{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_asqrmx73t9a5","handle":"aind-metadata-mcp","url":"https://wellknown.network/agents/aind-metadata-mcp","links":{"self":"https://wellknown.network/agents/aind-metadata-mcp/record.json","html":"https://wellknown.network/agents/aind-metadata-mcp","markdown":"https://wellknown.network/agents/aind-metadata-mcp/record.md","api":"https://wellknown.network/api/v1/agents/aind-metadata-mcp","status":"https://wellknown.network/api/v1/agents/aind-metadata-mcp/status","claim":"https://wellknown.network/agents/aind-metadata-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aind-metadata-mcp/claim.json","badge":"https://wellknown.network/agents/aind-metadata-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/aind-metadata-mcp/history","tools":"https://wellknown.network/api/v1/agents/aind-metadata-mcp/tools"},"ard":{"identifier":"urn:air::server:aind-metadata-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"aind-metadata-mcp","summary":"MCP server for AIND metadata","description":"# Archive Notice\nThis repo is being archived.\n\n# AIND Metadata MCP Server\n\n[![License](https://img.shields.io/badge/license-MIT-brightgreen)](LICENSE)\n![Code Style](https://img.shields.io/badge/code%20style-black-black)\n[![semantic-release: angular](https://img.shields.io/badge/semantic--release-angular-e10079?logo=semantic-release)](https://github.com/semantic-release/semantic-release)\n![Interrogate](https://img.shields.io/badge/interrogate-100.0%25-brightgreen)\n![Coverage](https://img.shields.io/badge/coverage-100%25-brightgreen?logo=codecov)\n![Python](https://img.shields.io/badge/python->=3.11-blue?logo=python)\n\nAn MCP (Model Context Protocol) server that provides access to AIND (Allen Institute for Neural Dynamics) metadata and data assets through a comprehensive set of tools and resources.\n\n> [!WARNING]\n> This MCP server is deprecated. You can continue using it to access V1 metadata.  \n> For V2 metadata, please see [aind-data-mcp](https://github.com/AllenNeuralDynamics/aind-data-mcp/).\n\n## Features\n\nThis MCP server provides tools for:\n\n- **Data Retrieval**: Query MongoDB collections with filters and projections\n- **Aggregation**: Execute complex MongoDB aggregation pipelines\n- **Schema Exploration**: Access detailed schema examples and documentation\n- **NWB File Access**: Load and explore NWB (Neurodata Without Borders) files\n- **Data Summaries**: Generate AI-powered summaries of data assets\n\n## Installation\n\nInstall uv if you haven't already - following [this documentation](https://docs.astral.sh/uv/getting-started/installation/)\n\nInstall the MCP server using uv:\n\n```bash\nuv tool install aind-metadata-mcp\n```\n\nOr using pip:\n\n```bash\npip install aind-metadata-mcp\n```\n\n## Configuration\n\n### For Cline (VSCode Extension)\n\nIn order to ensure that the MCP server runs in your preferred client, you will have to download the `aind-metadata-mcp` package to your console. If space is an issue, please set `UV_CACHE_DIR` and `UV_TOOL_DIR` to locations that have capacity be…","publisher":{"name":"Allen Institute for Neural Dynamics","url":null},"homepage":null,"repository":null,"version":"0.5.4","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:aind-metadata-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":0.779,"provenance":"derived"}],"categories":["data"],"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":"aind-metadata-mcp","registry":"pypi","observedAt":"2026-11-08T22:25:11.117Z","publishedAt":"2026-04-21T18:09:38.797663Z","latestVersion":"0.5.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"aind-metadata-mcp","url":"https://pypi.org/project/aind-metadata-mcp/","firstSeenAt":"2026-09-09T08:21:46.548Z","fetchedAt":"2026-11-08T22:24:16.210Z","normalizedAt":"2026-11-08T22:24:16.210Z"}]},"firstSeenAt":"2026-09-09T08:21:46.548Z","updatedAt":"2026-11-08T22:25:11.117Z"}