MemeStack
Search and browse a curated gallery of memes, infographics, and visual content.
Allow With Approval
trustsnap_ddb34470b5915abb.- Utility Coverage
- Transport Compliance
- Step Up Auth
- Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
- Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
- Publish /.well-known/oauth-authorization-server from your issuer and include registration endpoint when supported.
- No segmented attention signals observed in the current window.
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Dispute history
No disputes filed for this server.
Risks
Security posture
Tool capability & risk inventory
| Tool | Capabilities | Risk | Findings | Notes | Evidence |
|---|---|---|---|---|---|
search_images |
read network | Medium | arbitrary network egress freeform input surface | Safeguards hinted in metadata. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Search Images"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Results per page (1-50, default 10)",
"type": "number"
},
"offset": {
"description": "Pagination offset (default 0)",
"type": "number"
},
"q": {
"description": "Alias for `query`. Provided so REST-API muscle memory (?q=...) works on the MCP tool too. If both are set, `query` wins.",
"type": "string"
},
"query": {
"description": "Search query \u2014 combines semantic AI and keyword matching automatically. Alias: `q` (matches the REST API param name).",
"type": "string"
},
"sort": {
"description": "Sort order (default: relevance)",
"enum": [
"newest",
"popular",
"oldest"
],
"type": "string"
},
"tag": {
"description": "Filter results by a single tag slug (backward compat)",
"type": "string"
},
"tags": {
"description": "Filter results by multiple tag slugs (comma-separated, AND logic \u2014 e.g. \"bitcoin,meme\")",
"type": "string"
}
},
"required": [
"query"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress",
"freeform_input_surface"
]
}
Dispute this classification
|
get_image |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Get Image Details"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"id": {
"description": "Image UUID",
"type": "string"
}
},
"required": [
"id"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
find_similar |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Find Similar Images"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"id": {
"description": "Source image UUID",
"type": "string"
},
"limit": {
"description": "Max results (1-20, default 10)",
"type": "number"
}
},
"required": [
"id"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
find_related |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Find Related Images"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"id": {
"description": "Source image UUID",
"type": "string"
},
"limit": {
"description": "Max results (1-20, default 10)",
"type": "number"
}
},
"required": [
"id"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
browse_images |
read network | Medium | arbitrary network egress | Safeguards hinted in metadata. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Browse Images"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Results per page (1-50, default 10)",
"type": "number"
},
"offset": {
"description": "Pagination offset (default 0)",
"type": "number"
},
"sort": {
"description": "Sort order (default: newest)",
"enum": [
"newest",
"popular",
"oldest",
"trending"
],
"type": "string"
},
"tag": {
"description": "Filter by tag slug (e.g. \"bitcoin\", \"meme\")",
"type": "string"
}
},
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
get_user_profile |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Get User Profile"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"identifier": {
"description": "User public key (hex) or UUID",
"type": "string"
}
},
"required": [
"identifier"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
get_leaderboard |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Get Leaderboard"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"period": {
"description": "Time period (default: week)",
"enum": [
"day",
"week",
"month",
"all"
],
"type": "string"
},
"type": {
"description": "Leaderboard type",
"enum": [
"images",
"zappers"
],
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
browse_by_tag |
read network | Medium | arbitrary network egress | Safeguards hinted in metadata. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Browse by Tag"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Images per page (1-50, default 10). When provided, images are included in the response.",
"type": "number"
},
"offset": {
"description": "Pagination offset (default 0)",
"type": "number"
},
"tag": {
"description": "Tag slug (e.g. \"bitcoin\", \"meme\", \"lightning\")",
"type": "string"
}
},
"required": [
"tag"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
browse_by_category |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Browse by Category"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"category": {
"description": "Category slug (e.g. \"charts\", \"memes\")",
"type": "string"
}
},
"required": [
"category"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
list_categories |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "List Categories"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {},
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
get_tag_profile |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Get Tag Profile"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"tag": {
"description": "Tag slug (e.g. \"bitcoin\", \"meme\")",
"type": "string"
}
},
"required": [
"tag"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
