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GAIP Witness Agent

R0· no sign-in

Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.

v1.5.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality72needs work
Trust93of 100
Uptime, 30 days100%
Latency p502389 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "gaip-witness": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/witness"
    }
  }
}
claude mcp add --transport http gaip-witness https://www.gaipagents.com/mcp/agents/witness
[mcp_servers.gaip-witness]
url = "https://www.gaipagents.com/mcp/agents/witness"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gaip-witness": {
      "type": "remote",
      "url": "https://www.gaipagents.com/mcp/agents/witness",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "gaip-witness": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/witness"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gaip-witness&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmdhaXBhZ2VudHMuY29tL21jcC9hZ2VudHMvd2l0bmVzcyJ9"
}
{
  "servers": {
    "gaip-witness": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/witness"
    }
  }
}
{
  "mcpServers": {
    "gaip-witness": {
      "httpUrl": "https://www.gaipagents.com/mcp/agents/witness"
    }
  }
}
extensions:
  "gaip-witness":
    enabled: true
    name: "gaip-witness"
    type: streamable_http
    uri: "https://www.gaipagents.com/mcp/agents/witness"
    timeout: 300

Quality 72 / 100needs work

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene93 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations23 of 23 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • warn
    tools.token_costabout 9,913 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes71 tool changes in 30 days
  • fail
    stability.rug_pull7 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

23 tools, about 9,913 tokens to load them all · tool set a084cedcc55a · tools last changed 2026-10-11 · checked 2026-10-21 01:38 UTC

Tool changes

  • witness_accept_termschangeddescription
    before

    Use this when you are the other party to terms a buyer registered. Pass the `terms_id`, your own `continuity_handle` and `business_purpose_statement` true (businesses only); the buyer confirms it with the `agreement_id`. Returns an `agreement_id` binding both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

    after · 96% of words in common

    Use this when you are the other party to terms a buyer registered. Pass the `terms_id`, your own `continuity_handle` and `business_purpose_statement` true (businesses only); the buyer confirms it with the `agreement_id`. Returns an `agreement_id` naming both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • gaip_record_extractchangedinput schema
  • witness_signoffadded

    Use this when a role (APPROVER, REVIEWER, OWNER, OPERATOR or a hashed role_id) decided on an agent's proposal. Pass `proposal_sha256`, `decision` (APPROVED, REFUSED, CHANGED), optionally `agreement_id`. Returns a chained, signed entry of the role's decision, never GAIP's. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • witness_accept_termschangedinput schema
  • witness_accept_termschangeddescription, input schema
    before

    Use this when you are the other party to terms a buyer registered. Pass the `terms_id` and your own `continuity_handle`; optionally an `acceptance_rule` and `finding_mode`. Returns an `agreement_id` binding both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

    after · 75% of words in common

    Use this when you are the other party to terms a buyer registered. Pass the `terms_id`, your own `continuity_handle` and `business_purpose_statement` true (businesses only); the buyer confirms it with the `agreement_id`. Returns an `agreement_id` binding both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • witness_findingadded

    Use this when deliveries exist for an agreement and you want GAIP's signed finding. Pass the `agreement_id` and your `continuity_handle`. Returns MET, NOT_MET or INDETERMINATE on the agreed rule with the records relied on. Evidence only; no sum of money. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • witness_accept_termsadded

    Use this when you are the other party to terms a buyer registered. Pass the `terms_id` and your own `continuity_handle`; optionally an `acceptance_rule` and `finding_mode`. Returns an `agreement_id` binding both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

  • gaip_receipt_exportchangedinput schema
  • gaip_incident_bundlechangedinput schema
  • gaip_watch_registerchangedinput schema

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

duplicate-repo
provenance90
liveness100
freshness100
hygiene80

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-11d-ago -duplicate-repo(12 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.gaipagents.com/mcp/agents/witness streamable-httpnoneyes100%2389 ms2025-11-252026-10-21

