MCP Servers

DeusData/codebase-memory-mcp

Name: DeusData/codebase-memory-mcp
Author: Various

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.

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Our verdict

Not reviewed yet

We have not reviewed DeusData/codebase-memory-mcp yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About DeusData/codebase-memory-mcp

High-performance code intelligence MCP server written in C. Indexes codebases into a persistent knowledge graph with sub-millisecond query times and support for 158 languages. Designed as a single static binary with zero dependencies, it reduces token usage by 99% when providing code context to language models.

Best for

Developers building AI-assisted coding tools that need fast, token-efficient codebase understanding

Use cases

Indexing a large monorepo for instant code search and navigation
Enabling LLMs to query code structure with minimal token overhead
Providing context-aware code intelligence to AI coding assistants

Notes

3,556 stars on GitHub. Last updated 2026-06-13. Licensed MIT.

Pros

Sub-millisecond query speeds even for large repositories
Broad language support covering 158 programming languages
Single static binary with zero external dependencies

Cons

Initial indexing of huge codebases may take time
Lacks dynamic analysis or runtime behavior tracking
No built-in graphical interface or advanced code review features

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Tools exposed

codebase-memory-mcp-ui
graph-ui

Clients the listing names (not checked here)

Claude Code, Codex

Install

Add DeusData/codebase-memory-mcp to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio deusdata-codebase-memory-mcp -- npx -y codebase-memory-mcp@0.12.1

Version 0.12.1 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp@0.12.1"
      ]
    }
  }
}

Version 0.12.1 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp@0.12.1"
      ]
    }
  }
}

Version 0.12.1 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "deusdata-codebase-memory-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp@0.12.1"
      ]
    }
  }
}

Version 0.12.1 · From the Official MCP registry, read 24 Oct 2026 · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.deusdata-codebase-memory-mcp]
command = "npx"
args = ["-y", "codebase-memory-mcp@0.12.1"]

Version 0.12.1 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Codex's config docs

ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What DeusData/codebase-memory-mcp connects to

5 clients, each with how we know and when we checked.

Works with	Type	How we know	Checked
Claude Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.12.1Config checked	24 Oct 2026Claude Code docs
Claude Desktop	Client	Install recipe matches the client's documented formatRuns locally, version 0.12.1Config checked	24 Oct 2026Claude Desktop docs
Cursor	Client	Install recipe matches the client's documented formatRuns locally, version 0.12.1Config checked	24 Oct 2026Cursor docs
VS Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.12.1Config checked	24 Oct 2026VS Code docs
Codex	Client	Install recipe matches the client's documented formatRuns locally, version 0.12.1Config checked	24 Oct 2026Codex docs

Health and security

Is DeusData/codebase-memory-mcp looked after, and what do its setup files show

Security check static checks

100 out of 100

Reads what is published about the server: package advisories, licence, secrets in the documented setup and tool permissions. Nothing is installed or run, so this is not a security assessment. Checked 24 Oct 2026 by edna-static-v1. What it checks

Licence: MIT

Note No published npm or PyPI package of this repository was found, so package advisories were not checked.
Note The lab has not recorded this server's tool list yet, so tool permissions were not checked.

Alternatives

Alternatives to DeusData/codebase-memory-mcp

Record	Type	How we know	Checked
oraios/serenaThis is an alternative to it	MCP server	Named in the listing	Not dated
repowise-dev/repowiseThis is an alternative to it	MCP server	Named in the listing	Not dated

Compare

Compare DeusData/codebase-memory-mcp side by side

Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Alternative to2 entries

MMCPlowCatalogue

oraios/serena

Various

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

★ 24,823

MMCPlowCatalogue

repowise-dev/repowise

Various

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

★ 6,306

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

Pairs with2 entries

MMCPlowCatalogue

idosal/git-mcp

Various

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

★ 8,121

MMCPlowCatalogue

semgrep/semgrep

Various

Lightweight static analysis for many languages. Find bug variants with patterns that look like source code.

★ 16,778

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