get_mutation_group |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Get Mutation Group"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"image_id": {
"description": "Image UUID",
"type": "string"
}
},
"required": [
"image_id"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
search_text_in_image |
read network | Medium | arbitrary network egress freeform input surface | Safeguards hinted in metadata. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Search OCR Text"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Results per page (1-50, default 10)",
"type": "number"
},
"offset": {
"description": "Pagination offset",
"type": "number"
},
"query": {
"description": "Text to search for in image OCR",
"type": "string"
}
},
"required": [
"query"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress",
"freeform_input_surface"
]
}
Dispute this classification
|
find_meme_for_text |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Find Meme For Text"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "How many memes to return (1-20, default 5)",
"type": "number"
},
"vibe": {
"description": "The vibe, topic, or idea you want a meme for",
"type": "string"
}
},
"required": [
"vibe"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
popular_tags |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Popular Tags"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "How many tags to return (1-100, default 20)",
"type": "number"
}
},
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
tag_autocomplete |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Tag Autocomplete"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Max suggestions (1-50, default 10)",
"type": "number"
},
"prefix": {
"description": "Tag prefix to autocomplete (\u2265 2 characters), e.g. \"bit\" \u2192 \"bitcoin\".",
"minLength": 2,
"type": "string"
}
},
"required": [
"prefix"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
cite_image |
read network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Cite Image"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"image_ids": {
"description": "Up to 50 image UUIDs",
"items": {
"type": "string"
},
"maxItems": 50,
"minItems": 1,
"type": "array"
}
},
"required": [
"image_ids"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
reverse_image_search |
read network | Medium | arbitrary network egress freeform input surface | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": true,
"openWorldHint": true,
"readOnlyHint": true,
"tier": "free",
"title": "Reverse Image Search"
},
"capabilities": [
"read",
"network"
],
"input_schema": {
"properties": {
"limit": {
"description": "Max results (1-20, default 10)",
"type": "number"
},
"url": {
"description": "HTTPS image URL, or data:image/(jpeg|png|webp);base64,... URL",
"type": "string"
}
},
"required": [
"url"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress",
"freeform_input_surface"
]
}
Dispute this classification
|
submit_image |
write network | Medium | arbitrary network egress freeform input surface | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": false,
"openWorldHint": true,
"readOnlyHint": false,
"tier": "free",
"title": "Submit Image"
},
"capabilities": [
"write",
"network"
],
"input_schema": {
"properties": {
"attribution": {
"description": "Optional credit line for the original creator/source (shown to moderators, not published).",
"maxLength": 200,
"type": "string"
},
"caption": {
"description": "Optional caption hint for the AI tagger (admin-visible, never published verbatim).",
"maxLength": 200,
"type": "string"
},
"image_url": {
"description": "HTTPS image URL, or data:image/(jpeg|png|webp);base64,... URL. Max 8MB.",
"type": "string"
},
"tags": {
"description": "Optional tag hints (max 10).",
"items": {
"maxLength": 40,
"type": "string"
},
"maxItems": 10,
"type": "array"
}
},
"required": [
"image_url"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress",
"freeform_input_surface"
]
}
Dispute this classification
|
generate_meme |
network | Medium | arbitrary network egress | No explicit safeguard hints detected. |
Schema & evidence{
"annotations": {
"destructiveHint": false,
"idempotentHint": false,
"openWorldHint": true,
"readOnlyHint": false,
"tier": "free",
"title": "Generate Meme"
},
"capabilities": [
"network"
],
"input_schema": {
"properties": {
"aspect_ratio": {
"description": "Output image aspect ratio (default \"1:1\").",
"enum": [
"1:1",
"3:4",
"16:9"
],
"type": "string"
},
"mode": {
"description": "Generation quality tier \u2014 \"standard\" (default, cheaper) or \"quality\" (higher fidelity, costs more).",
"enum": [
"standard",
"quality"
],
"type": "string"
},
"prompt": {
"description": "Text description of the image to generate (max 2000 characters).",
"maxLength": 2000,
"type": "string"
}
},
"required": [
"prompt"
],
"type": "object"
},
"risk_flags": [
"arbitrary_network_egress"
]
}
Dispute this classification
|
Write-action governance
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. | |||
Recommended runtime policy
No policy blockers under the default policy stance.
Action-controls diff
New actions
| Action | Risk | Flags |
|---|---|---|
| No newly added actions. | ||
Changed actions
| Action | Change types | Risk |
|---|---|---|
| No materially changed actions. | ||
Critical alerts
Compatibility
Client readiness 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.
Evidence provenance
initialize• OKtools_list• OKtransport_compliance_probe• Errorstep_up_auth_probe• Missingconnector_replay_probe• OK — Frozen tool snapshots must survive refresh.request_association_probe• Missing — Roots, sampling, and elicitation should stay request-scoped.
