	51.61

Alias consolidation

Canonical identifier

ai.com.mcp/lenny-rachitsky-podcast

Duplicate aliases

Registry sources

github_topic_registry official_registry

Remote URLs

https://lenny-rachitsky.run.mcp.com.ai/mcp

https://mcp.com.ai

Homepages

https://mcp.com.ai

Source disagreements

Field	What differs	Observed values
Registry source	Multiple registries or registry sync paths claim this same canonical server.	github_topic_registry official_registry
Remote URL	Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split.	https://lenny-rachitsky.run.mcp.com.ai/mcp https://mcp.com.ai
Registry identifier	Different registry-specific identifiers resolve to the same canonical server record here.	ai.com.mcp/lenny-rachitsky-podcast github_topic_registry:la-rebelion/mcp-website

Install snippets

Openai Connectors

Connector URL: https://lenny-rachitsky.run.mcp.com.ai/mcp
# No OAuth metadata detected.
# Server: ai.com.mcp/lenny-rachitsky-podcast

Claude Desktop

{
  "mcpServers": {
    "lenny-rachitsky-podcast": {
      "command": "npx",
      "args": ["mcp-remote", "https://lenny-rachitsky.run.mcp.com.ai/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://lenny-rachitsky.run.mcp.com.ai/mcp"

Generic Http

curl -sS https://lenny-rachitsky.run.mcp.com.ai/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

getEpisodes getEpisodesGuest getEpisodesGuestMetadatajson getEpisodesGuestTranscriptformat getEpisodesGuestChunks getEpisodesGuestChunksChunkIdtxt getSearch postSearch

Observed from the latest live validation against https://lenny-rachitsky.run.mcp.com.ai/mcp. This is the target server surface, not Verify's own inspection tools.

Live capability counts

8 tools • 1 prompts • 1 resources

Counts come from the latest tools/list, prompts/list, and resources/list checks.

Inspect with Verify

search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for ai.com.mcp/lenny-rachitsky-podcast.

Direct machine links

JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions

Teams: none

Alert routing

Active watches

Generic webhooks

Slack routes

Teams routes

Email routes

Watch	Team	Channels	Minimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count

