Codemem MCP Server

Your coding agents keep rebuilding what you already have. codemem remembers what they built, across every project and every machine, and scores each piece on evidence of whether it worked. It runs locally over stdio via the published package.

People who work with Codemem and Ollama and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-25 · ★ 2 · #135 OF 250 MAINTAINED CODING AGENT · VERIFIED 2026-09-30

Apache-2.0 · Python servers · how we verify → /methodology

01 · Install Codemem

before you install - you'll need

Set CODEMEM_URL, OLLAMA_URL before connecting. CODEMEM_EMBED is optional or environment-specific per the README.

Claude Code

claude mcp add jeang42-codemem -- uvx codemem-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "jeang42-codemem": {
      "command": "uvx",
      "args": [
        "codemem-mcp"
      ]
    }
  }
}

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 2026-09-10 - young repo, little track record yet

license Apache-2.0 - declared in the repository

pypi package codemem-mcp - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.jeang42 is GitHub-verified and matches the repo owner

03 · What Codemem can do

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

Latest releases

v0.1.0 · 2026-09-25

All notable changes to codemem. Versions follow semantic versioning. · 0.1.0 - unreleased · First release on PyPI, as codemem-mcp (the name codemem on PyPI belongs to an unrelated · project). The import package and the…

04 · Who maintains Codemem

codemem is maintained by jeang42. It's the only MCP server we track from this author; the repo dates to Sep 2026.

05 · Facts

repository: github.com/jeang42/codemem
website: https://github.com/jeang42/codemem
category: coding agent - ranked #135 of 250 actively-maintained coding agent servers as of 2026-09-30.
release cadence: 1 release in the last 90 days (latest 2026-09-25)
registry: io.github.jeang42/codemem (active, first published 2026-09-25)
packages: pypi:codemem-mcp

06 · Codemem FAQ

What is Codemem?

Is Codemem still maintained?

Yes - as of 2026-09-30, its last commit was 2026-09-25 and it shipped 1 release in the last 90 days. We re-verify nightly.

How do I install Codemem?

Run `uvx codemem-mcp`. The README documents 3 environment variables (CODEMEM_URL, OLLAMA_URL, CODEMEM_EMBED) to set first. Set CODEMEM_URL, OLLAMA_URL before connecting. CODEMEM_EMBED is optional or environment-specific per the README. You can also paste the ready-made client config above.

Does Codemem 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 Codemem

Alternatives to Codemem

Maintained coding agent servers if Codemem isn't the fit.

Pairs well with

Servers that cover what Codemem doesn't - only shown when the pairing reason fits the companion.

More coding agent MCP servers · Entroly · Luogu MCP Server · Baton · Martin Loop · Agent Comm

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