Context Engine MCP Server

把噪声日志、检索片段和代码上下文，压缩成大模型更容易使用的高信号输入。面向 Agent 工作流、RAG 管线、AI Coding 助手的任务感知 Context Compression Layer。. It runs locally over stdio via the published package.

People connecting this server to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-07-11 · ★ 356 · #300 OF 848 MAINTAINED OTHER · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Context Engine

Claude Code

claude mcp add melonelish-context-engine -- uvx melonelish-context-engine

Claude Desktop / Cursor / VS Code - add to config

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

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

repo age created 2026-07-03 - young repo, little track record yet

license MIT - declared in the repository

pypi package melonelish-context-engine - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.melonelish is GitHub-verified and matches the repo owner

03 · What Context Engine can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.1.0 · 2026-07-11

04 · Who maintains Context Engine

Context Engine is maintained by melonelish. It's the only MCP server we track from this author; the repo dates to Jul 2026.

05 · Facts

repository: github.com/melonelish/context-engine
category: other - ranked #300 of 848 actively-maintained other servers as of 2026-08-25.
release cadence: 1 release in the last 90 days (latest 2026-07-11)
registry: io.github.melonelish/context-engine (active, first published 2026-07-11)
packages: pypi:melonelish-context-engine

06 · Context Engine FAQ

What is Context Engine?

Is Context Engine still maintained?

Yes - as of 2026-08-25, its last commit was 2026-07-11 and it shipped 1 release in the last 90 days. We re-verify nightly.

How do I install Context Engine?

Run `uvx melonelish-context-engine`. You can also paste the ready-made client config above.

Does Context Engine run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Context Engine

Alternatives to Context Engine

Maintained other servers if Context Engine isn't the fit.

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