Tools (23)

assurance_completeUse this when finishing a Buyer Assurance check. Pass the `terms_id` from assurance_prepare and mode PUBLIC_REPLAY (GAIP replays the service) or BUYER_SUBMITTED. Returns PASS / FAIL / UNKNOWN per check and a delivery receipt. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
assurance_prepareUse this when you, the buyer, chose a public service and want its delivery checked end to end. Pass `service_url`, `checks` and explicit_read_only_consent=true. GAIP preflights it and records your checks; returns a `terms_id` for assurance_complete. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
assurance_verifyread-onlyUse this when you hold a Buyer Assurance terms or delivery receipt_id and want to confirm it. Returns the retained record and its integrity proof (integrity only). Free, read-only, no account; inputs must be public and non-personal.
gaip_check_sar_receiptread-onlyUse this when handed an x402 SAR-shaped receipt (draft proposal shape; may change). Pass `sar_receipt`, optionally the issuer's `public_key`. Returns missing fields, whether receipt_id matches the core and whether the signature checks out against that key. Free, read-only, no account; inputs must be public and non-personal.
gaip_citation_witnessread-onlyUse this when asked to verify citations or quotes ("do these sources really say this?"). Pass `citations` (1-20 {url, quote}). GAIP fetches each page once (robots.txt respected); returns QUOTE_FOUND / QUOTE_NOT_FOUND_IN_FETCHED_VERSION / SOURCE_UNREACHABLE..., an excerpt and a receipt. Free, read-only, no account; inputs must be public and non-personal.
gaip_evidence_packread-onlyUse this when an insurer, auditor or buyer asks what evidence exists about an agent or supplier. Pass its `subject` (public id or https URL). Returns conformance, watch, witness, repair and incident records with Merkle proofs, plus gaps. A compilation, not certification or advice. Free, read-only, no account; inputs must be public and non-personal.
gaip_incident_bundleread-onlyUse this when something went wrong with an agent and you need the facts in order. Pass the `receipt_ids` you hold and attributed `observations`. Returns a verified, source-attributed timeline with an EU AI Act Art. 73 reference aid. No fault, cause or liability finding. Free, read-only, no account; inputs must be public and non-personal.
gaip_measure_outcome_valueUse this when asked whether an outcome-priced task delivered and what it cost. Pass `episode_id`, `task` (acceptance_criteria), `delivery`, `costs`; `delivery_check` {url, checks} has GAIP test delivery now. Returns a dossier, running totals and a receipt. No ROI claim. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_receipt_exportread-onlyUse this when you need a GAIP receipt in another format. Pass `receipt_id` and `format`: x402 (attestation style), erc8004 (validation-response shape) or vc (W3C-VC-like JSON-LD). Ed25519-signed when the runtime key is available; hash chain and Merkle proof; no on-chain write. Free, read-only, no account; inputs must be public and non-personal.
gaip_record_extractread-onlyUse this when you need proof of what an agent or shop page declared on a date. Pass its `url` (optional `since`, `until`). Returns an extract of GAIP's record as kept: entries with chain positions, hashes, daily anchors and a signature. Free preview. Free, read-only, no account; inputs must be public and non-personal.
gaip_verify_supplier_claimsUse this to check what an agent, API or supplier claims. Pass `claims` (each with an `id`; add `check_url` and GAIP tests it now), your `observations` and `metadata`. Returns per claim what GAIP saw, what you reported and whether they agree. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_watch_eventsread-onlyUse this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict before and after, a change summary, the receipt and webhook delivery status. Free, read-only, no account; inputs must be public and non-personal.
gaip_watch_listread-onlyUse this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next check and webhook endpoint (never the secret). Free, read-only, no account; inputs must be public and non-personal.
gaip_watch_registerUse this when asked to keep an eye on an agent or MCP server ("tell me if it changes or goes down"). Pass the `continuity_handle` from any GAIP result, `kind` and `target_url`. GAIP re-checks every 24 hours (3 free watches), receipts each change and can call your webhook. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
gaip_watch_removedestructiveUse this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts stay verifiable. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
inspect_counterparty_evidenceread-onlyUse this when asked what evidence exists about an agent before delegating to it. Pass its `counterparty_id` and any `observations`. Returns task-specific evidence coverage, conflicts, gaps and GAIP's own earlier checks of it, with a receipt. Never a trust score or recommendation. Free, read-only, no account; inputs must be public and non-personal.
verify_gaip_receiptread-onlyUse this when you hold a GAIP receipt_id and want to confirm it ("is this receipt genuine?"). Returns the retained record, hash chain and Merkle inclusion proof. Integrity only: it does not make the underlying claim true. Free, read-only, no account; inputs must be public and non-personal.
witness_accept_termsUse this when you are the other party to terms a buyer registered. Pass the `terms_id`, your own `continuity_handle` and `business_purpose_statement` true (businesses only); the buyer confirms it with the `agreement_id`. Returns an `agreement_id` naming both parties. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
witness_deliveryread-onlyUse this when asked whether a service delivered what was agreed ("did the supplier deliver?"). Pass the `terms_id` from witness_register_terms and mode PUBLIC_REPLAY (GAIP fetches it) or BUYER_SUBMITTED. Returns PASS / FAIL / UNKNOWN per check, what changed since last time, and a receipt. Free, read-only, no account; inputs must be public and non-personal.
witness_dispute_bundleread-onlyUse this when a witnessed delivery failed and you must hand the facts to the other party or a resolver. Pass `terms_id` or a delivery `receipt_id`. Returns one hash-stamped bundle: terms, every check, receipts, timeline, summary. No judgement of who is right. Free, read-only, no account; inputs must be public and non-personal.
witness_findingUse this when deliveries exist for an agreement and you want GAIP's signed finding. Pass the `agreement_id` and your `continuity_handle`. Returns MET, NOT_MET or INDETERMINATE on the agreed rule with the records relied on. Evidence only; no sum of money. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
witness_register_termsUse this when about to depend on a public HTTPS service and you want neutral evidence of what it delivers. Pass `service_url`; `checks` default to HTTP 200 and a non-empty body (also JSON keys, latency, size, regex). Returns a `terms_id`; then call witness_delivery. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
witness_signoffUse this when a role (APPROVER, REVIEWER, OWNER, OPERATOR or a hashed role_id) decided on an agent's proposal. Pass `proposal_sha256`, `decision` (APPROVED, REFUSED, CHANGED), optionally `agreement_id`. Returns a chained, signed entry of the role's decision, never GAIP's. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.

