MCPLow riskUnclaimed
methods-mcp
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
FlynnLachendroflynnlachendro/methods-mcp
server.json
{
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.FlynnLachendro/methods-mcp",
"description": "MCP server for structured methods extraction + reproducibility heuristics on academic papers.",
"title": "methods-mcp",
"repository": {
"url": "https://github.com/FlynnLachendro/methods-mcp",
"source": "github"
},
"version": "0.1.7",
"websiteUrl": "https://github.com/FlynnLachendro/methods-mcp",
"packages": [
{
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"identifier": "methods-mcp",
"version": "0.1.7",
"runtimeHint": "uvx",
"transport": {
"type": "stdio"
},
"environmentVariables": [
{
"description": "Required for LLM-driven extraction tools (extract_methods, summarize_paper, methods_repro_review).",
"isRequired": true,
"isSecret": true,
"name": "ANTHROPIC_API_KEY"
},
{
"description": "Optional. Raises the GitHub REST API rate limit used by reproducibility assessment.",
"isSecret": true,
"name": "GITHUB_TOKEN"
},
{
"description": "Override the default Claude model (default: claude-sonnet-4-6).",
"name": "METHODS_MCP_MODEL"
}
]
}
]
}Permissions
DeclaredDetected
Runs code—
pythonInstalls—
pypi:methods-mcp@0.1.7Runs install scripts—None
NetworkNoneNone
Needs credentials
ANTHROPIC_API_KEYGITHUB_TOKENANTHROPIC_API_KEYGITHUB_TOKENOutside the workspace—None
Agent tools—None
Checks
Low risk · Nothing worth a warning was found.
Not reviewed by a person · Checked by rules; the model review is not switched on yet.
Versions
- #10.1.7latestOct 7, 2026
methods-mcpOpen in Codeg