Average Latency Ms

940.31

Healthy Run Ratio Recent

1.0

Registry Presence Count

Active Alert Count

Watcher Count

Verified Claim

False

Taxonomy Tags

development, search, productivity

Score Trend

74.85, 74.85, 74.85, 74.85, 74.85, 74.85, 74.85, 74.85, 74.85, 74.85

Remediation Count

High Risk Tool Count

Destructive Tool Count

Exec Tool Count

Maintainer response quality

Score

16.67

Verified claim

Support contact

Changelog present

Incident notes present

Tool changes documented

✓

Annotation history

Annotation count

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

Healthy

Validation profile

remote_mcp

Started

Apr 09, 2026 07:26:56 AM UTC

Latency

353.8 ms

Failures

determinism_probe Check completed
oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 Not Found' for url 'https://lenny-rachitsky.run.mcp.com.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
openid_configuration no authorization server
server_card Client error '404 Not Found' for url 'https://lenny-rachitsky.run.mcp.com.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
transport_compliance_probe Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	OK	n/a	No high-risk write, destructive, or exec tools detected.
`advanced_capabilities_probe`	Warning	n/a	Only 3 capability signal(s): prompts, resource links, resources.
`connector_publishability_probe`	Warning	n/a	Publishability blockers: transport compliance, server card.
`connector_replay_probe`	OK	n/a	Backward compatible with no breaking tool-surface changes.
`determinism_probe`	Error	11.2 ms	Check completed
`initialize`	OK	27.3 ms	Protocol 2025-06-18
`interactive_flow_probe`	Missing	n/a	Check completed
`oauth_authorization_server`	Missing	n/a	no authorization server
`oauth_protected_resource`	Error	18.6 ms	Client error '404 Not Found' for url 'https://lenny-rachitsky.run.mcp.com.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`official_registry_probe`	OK	n/a	Check completed
`openid_configuration`	Missing	n/a	no authorization server
`probe_noise_resilience`	OK	10.8 ms	Fetched https://lenny-rachitsky.run.mcp.com.ai/robots.txt
`prompt_get`	OK	12.2 ms	1 prompt message(s) returned
`prompts_list`	OK	15.1 ms	1 prompt(s) exposed
`protocol_version_probe`	Warning	n/a	Claims 2025-06-18; 1 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`	OK	13.7 ms	1 resource content item(s) returned
`resources_list`	OK	11.0 ms	1 resource item(s) exposed
`server_card`	Error	105.0 ms	Client error '404 Not Found' for url 'https://lenny-rachitsky.run.mcp.com.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`session_resume_probe`	Warning	n/a	no session id
`step_up_auth_probe`	Missing	n/a	No OAuth or incremental-scope signals detected.
`tool_snapshot_probe`	OK	n/a	Check completed
`tools_list`	OK	12.8 ms	8 tool(s) exposed
`transport_compliance_probe`	Error	11.9 ms	Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
`utility_coverage_probe`	Missing	12.0 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": 2,
        "summary": {
          "bulk_access_tools": 3,
          "capability_distribution": {
            "export": 3,
            "network": 6,
            "read": 8,
            "write": 2
          },
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 2,
            "medium": 6
          },
          "secret_tools": 0,
          "tool_count": 8
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": true,
          "resource_links": true,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [
          "prompts",
          "resource_links",
          "resources"
        ],
        "enabled_count": 3,
        "initialize_capability_keys": [
          "logging",
          "prompts",
          "resources",
          "resourcesTemplates",
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "transport_compliance",
          "server_card"
        ],
        "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": true,
          "tools_list": true,
          "transport_compliance": false
        },
        "high_risk_tools": 0,
        "tool_count": 8,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "added_tools": [],
        "additive_output_changes": [],
        "backward_compatible": true,
        "output_breaks": [],
        "removed_tools": [],
        "required_arg_breaks": [],
        "would_break_after_refresh": false
      },
      "latency_ms": null,
      "status": "ok"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "d4602c9b5c6e0c0331753429fa7529837d4362099614a4082c786b252d440f37",
        "errors": [
          "request_failed",
          "request_failed"
        ],
        "matches": 0,
        "stable_ratio": 0.0,
        "successful": 0
      },
      "latency_ms": 11.16,
      "status": "error"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 0,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "logging": {},
              "prompts": {
                "listChanged": true
              },
              "resources": {
                "listChanged": true,
                "subscribe": true
              },
              "resourcesTemplates": {
                "listChanged": true,
                "subscribe": true
              },
              "tools": {
                "listChanged": true
              }
            },
            "protocolVersion": "2025-06-18",
            "serverInfo": {
              "name": "lenny-rachitsky",
              "version": "0.6.0"
            }
          }
        },
        "url": "https://lenny-rachitsky.run.mcp.com.ai/mcp"
      },
      "latency_ms": 27.28,
      "status": "ok"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": true,
        "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://lenny-rachitsky.run.mcp.com.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://lenny-rachitsky.run.mcp.com.ai/.well-known/oauth-protected-resource"
      },
      "latency_ms": 18.56,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "ai.com.mcp/lenny-rachitsky-podcast",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain; charset=utf-8"
        },
        "http_status": 200,
        "url": "https://lenny-rachitsky.run.mcp.com.ai/robots.txt"
      },
      "latency_ms": 10.84,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 4,
          "jsonrpc": "2.0",
          "result": {
            "description": "System prompt for API interaction",
            "messages": [
              {
                "content": {
                  "text": "You are an API assistant that helps users interact with the API endpoints.",
                  "type": "text"
                },
                "role": "system"
              }
            ]
          }
        },
        "prompt_name": "system",
        "url": "https://lenny-rachitsky.run.mcp.com.ai/mcp"
      },
      "latency_ms": 12.19,
      "status": "ok"
    },
    "prompts_list": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 3,
          "jsonrpc": "2.0",
          "result": {
            "prompts": [
              {
                "arguments": [],
                "description": "System prompt for API interaction",
