# AllenNeuralDynamics/aind-metadata-mcp

> MCP server providing access to Allen Institute for Neural Dynamics metadata and data assets: MongoDB queries, aggregations, schemas, NWB files, and AI summaries. The repo is being archived; for V2 metadata see aind-data-mcp.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 0 total · +0 stars measured 2026-10-19, 00:14–13:12 UTC, ≈ 0 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2025-05-29 · Last push: 2026-04-21
- GitHub: https://github.com/AllenNeuralDynamics/aind-metadata-mcp · Page: https://gitnova.dev/en/r/AllenNeuralDynamics/aind-metadata-mcp

## Useful for

- Connect the MCP server to Cursor or Claude Desktop to query AIND metadata
- Run a MongoDB aggregation pipeline over AIND metadata collections
- Load and explore NWB files through the server tools

## Why it’s here

- Star-counter measurements on 2026-10-19 (UTC), 00:14–13:12: 0 → 0 stars (+0). This is the change over that interval.
- New listing on mcp.so.
- The repository is archived — the author no longer develops it.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 0
- Issues and pull requests: 6
- Watchers: 0
- Average over the last week: 0 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 0

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-20 … 2026-10-19: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0

## Magnitude by day, last 6 days

10-14 0.0, 10-15 0.0, 10-16 0.0, 10-17 0.0, 10-18 0.0, 10-19 0.0

## Spotted in now

- New listing on mcp.so

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-19 13:14 UTC, updated every 30 minutes.