Search / io.github.FlynnLachendro/methods-mcp
methods-mcp
L0· runs locallyMCP server for structured methods extraction + reproducibility heuristics on academic papers.
v0.1.7 · active · repository · website · descriptor JSON · versions
Search / io.github.FlynnLachendro/methods-mcp
L0· runs locallyMCP server for structured methods extraction + reproducibility heuristics on academic papers.
v0.1.7 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"methods-mcp": {
"command": "uvx",
"args": [
"methods-mcp==0.1.7"
],
"env": {
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
}
}
}
}claude mcp add methods-mcp -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -e "GITHUB_TOKEN=${GITHUB_TOKEN}" -- uvx methods-mcp==0.1.7[mcp_servers.methods-mcp]
command = "uvx"
args = ["methods-mcp==0.1.7"]
env = { "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}", "GITHUB_TOKEN" = "${GITHUB_TOKEN}" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"methods-mcp": {
"type": "local",
"command": [
"uvx",
"methods-mcp==0.1.7"
],
"enabled": true,
"environment": {
"ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}",
"GITHUB_TOKEN": "{env:GITHUB_TOKEN}"
}
}
}
}{
"mcpServers": {
"methods-mcp": {
"command": "uvx",
"args": [
"methods-mcp==0.1.7"
],
"env": {
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=methods-mcp&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJtZXRob2RzLW1jcD09MC4xLjciXSwiZW52Ijp7IkFOVEhST1BJQ19BUElfS0VZIjoiJHtBTlRIUk9QSUNfQVBJX0tFWX0iLCJHSVRIVUJfVE9LRU4iOiIke0dJVEhVQl9UT0tFTn0ifX0%3D"
}{
"servers": {
"methods-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"methods-mcp==0.1.7"
],
"env": {
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
}
}
}
}{
"mcpServers": {
"methods-mcp": {
"command": "uvx",
"args": [
"methods-mcp==0.1.7"
],
"env": {
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
}
}
}
}extensions:
"methods-mcp":
enabled: true
name: "methods-mcp"
type: stdio
cmd: "uvx"
args:
- "methods-mcp==0.1.7"
envs:
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
"GITHUB_TOKEN": "${GITHUB_TOKEN}"
timeout: 300
Placeholders to fill from your own secret store: ${ANTHROPIC_API_KEY}, ${GITHUB_TOKEN}. The registry never accepts secret values.
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknowndeps.known_vulnsno known advisory in 78 resolved packagesdeps.mcp_sdk_versionmcp 2.2.0, no known advisorydeps.resolvable[email protected] resolved: 78 packagesNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +website ~liveness-unmeasured -stale-187d
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI77 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19
No known advisory affects this dependency graph.
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
methods-mcp | pypi | 0.1.7 | uvx | ANTHROPIC_API_KEY, GITHUB_TOKEN |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.FlynnLachendro/methods-mcp",
"title": "methods-mcp",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.1.7",
"packages": [
{
"version": "0.1.7",
"transport": {
"type": "stdio"
},
"identifier": "methods-mcp",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"environmentVariables": [
{
"name": "ANTHROPIC_API_KEY",
"isSecret": true,
"isRequired": true,
"description": "Required for LLM-driven extraction tools (extract_methods, summarize_paper, methods_repro_review)."
},
{
"name": "GITHUB_TOKEN",
"isSecret": true,
"description": "Optional. Raises the GitHub REST API rate limit used by reproducibility assessment."
},
{
"name": "METHODS_MCP_MODEL",
"description": "Override the default Claude model (default: claude-sonnet-4-6)."
}
]
}
],
"repository": {
"url": "https://github.com/FlynnLachendro/methods-mcp",
"source": "github"
},
"websiteUrl": "https://github.com/FlynnLachendro/methods-mcp",
"description": "MCP server for structured methods extraction + reproducibility heuristics on academic papers."
}