anndata-mcp
Rank #10,553glama/biocontext-ai/anndata-mcp
Allows to retrieve information about an AnnData object via MCP using the read_lazy function from anndata.
anndata-mcp is a Model Context Protocol (MCP) server published by biocontext-ai. It ranks #10,553 of 115,460 servers tracked on MCP Toplist, and its repository has 7 GitHub stars. anndata-mcp is listed on Glama, with 12 release tags tracked from its GitHub repository. It was first listed on Oct 29, 2025 and most recently updated on Feb 27, 2026.
Ranks ahead of 104,907 of 115,460 servers on MCP Toplist.
Use anndata-mcp
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fbiocontext-ai%2Fanndata-mcp)<a href="https://mcptoplist.com/server/glama%2Fbiocontext-ai%2Fanndata-mcp"><img src="https://mcptoplist.com/badge/glama%2Fbiocontext-ai%2Fanndata-mcp.svg" alt="MCP Toplist: Top 10% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
biocontext-ai
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GitHub releases (12)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 0.2.11 | Feb 27, 2026 |
| 0.2.10 | Dec 8, 2025 |
| 0.2.9 | Nov 25, 2025 |
| 0.2.8 | Nov 16, 2025 |
| 0.2.7 | Nov 13, 2025 |
| 0.2.6 | Nov 12, 2025 |
| 0.2.5 | Nov 9, 2025 |
| 0.2.4 | Nov 8, 2025 |
| 0.2.3 | Nov 7, 2025 |
| 0.2.2 | Nov 7, 2025 |
| 0.2.0 | Nov 7, 2025 |
| 0.1.0 | Oct 29, 2025 |
Frequently asked questions
- Who maintains anndata-mcp?
- anndata-mcp is maintained by biocontext-ai, which publishes 6 MCP servers (29 total versions) tracked on MCP Toplist.
- Is anndata-mcp listed on the Official MCP Registry?
- anndata-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does anndata-mcp have?
- No registry surfaces explicit version metadata for anndata-mcp; MCP Toplist tracks 12 release tags from its GitHub repository, most recently published on Feb 27, 2026.
- Where can I find the source code for anndata-mcp?
- The source code for anndata-mcp is hosted at github.com/biocontext-ai/anndata-mcp.