{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_wf778c8py5ve","handle":"looker-mcp-server","url":"https://wellknown.network/agents/looker-mcp-server","links":{"self":"https://wellknown.network/agents/looker-mcp-server/record.json","html":"https://wellknown.network/agents/looker-mcp-server","markdown":"https://wellknown.network/agents/looker-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/looker-mcp-server","status":"https://wellknown.network/api/v1/agents/looker-mcp-server/status","claim":"https://wellknown.network/agents/looker-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/looker-mcp-server/claim.json","badge":"https://wellknown.network/agents/looker-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/looker-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/looker-mcp-server/tools"},"ard":{"identifier":"urn:air::server:looker-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"looker-mcp-server","summary":"A Model Context Protocol (MCP) server for the Looker API with full tool coverage, OAuth pass-through, and user impersonation support.","description":"# looker-mcp-server\n\n[![PyPI - Version](https://img.shields.io/pypi/v/looker-mcp-server?style=flat-square)](https://pypi.org/project/looker-mcp-server/)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/looker-mcp-server?style=flat-square)](https://pypi.org/project/looker-mcp-server/)\n[![License](https://img.shields.io/github/license/ultrathink-solutions/looker-mcp-server?style=flat-square)](LICENSE)\n[![CI](https://img.shields.io/github/actions/workflow/status/ultrathink-solutions/looker-mcp-server/ci.yml?branch=main&style=flat-square&label=CI)](https://github.com/ultrathink-solutions/looker-mcp-server/actions/workflows/ci.yml)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json&style=flat-square)](https://github.com/astral-sh/ruff)\n\nA full-featured [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server for the [Looker API](https://cloud.google.com/looker/docs/reference/looker-api/latest). Gives AI assistants direct access to your Looker instance — querying the semantic model, managing content, editing LookML, and administering users — all through a standard MCP interface.\n\n## Features\n\n- **160 tools** across 15 groups covering the full Looker API surface\n- **Semantic layer queries** — query through LookML models, not raw SQL\n- **OAuth pass-through** — forward user tokens from an upstream gateway or MCP OAuth flow\n- **User impersonation** — admin sudo on self-hosted Looker, OAuth on Google Cloud core\n- **Dual transport** — stdio for local/CLI use, streamable-http for production deployment\n- **Both MCP protocol eras** — one endpoint serves 2025-11-25 clients (`initialize` handshake, `Mcp-Session-Id` sessions) and 2026-07-28 clients (no handshake, no session). Built on FastMCP 4 and the MCP Python SDK 2. See [Protocol Eras and HTTP Sessions](#protocol-eras-and-http-sessions)\n- **Selective tool loading** — enable only the tool groups you need via `--groups`\n- **Pluggable…","publisher":null,"homepage":"https://github.com/ultrathink-solutions/looker-mcp-server","repository":"https://github.com/ultrathink-solutions/looker-mcp-server","version":"0.25.0","license":"Apache-2.0","protocols":["mcp"],"tags":["bi","looker","lookml","mcp","model-context-protocol","semantic-layer"],"pricing":null,"endpoints":[{"url":"pypi:looker-mcp-server","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":"analytics.reporting","name":"Reporting & Dashboards","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.733,"provenance":"derived"}],"categories":["analytics","data","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":"looker-mcp-server","registry":"pypi","observedAt":"2026-10-28T09:22:58.430Z","publishedAt":"2026-10-21T19:27:46.738968Z","latestVersion":"0.25.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"looker-mcp-server","url":"https://pypi.org/project/looker-mcp-server/","firstSeenAt":"2026-09-09T23:26:08.618Z","fetchedAt":"2026-10-28T09:21:14.596Z","normalizedAt":"2026-10-28T09:21:14.596Z"}]},"firstSeenAt":"2026-09-09T23:26:08.618Z","updatedAt":"2026-10-28T09:22:58.430Z"}