code-analysis-context-python-mcp
Rank #133,395glama/andreahaku/code-analysis-context-python-mcp
A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.
What you can do with code-analysis-context-python-mcp
code-analysis-context-python-mcp is a Model Context Protocol (MCP) server published by andreahaku. It ranks #133,395 of 171,866 active servers on MCP Toplist, and its repository has 1 GitHub stars. code-analysis-context-python-mcp is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jun 21, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What code-analysis-context-python-mcp can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using code-analysis-context-python-mcp
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 8, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect code-analysis-context-python-mcp and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- LLM Memory MCP Server#48,849
- Expo iOS Development MCP Server#54,664
- github-wiki-mcp#84,889
- GPT-5 MCP Server#133,396
No task-specific alternatives are catalogued for code-analysis-context-python-mcpyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 21, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Nov 8, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 8, 2026
- Glama ↗listed since Jun 21, 2026 · still listed
Do you maintain code-analysis-context-python-mcp? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 38,471 of 171,866 servers on MCP Toplist.
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[](https://mcptoplist.com/server/glama%2Fandreahaku%2Fcode-analysis-context-python-mcp)<a href="https://mcptoplist.com/server/glama%2Fandreahaku%2Fcode-analysis-context-python-mcp"><img src="https://mcptoplist.com/badge/glama%2Fandreahaku%2Fcode-analysis-context-python-mcp.svg" alt="MCP Toplist: #133,395 of 171,866" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains code-analysis-context-python-mcp?
- code-analysis-context-python-mcp is maintained by andreahaku, which publishes 5 MCP servers tracked on MCP Toplist.
- Is code-analysis-context-python-mcp listed on the Official MCP Registry?
- code-analysis-context-python-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does code-analysis-context-python-mcp have?
- Version information is unavailable for code-analysis-context-python-mcp: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for code-analysis-context-python-mcp?
- The source code for code-analysis-context-python-mcp is hosted at github.com/andreahaku/code-analysis-context-python-mcp.
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