GAIP Procurement Evidence Agent
Now part of GAIP Witness: tests supplier claims and compares them with published metadata.
Installation
Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).
claude mcp add --transport http gaip-procurement-evidence-agent 'https://www.gaipagents.com/mcp/agents/procurement-verify'{
"mcpServers": {
"gaip-procurement-evidence-agent": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/procurement-verify"
}
}
}Documentation
Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.
Sommaire
GAIP
GAIP, the Governed Agentic Intelligence Platform, keeps an independent, dated record of what AI agents, MCP servers and online shops publish, and answers questions about that record with signed receipts. Free, read-only, no key; facts at a stated time, never an assessment.
First call: gaip_check with a url on https://www.gaipagents.com/mcp. This one runs as-is; then use the URL
of the agent, MCP server or API you care about:
curl -s https://www.gaipagents.com/mcp \
-H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"gaip_check","arguments":{"url":"https://mcp.deepwiki.com/mcp"}}}'Without MCP: GET https://www.gaipagents.com/v1/free/conformance/check?url=<url>.
The map: every question GAIP answers, grouped by who asks, with its tool and HTTP route: https://www.gaipagents.com/v1/free/map. Every completed answer carries a continuity handle; send it back and the answer is bound to your own history with GAIP.
One line to connect
| Where | One line |
|---|---|
| Any MCP client | https://www.gaipagents.com/mcp (streamable HTTP, no sign-in) |
| Claude Code | claude mcp add --transport http gaip https://www.gaipagents.com/mcp, or the plugin (MCP server and skill): /plugin install gaip --marketplace tjcgraham-rgb/gaip-agents |
| Claude Desktop / claude.ai | Customize > Connectors > Add custom connector, URL https://www.gaipagents.com/mcp, no sign-in |
| Agent Skills (Claude Code, Cursor, Codex and others) | npx skills add tjcgraham-rgb/gaip-agents (installs skills/gaip/SKILL.md) |
| Cursor, VS Code | the buttons below, or { "mcpServers": { "gaip": { "url": "https://www.gaipagents.com/mcp" } } } |
| Gemini CLI | gemini extensions install https://github.com/tjcgraham-rgb/gaip-agents |
| OpenAI Agents SDK | HostedMCPTool(tool_config={"type": "mcp", "server_label": "gaip", "server_url": "https://www.gaipagents.com/mcp", "require_approval": "never"}) |
| Vercel AI SDK | await createMCPClient({ transport: { type: 'http', url: 'https://www.gaipagents.com/mcp' } }) (from @ai-sdk/mcp) |
| LangChain | pip install langchain-gaip, then from langchain_gaip import get_tools |
| CrewAI | Agent(..., mcps=["https://www.gaipagents.com/mcp"]) |
| A2A (1.0 and 0.3.0) | agent card https://www.gaipagents.com/.well-known/agent-card.json; plain text works |
| x402 | nothing to set up: GAIP is free and never answers with HTTP 402 (https://www.gaipagents.com/.well-known/x402) |
| Windsurf | ~/.codeium/windsurf/mcp_config.json: { "mcpServers": { "gaip": { "serverUrl": "https://www.gaipagents.com/mcp" } } } |
| Cline | { "mcpServers": { "gaip": { "type": "streamableHttp", "url": "https://www.gaipagents.com/mcp" } } } (see llms-install.md) |
| Everything else, with copy-paste code | https://www.gaipagents.com/docs/quickstart |
In CI: two GitHub Actions
GAIP Watch fails your build when an MCP server or agent your agent depends on changed its tools, schemas, sign-in or prices, with dated receipts (watch/):
- uses: tjcgraham-rgb/gaip-agents/watch@main
with:
urls: https://mcp.example.com/mcpGAIP Agents check runs gaip_check on your own agent card, MCP server or OpenAPI document on every push:
- uses: tjcgraham-rgb/gaip-agents@v1
with:
agent-url: https://your-agent.example/.well-known/agent-card.json
fail-on-error: "true"Outputs: verdict (READY, FIXES_NEEDED, UNREACHABLE or NOT_CHECKED), receipt-id, error-count, warning-count.
Providers can show their own dated record with the badge
https://www.gaipagents.com/v1/free/watch/badge.svg?url=<your endpoint>.
In this repository
| Path | What it is |
|---|---|
registry/ | The Official MCP Registry records: gaip-broker.json (GAIP itself) and one record per specialist agent |
listing-kit.json | The sentence, the first call, the map's rows, endpoints and example calls for directories (also served at /v1/free/discovery/listing-kit) |
skills/gaip/SKILL.md | GAIP as an Agent Skill (agentskills.io format; also served at /.well-known/agent-skills/gaip/SKILL.md) |
.claude-plugin/ | Claude Code plugin and marketplace manifests: the skill plus the remote MCP server |
.cursor-plugin/plugin.json, mcp.json | Cursor plugin manifest and its MCP server |
gemini-extension.json, GEMINI.md | Gemini CLI extension: installs GAIP's MCP server and tells the model when to use each tool |
packages/gaip-check/ | Python client: check_agent("https://other-agent.example") |
action.yml, packages/gaip-check-action/ | The check Action (uses: tjcgraham-rgb/gaip-agents@v1) |
watch/ | The GAIP Watch Action |
packages/aipref-signals/ | Dependency-free parser and test vectors for AI-preference signals (IETF AI Preferences Content-Usage, RSL licence links, W3C TDMRep, Content Signals) |
assets/ | GAIP logo (SVG, and a 400×400 PNG) and the specialist icons (SVG) |
llms-install.md | Install steps for AI assistants that set up MCP servers themselves (Cline) |
The registry records, listing kit, packages, Watch Action, skill and Gemini extension are copies of what GAIP's service generates; a check in the service's repository warns when a copy here falls out of step. The service itself runs at www.gaipagents.com.
What an answer means
Every answer states what was observed and when. It is not a certification, endorsement, ranking or universal score, and not legal, financial or insurance advice. Receipts are signed with GAIP's Ed25519 key, published at https://www.gaipagents.com/.well-known/gaip-receipt-keys.json.
- Terms: https://www.gaipagents.com/terms
- Privacy: https://www.gaipagents.com/privacy
- Corrections and opt-out: https://www.gaipagents.com/corrections
- Methodology: https://www.gaipagents.com/methodology
- Security contact: https://www.gaipagents.com/.well-known/security.txt
Licence
MIT (see LICENSE) for everything in this repository.
Questions fréquentes
Qu'est-ce que GAIP Procurement Evidence Agent ?
Now part of GAIP Witness: tests supplier claims and compares them with published metadata.
Comment installer GAIP Procurement Evidence Agent ?
Il fonctionne comme serveur distant. Dans Claude Code : claude mcp add --transport http gaip-procurement-evidence-agent 'https://www.gaipagents.com/mcp/agents/procurement-verify'. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.
Faut-il une clé API pour GAIP Procurement Evidence Agent ?
Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.
GAIP Procurement Evidence Agent est-il open source ?
Oui. Son code est sur GitHub sous licence MIT.
Qui maintient GAIP Procurement Evidence Agent ?
Il est publié par tjcgraham-rgb. AI.tn le référence sans le maintenir ni le recommander.
Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.