                "name": "system"
              }
            ]
          }
        },
        "url": "https://lenny-rachitsky.run.mcp.com.ai/mcp"
      },
      "latency_ms": 15.05,
      "status": "ok"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2025-06-18",
        "lag_days": 160,
        "latest_known_version": "2025-11-25",
        "releases_behind": 1,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 2,
        "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": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "id": 6,
          "jsonrpc": "2.0",
          "result": {
            "contents": [
              {
                "mimeType": "application/json",
                "text": "{\n  \"openapi\": \"3.0.3\",\n  \"info\": {\n    \"title\": \"Podcast Transcripts API\",\n    \"version\": \"0.1.0\",\n    \"description\": \"HTTP API that exposes podcast episode transcripts as MCP-style Resources using a custom URI scheme (podcast://...). Clients can list resources, resolve/read a resource URI, and access episode-specific views (metadata, transcript, chunks, search).\\n\"\n  },\n  \"servers\": [\n    {\n      \"url\": \"https://lenny-rachitsky.search.mcp.com.ai\",\n      \"description\": \"Production server\"\n    }\n  ],\n  \"tags\": [\n    {\n      \"name\": \"Resources\",\n      \"description\": \"MCP-like resource catalog + resolver\"\n    },\n    {\n      \"name\": \"Episodes\",\n      \"description\": \"Episode-specific endpoints (views over transcripts)\"\n    },\n    {\n      \"name\": \"Search\",\n      \"description\": \"Search over transcripts / metadata\"\n    }\n  ],\n  \"paths\": {\n    \"/episodes\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"List episodes\",\n        \"description\": \"Lists episodes with parsed frontmatter (guest, title, duration, youtube_url, etc.) and their canonical resource URIs.\\n\",\n        \"parameters\": [\n          {\n            \"name\": \"limit\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 1,\n              \"maximum\": 200,\n              \"default\": 50\n            }\n          },\n          {\n            \"name\": \"cursor\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"string\",\n              \"description\": \"Opaque pagination cursor\"\n            }\n          },\n          {\n            \"name\": \"sort\",\n            \"in\": \"query\",\n            \"description\": \"Sorting method\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"string\",\n              \"enum\": [\n                \"recent\",\n                \"views\",\n                \"title\"\n              ],\n              \"default\": \"recent\"\n            }\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Episode list\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/EpisodeListResponse\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/episodes/{guest}\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"Get an episode card (metadata + key URIs)\",\n        \"parameters\": [\n          {\n            \"name\": \"guest\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"guest-name\"\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Episode detail\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Episode\"\n                }\n              }\n            }\n          },\n          \"404\": {\n            \"description\": \"Not found\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/episodes/{guest}/metadata.json\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"Get episode metadata as JSON (frontmatter)\",\n        \"parameters\": [\n          {\n            \"name\": \"guest\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"guest-name\"\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Episode metadata\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/EpisodeMetadata\"\n                }\n              }\n            }\n          },\n          \"404\": {\n            \"description\": \"Not found\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/episodes/{guest}/transcript.{format}\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"Get transcript in a specific format\",\n        \"description\": \"Returns the transcript in the requested format: - md: markdown (may include or exclude frontmatter based on include_frontmatter) - txt: clean text (best for LLM ingestion) - json: structured form (metadata + transcript text)\\n\",\n        \"parameters\": [\n          {\n            \"name\": \"guest\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"guest-name\"\n          },\n          {\n            \"name\": \"format\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\",\n              \"enum\": [\n                \"md\",\n                \"txt\",\n                \"json\"\n              ]\n            }\n          },\n          {\n            \"name\": \"include_frontmatter\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Include YAML frontmatter when format=md\",\n            \"schema\": {\n              \"type\": \"boolean\",\n              \"default\": false\n            }\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Transcript response (content type varies by format)\",\n            \"content\": {\n              \"text/markdown\": {\n                \"schema\": {\n                  \"type\": \"string\"\n                }\n              },\n              \"text/plain\": {\n                \"schema\": {\n                  \"type\": \"string\"\n                }\n              },\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/TranscriptJson\"\n                }\n              }\n            }\n          },\n          \"404\": {\n            \"description\": \"Not found\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/episodes/{guest}/chunks\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"List chunk descriptors for an episode\",\n        \"description\": \"Returns chunk boundaries and URIs for chunk retrieval. Chunks may be computed on-demand using size/overlap parameters.