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llm-context.py

llm-context.py is an MCP server, listed under version control. Its repository has 307 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

Install

Read from llm-context.py’s own README, close to verbatim -- not written by us, and not guessed.

uv tool install

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

Maintenance

Stars
307
State
listed
Licence
Apache-2.0
From the repository

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

llm-context.py compared with similar servers

llm-context.py compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
llm-context.py (this page)—None listed3072026-10-19Apache-2.0
mcp-proxygithubAPI_ACCESS_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN2,8052026-10-14MIT
cve-mcp-serverabuseipdb, github, greynoise, nvd, shodan, urlscan, virustotal, vulncheckABUSEIPDB_KEY, GITHUB_TOKEN, GREYNOISE_API_KEY, NVD_API_KEY, SHODAN_KEY, URLSCAN_KEY, VIRUSTOTAL_KEY, VULNCHECK_TOKEN1,6332026-10-01Apache-2.0
idea-reality-mcpgithubGITHUB_TOKEN8282026-09-18MIT
anythingmcpjwtJWT_SECRET7752026-10-22AGPL-3.0
RepoMapper—None listed2172025-12-08MIT

Ranked by services in common with llm-context.py, then by stars. Figures are from each repository when we last read it.

Common questions about llm-context.py

What does llm-context.py do?
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
How do I install llm-context.py?
Its own README gives this command: uv tool install. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Is llm-context.py official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 307 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-19.
What licence does llm-context.py use?
The repository declares the Apache-2.0 licence.

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