Evidence provenance
initialize• OKtools_list• OKtransport_compliance_probe• Error
Evidence provenance
action_safety_probe• OK
Evidence provenance
tool_snapshot_probe• OKconnector_replay_probe• OK
Client readiness gate details
Remediation checklist
- Add OAuth-based authentication for remote connector auth.
- Support dynamic client registration (DCR) to simplify connector setup.
- Resolve the transport compliance failure -- see the transport compliance probe evidence for what specifically broke.
- Document step-up auth requirements in a connector-friendly way.
- Improve OAuth interoperability -- see the OAuth Interop score breakdown.
- Limit the exposed surface to search/fetch-style read tools.
Remediation checklist
- Resolve the transport compliance failure -- see the transport compliance probe evidence for what specifically broke.
- Limit the exposed surface to search/fetch-style read tools.
- Remove or isolate write, delete, and exec-capable tools before using this read/search-only client profile.
- Configure OAuth for authenticated remote MCP access.
- Remove export, bulk, mutating, and high-blast-radius exposure before certifying company-knowledge use.
- Satisfy OAuth, compatibility, and connector-refresh requirements before using the Messages API remote MCP path.
Remediation checklist
- Add a clearer auth boundary around risky write actions.
- Add confirmation or dry-run semantics for: submit_image, generate_meme.
Verdict traces
instruction_tool_reference_mismatch• low • Server instructions name unavailable tools
Client verdict trace table
| Verdict | Status | Checks | Winning source | Conflicts |
|---|---|---|---|---|
openai_connectors |
Not client-compatible | initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe | live_validation | none |
claude_desktop |
Not client-compatible | initialize, tools_list, transport_compliance_probe | live_validation | none |
unsafe_for_write_actions |
Publishing blocked | action_safety_probe | live_validation | none |
snapshot_churn_risk |
Low | tool_snapshot_probe, connector_replay_probe | history | none |
Publishability policy profiles
- Search Fetch Only: No
- Write Actions Present: Yes
- Oauth Configured: No
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
- Search Fetch Only: No
- Write Actions Present: Yes
- Oauth Configured: No
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
Compatibility fixtures
- remote_http_endpoint: Passes
- oauth_discovery: Degraded
- frozen_tool_snapshot_refresh: Passes
- request_association: Not Assessed
- remote_transport: Passes
- tool_discovery: Passes
- auth_connect: Passes
- safe_write_review: Degraded
Recommended for
Evidence
Current trust snapshot
trustsnap_ddb34470b5915abbCanonical machine links
Evidence confidence
Latest validation evidence
Failures
oauth_authorization_serverno authorization serveroauth_protected_resourceClient error '404 Not Found' for url 'https://mcp.memestack.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404openid_configurationno authorization serverserver_cardClient error '404 Not Found' for url 'https://mcp.memestack.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404transport_compliance_probeIssues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
Checks
| Check | Status | Latency | Evidence |
|---|---|---|---|
action_safety_probe |
OK | n/a | 20 egress-capable, 2 declared non-read-only, non-read capabilities: write tool(s); no clear auth boundary; safeguards=4; confirmation=none. |
advanced_capabilities_probe |
OK | n/a | 4 capability signal(s): prompts, resource links, resources, structured outputs. |
connector_publishability_probe |
Warning | n/a | Publishability blockers: protocol version, session resume, step up auth, transport compliance, +2 more. |
connector_replay_probe |
OK | n/a | Backward compatible with no breaking tool-surface changes. |
determinism_probe |
OK | 13.8 ms | Check completed |
initialize |
OK | 29.0 ms | Protocol 2025-06-18 |
instruction_tool_reference_probe |
Warning | n/a | Check completed |
interactive_flow_probe |
Missing | n/a | Check completed |
oauth_authorization_server |
Missing | n/a | no authorization server |
oauth_protected_resource |
Error | 43.2 ms | Client error '404 Not Found' for url 'https://mcp.memestack.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 | 117.9 ms | Fetched https://mcp.memestack.ai/robots.txt |
prompt_get |
OK | 11.8 ms | 1 prompt message(s) returned |
prompts_list |
OK | 12.6 ms | 6 prompt(s) exposed |
protocol_version_probe |
Warning | n/a | Claims 2025-06-18; 1 release(s) behind 2025-11-25. |
provenance_divergence_probe |
Not_Assessed | n/a | Check completed |
request_association_probe |
Missing | n/a | No request-association capabilities were advertised. |
resource_read |
OK | 13.8 ms | 1 resource content item(s) returned |
resources_list |
OK | 14.6 ms | 3 resource item(s) exposed |
schema_divergence_probe |
Missing | n/a | no server card tools |
