methods-mcp
io.github.FlynnLachendro/methods-mcp
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
Connect this server
Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.
{
"mcpServers": {
"methods-mcp": {
"command": "uvx",
"args": [
"methods-mcp"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"GITHUB_TOKEN": "<your GITHUB_TOKEN>"
}
}
}
}- ANTHROPIC_API_KEYrequiredsecretRequired for LLM-driven extraction tools (extract_methods, summarize_paper, methods_repro_review).
- GITHUB_TOKENsecretOptional. Raises the GitHub REST API rate limit used by reproducibility assessment.
A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.
- Category
- Developer Tools
- Version
- 0.1.7
- Registry
- active
- Published
- 4/15/2026
More Developer Tools servers
Browse all Developer Tools →Flyto Core
flytohub
Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
io.github.flytohub/flyto-indexer
flytohub
Code intelligence MCP server — impact analysis, semantic search, dependency graphs
Flyto2 Runtime
flytohub
Self-hosted MCP runtime for ChatGPT to edit files, run commands, and test local projects.
io.github.flytomoon/al-buddy-memory
flytomoon
Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.
FlyTrap
FlyTrap-QA
FlyTrap mobile QA results for agents: bugs with evidence, screen graphs, network hosts, SDKs, diffs.
io.github.FlywheelStudio/ulink
FlywheelStudio
Deep linking for iOS, Android, Flutter & React Native. Firebase Dynamic Links alternative.
Add the badge to your site
Show visitors that methods-mcp is listed here — it’s also the link we check for a free listing.
HTML — for your website
<a href="https://serverdex.io/server/io-github-flynnlachendro-methods-mcp?utm_source=badge"><img src="https://serverdex.io/brand/badge.svg" alt="methods-mcp — listed on Serverdex" width="123" height="40" loading="lazy"></a>Recommended. A dofollow link from your own domain is the one that counts for search engines, and it's the link we check for a free listing.
Markdown — for your README
[](https://serverdex.io/server/io-github-flynnlachendro-methods-mcp?utm_source=badge)Nice for visibility, but GitHub marks README links nofollow, so it doesn't pass authority. Use the HTML badge on your site as well.