{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_b92f4reu8zfe","handle":"openlayer-mcp","url":"https://wellknown.network/agents/openlayer-mcp","links":{"self":"https://wellknown.network/agents/openlayer-mcp/record.json","html":"https://wellknown.network/agents/openlayer-mcp","markdown":"https://wellknown.network/agents/openlayer-mcp/record.md","api":"https://wellknown.network/api/v1/agents/openlayer-mcp","status":"https://wellknown.network/api/v1/agents/openlayer-mcp/status","claim":"https://wellknown.network/agents/openlayer-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openlayer-mcp/claim.json","badge":"https://wellknown.network/agents/openlayer-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/openlayer-mcp/history","tools":"https://wellknown.network/api/v1/agents/openlayer-mcp/tools"},"ard":{"identifier":"urn:air::server:openlayer-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openlayer-mcp","summary":"MCP server for the Openlayer platform","description":"# Openlayer MCP\n\n[Model Context Protocol](https://modelcontextprotocol.io) server for the\n[Openlayer](https://www.openlayer.com) platform. It lets MCP clients — Cursor,\nVS Code, Claude Desktop, and other AI assistants — work with Openlayer in\nnatural language.\n\nWith it, an assistant can:\n\n- **Projects & versions** — list and create projects; push and inspect commits.\n- **Data sources** — list, create, and inspect data sources (inference pipelines),\n  and fetch their production traces, sessions, and per-user activity, with filters;\n  comment on traces as the connected user.\n- **Tests** — list and create tests across integrity, consistency, and performance\n  (including LLM-as-a-judge), trigger evaluation, read results, and drill into the\n  rows that failed.\n- **Anything else** — call any Openlayer API endpoint directly, and search the\n  Openlayer documentation.\n\nTools are annotated as read-only or destructive, so clients can auto-approve reads\nand confirm writes.\n\n> Tool names and schemas may evolve; clients should discover the available tools\n> dynamically rather than hard-coding them.\n\n📖 **Full setup, the complete tool reference, and examples:**\n**[openlayer.com/docs/openlayer-mcp](https://www.openlayer.com/docs/openlayer-mcp)**\n\n## Installation\n\n```bash\nuv add openlayer-mcp     # or: pip install openlayer-mcp\n```\n\n## Configuration\n\nRegister the server with your client and set your API key.\n\n**Claude Code** (CLI):\n\n```bash\nclaude mcp add openlayer --env OPENLAYER_API_KEY=YOUR_OPENLAYER_API_KEY -- uvx openlayer-mcp\n```\n\n**Cursor, Claude Desktop, or VS Code** (JSON config):\n\n```json\n{\n  \"mcpServers\": {\n    \"openlayer\": {\n      \"command\": \"uvx\",\n      \"args\": [\"openlayer-mcp\"],\n      \"env\": {\n        \"OPENLAYER_API_KEY\": \"YOUR_OPENLAYER_API_KEY\"\n      }\n    }\n  }\n}\n```\n\n- **`OPENLAYER_API_KEY`** (required) — create one in your Openlayer workspace settings.\n- **`OPENLAYER_BASE_URL`** (optional) — point at a self-hosted Openlayer instance;\n  defaults to Openlayer Cloud…","publisher":null,"homepage":null,"repository":null,"version":"0.17.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:openlayer-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":0.814,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["ai","dev"],"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":"openlayer-mcp","registry":"pypi","observedAt":"2026-10-28T18:28:27.462Z","publishedAt":"2026-10-27T05:38:48.502853Z","latestVersion":"0.17.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openlayer-mcp","url":"https://pypi.org/project/openlayer-mcp/","firstSeenAt":"2026-09-10T08:26:46.961Z","fetchedAt":"2026-10-28T18:27:28.619Z","normalizedAt":"2026-10-28T18:27:28.619Z"}]},"firstSeenAt":"2026-09-10T08:26:46.961Z","updatedAt":"2026-10-28T18:28:27.462Z"}