server_card |
Error | 11.7 ms | Client error '404 Not Found' for url 'https://mcp.memestack.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 | 16.4 ms | 20 tool(s) exposed |
transport_compliance_probe |
Error | 17.0 ms | Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200). |
utility_coverage_probe |
Missing | 11.9 ms | No completions evidence; no pagination evidence; tasks missing. |
Known versions
1.0.0
Public server reputation
Benchmark tasks
| Benchmark task | Status | Evidence |
|---|---|---|
| Discover tools | Passes |
|
| Read-only fetch flow | Passes |
|
| OAuth-required connect | Degraded |
|
| Safe write flow with confirmation | Degraded |
|
Utility coverage
Tool snapshot diff & changelog
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. | ||
Validation diff
Regressed checks: none
Improved checks: none
Newly assessed dimensions: none
No longer assessed dimensions: none
| Component | Previous | Latest | Delta |
|---|---|---|---|
| No component deltas between the latest two runs. | |||
Registry & provenance divergence
Active alerts
- Server instructions name unavailable tools (low)
Initialize instructions reference tools not present in tools/list: this
Aliases & registry graph
| Identifier | Source | Canonical | Identity evidence | Score |
|---|---|---|---|---|
ai.memestack/mcp |
official_registry | yes | canonical | 64.1 |
Ed-Relight/memestack-mcp |
glama_registry | no | remote_url | 63.0 |
Alias consolidation
Strong alias identity requires matching remote URL, server-card URL, repository slug, or explicit registry cross-reference; shared provider namespace alone is not identity.
Source disagreements
| Field | What differs | Observed values |
|---|---|---|
| Registry source | Multiple registries or registry sync paths claim this same canonical server. | glama_registry official_registry |
| Registry identifier | Different registry-specific identifiers resolve to the same canonical server record here. | ai.memestack/mcp glama_registry:ba3wklwfnn |
Fix it
Why this score?
Algorithmic score breakdown
1 component(s) not assessed for this run: Provenance Divergence
Experimental candidate components
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
|
| 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
|
| 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
|
| 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
|
| Medium | Adopt a current MCP protocol revision | Older protocol revisions reduce compatibility with newer clients and registry programs. | Advertise a current MCP protocol revision (2025-06-18 or later) in both the initialize response and the MCP-Protocol-Version header.Playbook
|
| Medium | Close connector-publishing gaps | Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. | Resolve every blocker named by connector_publishability_probe, then rerun it before submitting or refreshing a connector listing.Playbook
|
| 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
|
| 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
|
| Medium | Support resumable HTTP sessions cleanly | Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports. | Persist session state keyed by Mcp-Session-Id and honor Last-Event-ID on GET reconnects so clients can resume a dropped Streamable HTTP session.Playbook
|
| 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
|
| Low | Remove stale tool names from server instructions | Initialize instructions explicitly reference tools that tools/list does not expose. | Update initialize instructions so every explicitly named tool exists in tools/list.Playbook
|
Point loss breakdown
| Component | Current | Points missing |
|---|---|---|
| Utility Coverage | 0/4 | -4.0 |
| Transport Compliance | 0/4 | -4.0 |
| Step-Up Auth | 0/4 | -4.0 |
| Request Association | 0/4 | -4.0 |
| Recovery Semantics | 0/4 | -4.0 |
| OAuth Interop | 0/4 | -4.0 |
| Interactive Flow Safety | 0/4 | -4.0 |
| Error Contract Quality | 0/4 | -4.0 |
| Security Hygiene | 1/4 | -3.0 |
| Egress / SSRF Resilience | 1/4 | -3.0 |
| Discovery Metadata | 1/4 | -3.0 |
| Supply Chain Signal | 1/4 | -3.0 |
Technical compatibility profiles
These scores measure technical client compatibility only. Client publishability and production readiness are evaluated separately against policy, transport, and write-surface blockers.
Connector URL: https://mcp.memestack.ai/mcp # No OAuth metadata detected. # Server: ai.memestack/mcp
{
"mcpServers": {
"mcp": {
"command": "npx",
"args": ["mcp-remote", "https://mcp.memestack.ai/mcp"]
}
}
}
smithery mcp add "https://mcp.memestack.ai/mcp"
curl -sS https://mcp.memestack.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"}}}'
Governance
MCP TrustOps
TrustOps turns this report into operational controls: validation targets and 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.
/v1/decideAlert subscription types
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.
