{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kbecmnjqph6u","handle":"colabhive-mcp","url":"https://wellknown.network/agents/colabhive-mcp","links":{"self":"https://wellknown.network/agents/colabhive-mcp/record.json","html":"https://wellknown.network/agents/colabhive-mcp","markdown":"https://wellknown.network/agents/colabhive-mcp/record.md","api":"https://wellknown.network/api/v1/agents/colabhive-mcp","status":"https://wellknown.network/api/v1/agents/colabhive-mcp/status","claim":"https://wellknown.network/agents/colabhive-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/colabhive-mcp/claim.json","badge":"https://wellknown.network/agents/colabhive-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:colabhive-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"colabhive-mcp","summary":"Model Context Protocol server for ColabHive — expose LLMs, specialists, tools, and your trained models to any MCP client.","description":"# colabhive-mcp\n\n**Status:** `0.3.0` is running on the hosted production service at\n`https://mcp.colabhive.com`; the public PyPI index remains on `0.2.0` until the\nprotected OIDC publishing environment is approved. See\n[`docs/plans/PLAN-mcp-layer-2026-05-22.md`](../../docs/plans/PLAN-mcp-layer-2026-05-22.md).\n\nModel Context Protocol (MCP) server that exposes every ColabHive model — LLMs, specialists, tools, your trained models — to any MCP-compatible AI client (Claude Desktop, Claude Code, Cursor, n8n, …).\n\nUser-facing docs: <https://docs.colabhive.com/mcp>\n\n---\n\n## Roadmap\n\n| Phase | Deliverable | Status |\n|---|---|---|\n| F0 | DB manifest columns + `/mcp/manifest` endpoint in `builder-gateway` | ✅ implemented |\n| F1 | Package and stdio/HTTP transports | ✅ hosted in production; PyPI approval pending |\n| F2 | OAuth 2.1 device flow + rate limiting | ⬜ pending |\n| F3 | Client integration docs + screenshots | ⬜ pending |\n| F4 | Hosted service (`mcp.colabhive.com`) + marketplace | ✅ hosted service; marketplace pending |\n\n---\n\n## Package layout (planned)\n\n```\npackages/mcp-server/\n├── pyproject.toml\n├── README.md                                  # this file\n├── LICENSE                                    # MIT\n├── src/\n│   └── colabhive_mcp/\n│       ├── __init__.py\n│       ├── __main__.py                        # entry: `python -m colabhive_mcp`\n│       ├── cli.py                             # argparse, sub-commands: serve, test, config, login, logout\n│       ├── client.py                          # HTTP client for /api/builder/v1/{actions,mcp,invocations}\n│       ├── manifest.py                        # ETag cache, refresh, schema validation\n│       ├── auth.py                            # API key + OAuth device flow + keychain\n│       ├── server_stdio.py                    # MCP stdio transport\n│       ├── server_http.py                     # MCP HTTP/SSE transport (FastAPI)\n│       ├── filters.py                         # allow/deny tools + kinds + stability\n│       ├──…","publisher":null,"homepage":"https://docs.colabhive.com/mcp","repository":"https://github.com/colabhive/colabhive-api/blob/main/packages/mcp-server/CHANGELOG.md","version":"0.3.0","license":"MIT","protocols":["mcp"],"tags":["agent","ai","colabhive","llm","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:colabhive-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.745,"provenance":"derived"}],"categories":["dev","security"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"colabhive-mcp","registry":"pypi","observedAt":"2026-09-09T12:29:52.115Z","publishedAt":"2026-08-27T22:53:21.933372Z","latestVersion":"0.3.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"colabhive-mcp","url":"https://pypi.org/project/colabhive-mcp/","firstSeenAt":"2026-09-09T12:27:15.061Z","fetchedAt":"2026-09-09T13:20:02.017Z","normalizedAt":"2026-09-09T13:20:02.017Z"}]},"firstSeenAt":"2026-09-09T12:27:15.061Z","updatedAt":"2026-09-09T12:29:52.115Z"}