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Beschreibung vom Entwickler (englisches Original)
Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Funktioniert in Claude im Web, auf dem Desktop und auf dem Handy:
https://www.gaipagents.com/mcp/agents/integration-protocolFühre das in deinem Terminal aus
claude mcp add --transport http gaip-integration-protocol https://www.gaipagents.com/mcp/agents/integration-protocolIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"gaip-integration-protocol": {
"url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"gaip-integration-protocol": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
ChatGPT verbindet sich nur mit Servern im Internet:
https://www.gaipagents.com/mcp/agents/integration-protocolMenünamen können sich je nach Tarif und mit der Zeit leicht unterscheiden.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Tool-Namen und -Beschreibungen genau so, wie der Server sie am 8. Nov. 2026 gemeldet hat. Geschrieben hat sie der Entwickler, nicht wir; wir zeigen sie als reinen Text.
check_agent_conformanceUse this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid ("check this agent", "is this MCP server up?"). Pass just its `url`. Returns READY / FIXES_NEEDED / NO_AGENT_CARD / UNREACHABLE with fixes and a receipt. Free, read-only, no a
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, n
gaip_watch_listUse 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_removeUse 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.
gaip_watch_eventsUse 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 b
gaip_observatory_lookupUse this when asked about an MCP server's or agent's history ("has this server changed?", "was it up last week?"). Pass its `url` or `name`. Returns dated facts the Agent Observatory observed: status history, manifest hash, conformance codes, change log. Not an assessment. Free,
gaip_manifest_changesUse this when asked which MCP servers or agents changed recently ("what changed this week?"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Returns the Observatory's hash-chained log of manifest changes: before/after hashes, neutral facts, receipts. Free, read-only
gaip_observatory_captureUse this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tools/call), re-reads it daily and returns the capture id, time and SHA-256 hashes. Not an assessment. Free, no account; rec
gaip_tools_changed_sinceUse this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Returns dates, change classes, stored hashes and whether yours match the latest GAIP observed. Facts, not a verdict. Free, re
gaip_check_permissionUse this before your agent fetches a page ("may my agent fetch this?"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines, RSL, tdmrep.json and llms.txt; returns ALLOWED, DISALLOWED, NO_RULE or UNKNOWN, the rule quoted, the time and a signatu
gaip_compare_supplier_snapshotsUse this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document ("did this API break?"). Pass `prior` and `current`. Returns each change as BREAKING / NON_BREAKING / INFO with migration notes and a receipt. Free, no account; reco
gaip_diagnose_integration_failureUse this when an agent, MCP or API call failed ("why did my call fail?", "what does this 429 mean?"). Pass the `failure` ({code, detail}) or the raw error text. Returns the likely cause, when and how to retry, fix steps and a receipt. GAIP touches no other system. Free, no accoun
gaip_supplier_reliabilityUse this when a supplier agent or API you depend on started failing ("did something change on their side?"). Pass its `supplier_url` and the `failure`. Returns the diagnosis plus changes GAIP observed around then (correlated in time, not causation), with receipts. Free, read-only
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 9. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto tjcgraham-rgb bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Antwort in 318 ms (HTTP 200)
Keine Anmeldung nötig
Wir haben 13 Tool-Beschreibungen gelesen und keine versteckten Anweisungen an die KI gefunden
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 3 von 3 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft in der Cloud des Entwicklers. Du verbindest dich übers Internet, ohne etwas zu installieren, aber was du sendest, läuft über die Server des Entwicklers.
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (1.5.0) kam vor 30 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Er verbindet sich per URL, also funktionieren auch Apps, die Remote-MCP-Server akzeptieren, zum Beispiel ChatGPT im Entwicklermodus.
In derselben Kategorie: GitHub, Desktop Commander, Cloudflare MCP
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:↓ Downloads pro Wochei★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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= .
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.
| 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 |
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/mcp
GAIP 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= .
| 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.
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.
MIT (see LICENSE) for everything in this repository.