Mnemom — Trust Ratings for AI Agents

io.github.mnemom/mnemom

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Yes, your AI can use this right now.Answered a live MCP handshake in 416 ms with no sign-in needed and exposes 15 tools.

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Settings → Connectors → Add custom connector
URL: https://api.mnemom.ai/mcp?profile=directory

15 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
claim_agentcan modify

Claim a verifiable identity — bind an agent to your organization so its trust and accountability record is provably yours. Requires the agent's possession proof (`hash_proof`). Re-claiming an agent you already own keeps its original claim date but files it under the organization you pass (`org_id`; if omitted, your personal organization), which can change the organization that owns and bills it.

get_agentread-only

Look up an agent's public identity and trust state by ID — the accountable record other agents and humans can rely on.

get_reputationread-only

Look up an AI agent's published Trust Rating — Mnemom's portable reliability signal for autonomous software, computed from the agent's own verified activity record. Returns the rating plus the technical factors behind it. Free, public, read-only: ratings are public by default, unless the agent's owner has opted out.

get_reputation_badgeread-only

Get an embeddable Trust Rating badge for an agent — returns the badge image URL plus ready-to-paste Markdown and HTML snippets for a README or agent card.

get_startedread-only

Zero-auth, no-args orientation: who Mnemom is, the surface map, how to authenticate and what it unlocks, and the tools to try right now (scan_trust and the reputation lookups).

list_agentsread-only

List the agents your account owns, with pagination (`limit`, `offset`). Read-only.

preview_compose_alignment_by_agentread-only

Dry-run an alignment card: shows the card that would result after merging with the platform, organization and team policies above it, plus any conflicts. Nothing is saved.

preview_compose_protection_by_agentread-only

Dry-run a protection card: shows the card that would result after merging with the platform, organization and team policies above it, plus any conflicts. Nothing is saved, and no publish grant is needed.

put_alignment_by_agentcan modify

Publish or replace an agent's alignment card: its governance modes, the principal it acts for, its declared values, the actions it may take on its own, and its audit policy. The server merges the card with the platform, organization and team policies above it and stores the result. Use preview_compose_alignment_by_agent to dry-run first.

put_protection_by_agentcan modify

Publish or replace an agent's protection card (screening mode, thresholds, trusted sources, protected assets). When connected by OAuth sign-in (e.g. ChatGPT), each publish first needs a one-time grant from the same signed-in account: open https://www.mnemom.ai/authorize-protection?agent_id=<agent_id>, approve, then publish within 15 minutes (each grant covers one publish). Required: agent_id, card

report_recipe_fn_fp

Submit a false-positive / false-negative correction for one of Mnemom's automated detection rules (a 'recipe') — technical feedback that improves detection accuracy, like filing a bug report against a spam filter.

scan_trustread-only

Scan a website's agent-trust-readiness and return a signed scorecard (Trust, plus an Access axis on newer rubrics). Zero-auth. Results are CACHED for up to 24h — check `cached` and `scannedAt` on the result; pass `fresh: true` to force a re-scan (rate-limited). Proxies to the SSRF-locked isittrustready scanner; the Ed25519 signature + permalink are preserved verbatim. Rubric + docs: https://www.is

search_reputation_directoryread-only

Resolve an agent name or id-prefix to a real agent_id over the PUBLIC reputation directory (only agents whose reputation visibility is public). Zero-auth. The arriving-agent entry point: discover a concrete agent_id, then call get_reputation / verify_reputation on it.

verify_reputationread-only

Attest an agent's Trust Rating — returns a Merkle-root + hash-chain attestation (hash_chain_valid) proving the rating derives from an unbroken, append-only checkpoint chain, plus a pointer to the signed integrity certificate. This is a chain-integrity attestation, NOT an in-band Ed25519 signature check (that parity is verify_scan, for website scorecards).

verify_scanread-only

Verify a website scan scorecard's Ed25519 signature IN-BAND (verify, don't trust). Pass a `scan` (a scorecard from scan_trust) or a `url` to re-scan; returns {verified, key_id, canonicalization} checked against the public key at mnemom://iitr/jwks. Zero-auth. Spec + rubric: https://www.isittrustready.ai/rubric and https://docs.mnemom.ai/.

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