Schemas: list_tools.

Also listed as

11 other active names share this repository (showing 10): io.github.tjcgraham-rgb/gaip-art-intelligence, io.github.tjcgraham-rgb/gaip-broker, io.github.tjcgraham-rgb/gaip-buyer-assurance, io.github.tjcgraham-rgb/gaip-integration-protocol, io.github.tjcgraham-rgb/gaip-integration-repair, io.github.tjcgraham-rgb/gaip-listing-observer, io.github.tjcgraham-rgb/gaip-opportunity-broker, io.github.tjcgraham-rgb/gaip-outcome-value, io.github.tjcgraham-rgb/gaip-procurement-verify, io.github.tjcgraham-rgb/gaip-supplier-watch

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Official server.json
{
  "name": "io.github.tjcgraham-rgb/gaip-witness",
  "icons": [
    {
      "src": "https://www.gaipagents.com/assets/agents/witness.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "GAIP Witness Agent",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.gaipagents.com/mcp/agents/witness",
      "type": "streamable-http"
    }
  ],
  "version": "1.5.0",
  "repository": {
    "url": "https://github.com/tjcgraham-rgb/gaip-agents",
    "source": "github"
  },
  "websiteUrl": "https://www.gaipagents.com/agents/witness",
  "description": "Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs."
}