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Codebase Memory MCP

Codebase Memory MCP AI Agent
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Overview

Open-source MCP server that indexes codebases into a persistent knowledge graph for fast structural queries by AI coding tools.

Codebase Memory MCP is an open-source code intelligence MCP server from DeusData. It indexes repositories into a persistent knowledge graph so compatible coding tools can query functions, classes, call chains, HTTP routes, and cross-service links with fewer tokens. The GitHub project describes support for tree-sitter AST analysis across 158 languages, hybrid LSP semantic type resolution for major languages including Python, TypeScript, JavaScript, PHP, C#, Go, C, C++, Java, Kotlin, and Rust, 14 MCP tools, and distribution as a single static binary for macOS, Linux, and Windows with zero dependencies.

Autonomy level

18%

Reasoning: Codebase Memory MCP is implemented as a high-performance **code intelligence MCP server** that indexes a codebase into a persistent knowledge graph for use by external AI coding assistants such as Claude Code, Codex CLI, and ChatGPT. It acts as a backend service that parses code (via tree-sitter), builds a structural graph of functions, classes, ca...

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Some of the use cases of Codebase Memory MCP:

  • Indexing codebases into a persistent knowledge graph
  • Answering structural code questions through MCP tools
  • Reducing token usage during repository exploration
  • Finding functions, classes, call chains, routes, and cross-service links
  • Adding code intelligence to compatible coding assistants

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Popularity level: 65%

Codebase Memory MCP Video:

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Describe the job. Get an AI worker you can actually message.

We create the setup, keep it running after your laptop closes, and save its memory. Test in the browser, then add Telegram, WhatsApp, or Slack.

Runs without your laptopBrowser + messaging appsBackups and clonesMemory survives restarts

Plans start at $29/month. Cancel anytime.

Hosted agent

OpenClaw or Hermes

saved state
Browser
WhatsApp
Telegram
Slack
“I checked the inbox, handled the routine messages, and sent you the one question that needs a decision.”
Create an AI worker that keeps running after this tab closes.
Open Agent Factory

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