Scientific Paper Reading Assistant
Rank #32,789glama/Lxy-hqu/-mcp-for-paper-read-based-on-AI-IDE
Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.
What you can do with Scientific Paper Reading Assistant
Scientific Paper Reading Assistant is a Model Context Protocol (MCP) server published by lxy-hqu. It ranks #32,789 of 150,963 active servers on MCP Toplist, and its repository has 15 GitHub stars. Scientific Paper Reading Assistant is listed across 2 registries — Glama and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on Dec 2, 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 Scientific Paper Reading Assistant 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 Scientific Paper Reading Assistant
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 Scientific Paper Reading Assistant 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.
What changed, and when this was checked
- First listed
- Dec 2, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- 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
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain Scientific Paper Reading Assistant? to correct or enrich this profile.
Version information unavailable
The registries that list this server do 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 118,174 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%2FLxy-hqu%2F-mcp-for-paper-read-based-on-AI-IDE)<a href="https://mcptoplist.com/server/glama%2FLxy-hqu%2F-mcp-for-paper-read-based-on-AI-IDE"><img src="https://mcptoplist.com/badge/glama%2FLxy-hqu%2F-mcp-for-paper-read-based-on-AI-IDE.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 Scientific Paper Reading Assistant?
- Scientific Paper Reading Assistant is maintained by lxy-hqu, which publishes 1 MCP server tracked on MCP Toplist.
- Is Scientific Paper Reading Assistant listed on the Official MCP Registry?
- Scientific Paper Reading Assistant is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does Scientific Paper Reading Assistant have?
- Version information is unavailable for Scientific Paper Reading Assistant: 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 Scientific Paper Reading Assistant?
- The source code for Scientific Paper Reading Assistant is hosted at github.com/lxy-hqu/-mcp-for-paper-read-based-on-ai-ide.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.