\\n\",\n        \"parameters\": [\n          {\n            \"name\": \"guest\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"guest-name\"\n          },\n          {\n            \"name\": \"size\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Approximate chunk size in characters\",\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 200,\n              \"maximum\": 20000,\n              \"default\": 3000\n            }\n          },\n          {\n            \"name\": \"overlap\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Overlap in characters between chunks\",\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 0,\n              \"maximum\": 5000,\n              \"default\": 200\n            }\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Chunk list\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/ChunkListResponse\"\n                }\n              }\n            }\n          },\n          \"404\": {\n            \"description\": \"Not found\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/episodes/{guest}/chunks/{chunkId}.txt\": {\n      \"get\": {\n        \"tags\": [\n          \"Episodes\"\n        ],\n        \"summary\": \"Get a specific transcript chunk as plain text\",\n        \"parameters\": [\n          {\n            \"name\": \"guest\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"guest-name\"\n          },\n          {\n            \"name\": \"chunkId\",\n            \"in\": \"path\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 0\n            }\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Chunk text\",\n            \"content\": {\n              \"text/plain\": {\n                \"schema\": {\n                  \"type\": \"string\"\n                }\n              }\n            }\n          },\n          \"404\": {\n            \"description\": \"Not found\",\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"/search\": {\n      \"get\": {\n        \"tags\": [\n          \"Search\"\n        ],\n        \"summary\": \"Search episodes and transcripts\",\n        \"description\": \"Searches across metadata (D1) and transcript text (Vectorize). Returns matches as resources, including per-hit URIs pointing to episode cards and transcript chunks. Note: pagination cursor applies to metadata search only. Example (vector search with filters):\\n\\n  GET /search?q=pricing&mode=vector&guest=Marty%20Cagan&keywords=pricing,monetization&top_k=5\\n\",\n        \"parameters\": [\n          {\n            \"name\": \"q\",\n            \"in\": \"query\",\n            \"required\": true,\n            \"schema\": {\n              \"type\": \"string\"\n            },\n            \"example\": \"model context protocol resources\"\n          },\n          {\n            \"name\": \"mode\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"string\",\n              \"enum\": [\n                \"metadata\",\n                \"transcript\",\n                \"vector\",\n                \"both\"\n              ],\n              \"default\": \"both\"\n            },\n            \"description\": \"\\\"transcript\\\" and \\\"vector\\\" are synonyms for semantic vector search.\\n\"\n          },\n          {\n            \"name\": \"episode_slug\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Filter results to a specific episode slug.\",\n            \"schema\": {\n              \"type\": \"string\"\n            }\n          },\n          {\n            \"name\": \"guest\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Exact match filter for guest name.\",\n            \"schema\": {\n              \"type\": \"string\"\n            }\n          },\n          {\n            \"name\": \"title\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Exact match filter for episode title.\",\n            \"schema\": {\n              \"type\": \"string\"\n            }\n          },\n          {\n            \"name\": \"keywords\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Comma-separated keyword filter (matches any keyword).\",\n            \"schema\": {\n              \"type\": \"string\",\n              \"example\": \"pricing,monetization\"\n            }\n          },\n          {\n            \"name\": \"namespace\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Vectorize namespace filter.\",\n            \"schema\": {\n              \"type\": \"string\"\n            }\n          },\n          {\n            \"name\": \"top_k\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"description\": \"Vector search result count (defaults to limit).\",\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 1,\n              \"maximum\": 200\n            }\n          },\n          {\n            \"name\": \"limit\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"integer\",\n              \"minimum\": 1,\n              \"maximum\": 200,\n              \"default\": 50\n            }\n          },\n          {\n            \"name\": \"cursor\",\n            \"in\": \"query\",\n            \"required\": false,\n            \"schema\": {\n              \"type\": \"string\",\n              \"description\": \"Opaque pagination cursor\"\n            }\n          }\n        ],\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Search results\",\n            \"headers\": {\n              \"X-RateLimit-Limit\": {\n                \"$ref\": \"#/components/headers/XRateLimitLimit\"\n              },\n              \"X-RateLimit-Remaining\": {\n                \"$ref\": \"#/components/headers/XRateLimitRemaining\"\n              },\n              \"X-RateLimit-Reset\": {\n                \"$ref\": \"#/components/headers/XRateLimitReset\"\n              }\n            },\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/SearchResponse\"\n                }\n              }\n            }\n          },\n          \"429\": {\n            \"description\": \"Too many requests\",\n            \"headers\": {\n              \"X-RateLimit-Limit\": {\n                \"$ref\": \"#/components/headers/XRateLimitLimit\"\n              },\n              \"X-RateLimit-Remaining\": {\n                \"$ref\": \"#/components/headers/XRateLimitRemaining\"\n              },\n              \"X-RateLimit-Reset\": {\n                \"$ref\": \"#/components/headers/XRateLimitReset\"\n              },\n              \"Retry-After\": {\n                \"$ref\": \"#/components/headers/RetryAfter\"\n              }\n            },\n            \"content\": {\n              \"application/json\": {\n                \"schema\": {\n                  \"$ref\": \"#/components/schemas/Error\"\n                }\n              }\n            }\n          }\n        }\n      },\n      \"post\": {\n        \"tags\": [\n          \"Search\"\n        ],\n        \"summary\": \"Search episodes and transcripts (POST body)\",\n        \"description\": \"Same search as GET /search, but parameters are provided in the request body. This is useful for longer filter payloads.\\n\",\n        \"requestBody\": {\n          \"required\": true,\n          \"content\": {\n            \"application/json\": {\n              \"schema\": {\n                \"$ref\": \"#/components/schemas/SearchRequest\"\n              },\n              \"example\": {\n                \"q\": \"pricing\",\n                \"mode\": \"vector\",\n                \"guest\": \"Marty Cagan\",\n                \"keywords\": [\n                  \"pricing\",\n                  \"monetization\"\n                ],\n                \"top_k\": 5\n              }\n            }\n          }\n        },\n        \"responses\": {\n          \"200\": {\n            \"description\": \"Search results\",\n            \"headers\": {\n              \"X-RateLimit-Limit\": {\n                \"$ref\": \"#/components/headers/XRateLimitLimit\"\n              },\n              \"X-RateLimit-Remaining\": {\n                \"$ref\": 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  "remote_url": "https://lenny-rachitsky.run.mcp.com.ai/mcp",
  "server_card_payload": null,
  "server_identifier": "ai.com.mcp/lenny-rachitsky-podcast"
}

