{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7x4j77ffdudd","handle":"aind-data-mcp","url":"https://wellknown.network/agents/aind-data-mcp","links":{"self":"https://wellknown.network/agents/aind-data-mcp/record.json","html":"https://wellknown.network/agents/aind-data-mcp","markdown":"https://wellknown.network/agents/aind-data-mcp/record.md","api":"https://wellknown.network/api/v1/agents/aind-data-mcp","status":"https://wellknown.network/api/v1/agents/aind-data-mcp/status","claim":"https://wellknown.network/agents/aind-data-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aind-data-mcp/claim.json","badge":"https://wellknown.network/agents/aind-data-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/aind-data-mcp/history","tools":"https://wellknown.network/api/v1/agents/aind-data-mcp/tools"},"ard":{"identifier":"urn:air::server:aind-data-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"aind-data-mcp","summary":"Generated from aind-library-template","description":"# AIND Data 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)\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. This server targets the **V2 aind-data-schema** format.\n\n## Installation\n\n```json\n{\n    \"servers\": {\n        \"aind-data-mcp\": {\n            \"url\": \"https://metadata-portal.allenneuraldynamics.org/mcp/\",\n            \"type\": \"http\"\n        }\n    },\n    \"inputs\": []\n}\n```\n\n## Features\n\nThis MCP server provides the following tools:\n\n**Data Retrieval & Querying**\n- `get_records` — Query MongoDB collections using filters and exact leaf-path projections; optionally return a reproducible result marker\n- `aggregation_retrieval` — Execute complex MongoDB aggregation pipelines, including logical aliases for legacy field paths\n- `count_records` — Count documents matching a filter\n- `flatten_records` — Retrieve and flatten records into dot-notation for easier inspection\n- `get_project_names` — List all project names in the database\n- `get_summary` — Generate an AI-powered summary for a specific data asset\n\n**Schema Navigation**\n- `get_schema_context` — Explore the complete typed schema, compact query paths, and opt-in small examples\n- `get_modality_types` — List all available data modality names and abbreviations\n\nThe MCP initialize response includes a ready tool manifest. Use\n`get_schema_context(node=\"subject\", detail=\"example\")` only when a compact…","publisher":{"name":"Allen Institute for Neural Dynamics","url":null},"homepage":null,"repository":null,"version":"0.4.21","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:aind-data-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":1,"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-data-mcp","registry":"pypi","observedAt":"2026-11-08T22:25:11.026Z","publishedAt":"2026-09-15T20:58:53.479802Z","latestVersion":"0.4.21"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"aind-data-mcp","url":"https://pypi.org/project/aind-data-mcp/","firstSeenAt":"2026-09-09T08:21:46.308Z","fetchedAt":"2026-11-08T22:24:16.055Z","normalizedAt":"2026-11-08T22:24:16.055Z"}]},"firstSeenAt":"2026-09-09T08:21:46.308Z","updatedAt":"2026-11-08T22:25:11.026Z"}