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Agents tracked: 258 Downloads (7d): 219M up 6.1% GitHub stars: 5.5M VS Code installs: 148M Releases (7d): 327 Agent status: 1 with issues Updated Oct 7, 2026

Context Engine MCP server

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Cloud and DevOps ★ 351 GitHub starsv0.1.0Updated Jul 11, 2026

Install

PyPI (stdio)uvx melonelish-context-engine

JSON for apps that use an mcpServers block (Claude Desktop, Cursor and others):

{"mcpServers": {
  "context-engine": {
    "command": "uvx",
    "args": ["melonelish-context-engine"]
  }
}}

From the server's registry entry. Many servers also need an API key or other settings: check the repository's README before you run it.

About this server

Registry nameio.github.melonelish/context-engine
Repositorygithub.com/melonelish/context-engine
Packagespypi melonelish-context-engine
In the registry sinceJul 11, 2026
GitHub stars351

Listed from the official MCP Registry. We have not reviewed or tested this server; a local server runs code on your machine, so read the repository first.

Use it with

AI agents whose docs say they support MCP.

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