Mnemom
Description
Trust ratings for AI agents and websites. Look up an agent's reputation, scan a site's AI-trust-readiness, and verify signed scorecards in-band — reads are zero-auth. From Mnemom, the trust layer for the agent internet.
What our measurements say
Mnemom is a remote MCP server published at api.mnemom.ai. It has been probed 6 times since 9/10/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 639 ms, a delay an agent will notice. It exposes a broad tool surface of 74 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are highly specific and action-oriented (e.g., 'acknowledge_governance_signal')
- Clear authorization requirements are documented for most tools
- Technical terms align with Mnemom's domain-specific vocabulary
Weaknesses
- Some descriptions focus on implementation details rather than use cases
- Parameter schemas are inconsistently documented (e.g., 'create_api_key' lacks explicit parameter definitions)
- Limited documentation of error conditions and edge cases
create_api_key— Parameter definitions missing in descriptionget_alignment_by_agent— Incomplete explanation of use casediff_posture_revisions— Ambiguous purpose without context
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'legacy' · indicates system state shift, potentially affecting reliability
- 2026-09-11T05:44:28.819Z — complianceScore improved from null to 100 · full compliance achieved, signaling stable operational state
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 147ms → warm 148ms (penalty 0ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 2.0.0
- Supported versions: — → 2025-06-18
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/mnemom-mnemom)<a href="https://mcpmetrics.io/servers/mnemom-mnemom"><img src="https://mcpmetrics.io/badge/mnemom/mnemom/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to see