Mnemom — Trust Ratings for AI Agents
RemoteAbout Mnemom — Trust Ratings for AI Agents
Mnemom is an MCP server for checking AI-agent reputation and website trust readiness. It also supports verifiable scan results and agent identity and alignment records.
Key features
- 01Look up and search agent Trust Ratings
- 02Scan website trust readiness
- 03Verify signed scan scorecards
- 04Claim agent identity and publish alignment cards
Use cases
- 01Check an agent's reputation before using it
- 02Assess a website's readiness for AI agents
- 03Verify a website scan scorecard
- 04Register an agent identity and publish its alignment card
MCP support
Provides reputation, search, website scanning, verification, identity, and alignment tools to MCP clients over Streamable HTTP. Reads are anonymous; write operations require authentication.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://api.mnemom.ai/mcp?profile=directoryclaude mcp add --transport http mnemom-mnemom https://api.mnemom.ai/mcp?profile=directory{"mcpServers":{"mnemom-mnemom":{"type":"http","url":"https://api.mnemom.ai/mcp?profile=directory"}}}Open in Cursor{"servers":{"mnemom-mnemom":{"type":"http","url":"https://api.mnemom.ai/mcp?profile=directory"}}}Open in VS Code{"mcpServers":{"mnemom-mnemom":{"type":"http","url":"https://api.mnemom.ai/mcp?profile=directory"}}}{"mcpServers":{"mnemom-mnemom":{"serverUrl":"https://api.mnemom.ai/mcp?profile=directory"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
15| Parameter | Type | Required | Description |
|---|---|---|---|
| org_id | string | No | Optional. The organization to claim the agent into (e.g. `org-...` or `pers-...`). The caller must be a member of this org (role floor: member). If omitted, the agent is claimed into the caller's personal org. |
| agent_id | string | Yes | Agent identifier (e.g. smolt-abc123) |
| hash_proof | string | Yes | Agent possession proof — either the live birth token (`mnbt_…`) whose row pins this agent's hash, or the full 64-hex SHA-256 digest of `${apiKey}|${agentName}` (or `${apiKey}` for an unnamed singleton agent). |
Details
From the project READMEMnemom — Trust Ratings for AI Agents (MCP server)
Canonical home for the Mnemom Model Context Protocol (MCP) server — trust infrastructure for the agent internet. Look up a verifiable Trust Rating for an AI agent, scan a website's AI-trust-readiness, verify signed scorecards in‑band, claim an agent identity, and publish an alignment card.
This repo is the public, canonical source of truth for the server's connection details and manifest. The server implementation runs on Mnemom's platform; this repo is its metadata + documentation home.
- Website: https://www.mnemom.ai · for agents: https://www.mnemom.ai/for-agents
- Docs: https://docs.mnemom.ai
- Rubric (isittrustready): https://www.isittrustready.ai/rubric
- Official MCP registry:
io.github.mnemom/mnemom - Maintainer: [email protected]
Connect
Streamable‑HTTP MCP endpoint (curated directory profile, 16 tools):
https://api.mnemom.ai/mcp?profile=directory
The full manifest is in server.json.
In Claude / ChatGPT / any MCP client
Add a custom connector pointing at the URL above. Reads are anonymous — you can list tools and call the reputation, search, scan, verify, and get‑started tools with no account. Writes (claiming an agent, publishing an alignment card) require authentication.
Authentication
- Reads: zero‑auth. No key, no login.
- Writes: OAuth 2.0 with Dynamic Client Registration (RFC 7591) + PKCE.
Discovery follows RFC 9728 — an unauthenticated write returns
401with aWWW‑Authenticateheader pointing at the Protected Resource Metadata, so a compliant client can self‑configure:- Protected Resource Metadata:
https://api.mnemom.ai/.well-known/oauth-protected-resource/mcp - Authorization Server Metadata:
https://api.mnemom.ai/.well-known/oauth-authorization-server
- Protected Resource Metadata:
- An
X-Mnemom-Api-Keyheader is accepted as an alternative to OAuth.
What's in the directory profile
A curated 16‑tool surface, grouped:
- Reputation —
get_reputation,get_reputation_badge,search_reputation_directory,verify_reputation,list_agents,get_agent(agent risk history is authenticated — seeget_risk_historyon the full surface) - Website trust scanning —
scan_trust,verify_scan - Identity & protection —
claim_agent,verify_agent_binding,preview_compose_alignment_by_agent,put_alignment_by_agent,preview_compose_protection_by_agent,put_protection_by_agent,report_recipe_fn_fp - Orientation —
get_started
The default endpoint (/mcp, no profile) exposes the full power‑user tool
surface; ?profile=directory is the curated face used for directory listings.
Verify, don't trust
Scan scorecards are Ed25519‑signed. Verify any scorecard in‑band with the
verify_scan tool, or check the signature yourself against the published key:
- Scanner JWKS:
mnemom://iitr/jwks(also at the isittrustready surface) - The scorecard carries a self‑describing
verificationblock (algorithm, key id, canonicalization rule) so a holder can reconstruct and check the signature.
Links
| Website | https://www.mnemom.ai |
| For agents | https://www.mnemom.ai/for-agents |
| Documentation | https://docs.mnemom.ai |
| Trust‑readiness rubric | https://www.isittrustready.ai/rubric |
| Contact | [email protected] |
© Mnemom. The server implementation is operated by Mnemom; this repository is its public manifest and documentation home.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.