Known versions

0.6.0

Validation history

7 day score delta

+0.0

30 day score delta

+0.0

Recent healthy ratio

100%

Freshness

599.5h

Timestamp	Status	Score	Latency	Tools
Apr 09, 2026 07:26:57 AM UTC	Healthy	74.8	353.8 ms	8
Apr 08, 2026 07:14:39 AM UTC	Healthy	74.8	557.7 ms	8
Apr 07, 2026 07:11:50 AM UTC	Healthy	74.8	344.7 ms	8
Apr 06, 2026 07:06:18 AM UTC	Healthy	74.8	379.4 ms	8
Apr 05, 2026 07:00:38 AM UTC	Healthy	74.8	627.2 ms	8
Apr 04, 2026 06:59:42 AM UTC	Healthy	74.8	293.9 ms	8
Apr 03, 2026 06:59:27 AM UTC	Healthy	74.8	334.8 ms	8
Apr 02, 2026 06:59:04 AM UTC	Healthy	74.8	694.8 ms	8

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Tools	Changes
Apr 09, 2026 07:26:57 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 08, 2026 07:14:39 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 07, 2026 07:11:50 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 06, 2026 07:06:18 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 05, 2026 07:00:38 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 04, 2026 06:59:42 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 03, 2026 06:59:27 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 02, 2026 06:59:04 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Apr 01, 2026 06:56:33 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Mar 31, 2026 06:12:37 AM UTC	Healthy	74.8	2025-06-18	public	8	none
Mar 30, 2026 06:04:55 AM UTC	Healthy	74.3	2025-06-18	public	8	none
Mar 29, 2026 06:01:50 AM UTC	Healthy	74.3	2025-06-18	public	8	none

Recent validation runs

Started	Status	Summary	Latency	Checks
Apr 09, 2026 07:26:56 AM UTC	Completed	Healthy	353.8 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
Apr 08, 2026 07:14:39 AM UTC	Completed	Healthy	557.7 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
Apr 07, 2026 07:11:50 AM UTC	Completed	Healthy	344.7 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
Apr 06, 2026 07:06:18 AM UTC	Completed	Healthy	379.4 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
Apr 05, 2026 07:00:37 AM UTC	Completed	Healthy	627.2 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
Apr 04, 2026 06:59:42 AM UTC	Completed	Healthy	293.9 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
Apr 03, 2026 06:59:27 AM UTC	Completed	Healthy	334.8 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
Apr 02, 2026 06:59:04 AM UTC	Completed	Healthy	694.8 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
Apr 01, 2026 06:56:33 AM UTC	Completed	Healthy	308.0 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
Mar 31, 2026 06:12:36 AM UTC	Completed	Healthy	295.7 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