/hosted/{namespace}/{name}/mcp| Deployment | Status | Endpoint | Release |
|---|---|---|---|
| No hosted runtime deployments yet. | |||
Authenticated validation sessions
Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.
/v1/verify/v1/ci/previewInstall snippets
Connector URL: https://mcp.memestack.ai/mcp # No OAuth metadata detected. # Server: ai.memestack/mcp
{
"mcpServers": {
"mcp": {
"command": "npx",
"args": ["mcp-remote", "https://mcp.memestack.ai/mcp"]
}
}
}
smithery mcp add "https://mcp.memestack.ai/mcp"
curl -sS https://mcp.memestack.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
tools/list, prompts/list, and resources/list checks.ai.memestack/mcp.History
Validation history
| Timestamp | Status | Score | Latency | Tools |
|---|---|---|---|---|
| Aug 14, 2026 03:14:58 AM UTC | Healthy | 64.1 | 441.6 ms | 20 |
| Aug 13, 2026 01:18:29 PM UTC | Healthy | 64.1 | 477.6 ms | 20 |
| Aug 13, 2026 01:16:39 AM UTC | Healthy | 64.1 | 819.6 ms | 20 |
| Aug 12, 2026 01:16:30 PM UTC | Healthy | 64.1 | 725.6 ms | 20 |
| Aug 12, 2026 01:16:19 AM UTC | Healthy | 64.1 | 697.4 ms | 20 |
| Aug 11, 2026 01:16:04 PM UTC | Healthy | 64.6 | 1072.5 ms | 20 |
| Aug 11, 2026 01:15:49 AM UTC | Healthy | 64.6 | 1421.6 ms | 20 |
| Aug 10, 2026 01:15:20 PM UTC | Healthy | 64.6 | 794.6 ms | 20 |
| Aug 10, 2026 01:15:04 AM UTC | Healthy | 64.6 | 982.7 ms | 20 |
| Aug 09, 2026 01:14:44 PM UTC | Healthy | 64.6 | 689.4 ms | 20 |
Validation timeline
| Validated | Summary | Score | Protocol | Auth mode | Tools | High-risk tools | Changes |
|---|---|---|---|---|---|---|---|
| Aug 14, 2026 03:14:58 AM UTC | Healthy | 64.1 | 2025-06-18 | public | 20 | 0 | none |
| Aug 13, 2026 01:18:29 PM UTC | Healthy | 64.1 | 2025-06-18 | public | 20 | 0 | none |
| Aug 13, 2026 01:16:39 AM UTC | Healthy | 64.1 | 2025-06-18 | public | 20 | 0 | none |
| Aug 12, 2026 01:16:30 PM UTC | Healthy | 64.1 | 2025-06-18 | public | 20 | 0 | none |
| Aug 12, 2026 01:16:19 AM UTC | Healthy | 64.1 | 2025-06-18 | public | 20 | 0 | none |
| Aug 11, 2026 01:16:04 PM UTC | Healthy | 64.6 | 2025-06-18 | public | 20 | 0 | none |
| Aug 11, 2026 01:15:49 AM UTC | Healthy | 64.6 | 2025-06-18 | public | 20 | 0 | none |
| Aug 10, 2026 01:15:20 PM UTC | Healthy | 64.6 | 2025-06-18 | public | 20 | 0 | none |
| Aug 10, 2026 01:15:04 AM UTC | Healthy | 64.6 | 2025-06-18 | public | 20 | 0 | none |
| Aug 09, 2026 01:14:44 PM UTC | Healthy | 64.6 | 2025-06-18 | public | 20 | 0 | none |
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| Aug 14, 2026 03:14:57 AM UTC | Completed | Healthy | 441.6 ms | action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, instruction_tool_reference_probe, 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 13, 2026 01:18:28 PM UTC | Completed | Healthy | 477.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 13, 2026 01:16:38 AM UTC | Completed | Healthy | 819.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 12, 2026 01:16:30 PM UTC | Completed | Healthy | 725.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 12, 2026 01:16:18 AM UTC | Completed | Healthy | 697.4 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 11, 2026 01:16:03 PM UTC | Completed | Healthy | 1072.5 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 11, 2026 01:15:48 AM UTC | Completed | Healthy | 1421.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 10, 2026 01:15:19 PM UTC | Completed | Healthy | 794.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 10, 2026 01:15:03 AM UTC | Completed | Healthy | 982.7 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 09, 2026 01:14:43 PM UTC | Completed | Healthy | 689.4 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
Incident & change feed
| Timestamp | Event | Details |
|---|---|---|
| Aug 14, 2026 03:14:58 AM UTC | Latest validation: healthy | Score 64.1 with status healthy. |
| Aug 05, 2026 10:59:53 AM UTC | Score corrected (post-1.0.503 remediation, R1 zero-anchoring) | Prior: 74.2. Corrected: 72.93. |
Technical details
Raw evidence view
Show raw JSON evidence
Large evidence payload summarized to keep this page fast. Full raw evidence remains available from the JSON report.
