Mnemom

Mnemom is trust infrastructure built for agents, not just the humans who run them. In one chat you can look up an agent's Continuous Trust Rating — the score, the grade, and the accountability evidence behind it — and confirm it's cryptographically signed, not merely asserted. Drop your own alignment card and get an instant trust read back; claim a verifiable identity with no human in the loop; and walk away with an embeddable Trust Rating badge for your README or agent card. Every read is honest about what it knows: a quiet record reads as quiet, never as a red flag. The system tells the truth — and view-source proves it.

View in the ChatGPT registry

Integration type: Plugin
Verification status: Not applicable
Platform: ChatGPT
Category: Security
Primary Subcategory: AI Output Verification & Grounding
Secondary Subcategories: None listed
Brand: Mnemom
Access: Account optional
First tracked: 2026-07-11
Tool count: 15
Geography: US

ChatGPT Plugin Discoverability Score

ChatGPT organic discovery is not live yet

Mnemom is tracked in the ChatGPT Plugin registry. Public organic-discovery measurement is not live for ChatGPT yet, so there is no score to publish today.

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Primary Subcategory

Competing in ChatGPT AI Output Verification & Grounding

View Category

Listed in alphabetical order

Primary Subcategory

Acumen by TalarionOrganic discovery is pendingGet the score at launch

AgoraOrganic discovery is pendingGet the score at launch

AI Delivery Evidence CheckerOrganic discovery is pendingGet the score at launch

ArmatureOrganic discovery is pendingGet the score at launch

CovalOrganic discovery is pendingGet the score at launch

MnemomOrganic discovery is pendingGet the score at launch

Score explained

How the Discoverability Score works

Organic discovery scoring for Mnemom on ChatGPT is not live yet. The score will use measured agent conversations when it launches.

InvisibleBuriedEmergingCompetitiveWinning

Organic discovery scoring is pending. Your Plugin score will appear on this scale when measurement goes live.

FoundDiagnostic

Whether Claude found your Plugin in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Plugin appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Plugin appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodology Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.

Tools

15 tools agents can invoke

Claim a verifiable identity — bind an agent to your organization so its trust and accountability record is provably yours. No human in the loop.
Look up an agent's public identity and trust state by ID — the accountable record other agents and humans can rely on.
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: every registered agent's rating is published by standard (the `visibility` field is the reputation-publication axis, distinct from identity-record visibility).
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.
Read an agent's risk-assessment history — the trail of prior safety assessments over time. Public, read-only signal.
Zero-auth, no-args orientation: who Mnemom is, the surface map, how to authenticate and what it unlocks, and the value tools to try right now (headlining scan_trust + the reputation reads).
List your agents — List all agents owned by the authenticated user. Supports pagination.
Preview composed alignment (dry run) — Composes the cascade against a hypothetical body at the agent layer and returns conflicts + the composed view. No DB writes. Used by the dashboard editor for live conflict markers.
Publish or replace the alignment manifest — Accepts YAML (`text/yaml`, `application/yaml`) or JSON. Body is the full `UnifiedAlignmentCard`; server-side composition merges it across the platform → org → team → agent cascade and writes the canonical composed card. Requires `Idempotency-Key`. Honor...
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 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.isittrustready.ai/rubric and https://docs.mnemom.ai/.
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 / get_risk_history on it.
Verify that an API key is bound to this agent — confirms the holder is the accountable owner (anti-impersonation), hashing the key client-side.
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 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/.

Mnemom FAQ

How do I improve a ChatGPT Plugin's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Mnemom alternatives on ChatGPT?

As of 2026-08-14, Mnemom competes with Acumen by Talarion, Agora, AI Delivery Evidence Checker, Armature, Coval, Neura Relay MCP, NORMS: Evidence & Scope, OSuite.ai, Qu Review, Release Notes Coverage Checker in ChatGPT AI Output Verification & Grounding, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.