PypReader-MCP
Rank #32,681glama/zakahan/pypreader-mcp
An MCP server that enables AI models to inspect local Python packages by retrieving PyPI descriptions, file structures, and source code. It allows agents to understand third-party libraries directly from a specified environment for tasks like code analysis and dependency checking.
What you can do with PypReader-MCP
PypReader-MCP is a Model Context Protocol (MCP) server published by zakahan. It ranks #32,681 of 150,963 active servers on MCP Toplist, and its repository has 4 GitHub stars. PypReader-MCP is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Jul 3, 2025 and most recently updated on Jul 6, 2025.
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 PypReader-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 PypReader-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 Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect PypReader-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
No task-specific alternatives are catalogued for PypReader-MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jul 3, 2025
- Latest release tag
- Jul 6, 2025
- Version history
- 2 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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
- Oct 22, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain PypReader-MCP? to correct or enrich this profile.
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 0.1.1 | Jul 6, 2025 |
| 0.1.0 | Jul 3, 2025 |
Ranks ahead of 118,282 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fzakahan%2Fpypreader-mcp)<a href="https://mcptoplist.com/server/glama%2Fzakahan%2Fpypreader-mcp"><img src="https://mcptoplist.com/badge/glama%2Fzakahan%2Fpypreader-mcp.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains PypReader-MCP?
- PypReader-MCP is maintained by zakahan, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is PypReader-MCP listed on the Official MCP Registry?
- PypReader-MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does PypReader-MCP have?
- No registry surfaces explicit version metadata for PypReader-MCP; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Jul 6, 2025.
- Where can I find the source code for PypReader-MCP?
- The source code for PypReader-MCP is hosted at github.com/zakahan/pypreader-mcp.
Do you run this server?
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