{
"checks": {
"count": 28,
"items": {
"action_safety_probe": {
"auth_present": false,
"safeguard_count": 4,
"status": "ok"
},
"advanced_capabilities_probe": {
"status": "ok"
},
"connector_publishability_probe": {
"status": "warning"
},
"connector_replay_probe": {
"status": "ok"
},
"determinism_probe": {
"latency_ms": 13.8,
"status": "ok"
},
"initialize": {
"http_status": 200,
"latency_ms": 28.99,
"payload_omitted": true,
"status": "ok"
},
"instruction_tool_reference_probe": {
"status": "warning"
},
"interactive_flow_probe": {
"status": "missing"
},
"oauth_authorization_server": {
"reason": "no_authorization_server",
"status": "missing"
},
"oauth_protected_resource": {
"latency_ms": 43.2,
"reason": "Client error '404 Not Found' for url 'https://mcp.memestack.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"status": "error"
},
"official_registry_probe": {
"status": "ok"
},
"openid_configuration": {
"reason": "no_authorization_server",
"status": "missing"
},
"probe_noise_resilience": {
"http_status": 200,
"latency_ms": 117.89,
"status": "ok"
},
"prompt_get": {
"http_status": 200,
"latency_ms": 11.76,
"payload_omitted": true,
"status": "ok"
},
"prompts_list": {
"http_status": 200,
"latency_ms": 12.57,
"payload_omitted": true,
"status": "ok"
},
"protocol_version_probe": {
"status": "warning"
},
"provenance_divergence_probe": {
"status": "not_assessed"
},
"request_association_probe": {
"reason": "no_request_association_capabilities_advertised",
"status": "missing"
},
"resource_read": {
"http_status": 200,
"latency_ms": 13.83,
"payload_omitted": true,
"status": "ok"
},
"resources_list": {
"http_status": 200,
"latency_ms": 14.58,
"payload_omitted": true,
"status": "ok"
},
"schema_divergence_probe": {
"reason": "no_server_card_tools",
"status": "missing"
},
"server_card": {
"latency_ms": 11.73,
"reason": "Client error '404 Not Found' for url 'https://mcp.memestack.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"status": "error"
},
"session_resume_probe": {
"reason": "no_session_id",
"status": "warning"
},
"step_up_auth_probe": {
"status": "missing"
},
"tool_snapshot_probe": {
"status": "ok"
},
"tools_list": {
"http_status": 200,
"latency_ms": 16.36,
"payload_omitted": true,
"status": "ok",
"tool_count": 20,
"tool_names_preview": [
"search_images",
"get_image",
"find_similar",
"find_related",
"browse_images",
"get_user_profile",
"get_leaderboard",
"browse_by_tag",
"browse_by_category",
"list_categories",
"get_tag_profile",
"get_mutation_group",
"search_text_in_image",
"find_meme_for_text",
"popular_tags",
"tag_autocomplete",
"cite_image",
"reverse_image_search",
"submit_image",
"generate_meme"
]
},
"transport_compliance_probe": {
"latency_ms": 16.99,
"protocol_header_present": false,
"status": "error"
},
"utility_coverage_probe": {
"latency_ms": 11.94,
"status": "missing"
}
},
"omitted_count": 0
},
"failures": {
"count": 5,
"items": {
"oauth_authorization_server": {},
"oauth_protected_resource": {},
"openid_configuration": {},
"server_card": {},
"transport_compliance_probe": {}
},
"omitted_count": 0
},
"message": "Raw evidence is summarized in HTML to keep server detail pages fast. Use the JSON report or evidence API for the full payload.",
"remote_url": "https://mcp.memestack.ai/mcp",
"server_card": {
"name": null,
"raw_payload_omitted": false,
"version": null
},
"server_identifier": "ai.memestack/mcp",
"truncated": true
}
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: none
- Docs: none
- Support: none
- Icon: none
- Remote endpoint: https://mcp.memestack.ai/mcp
- Directory listing: none
- Server card: none
Transport compliance drilldown
Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected
Request association
Connector replay
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. | ||