DeusData/codebase-memory-mcp

Health v2 · maintenance only

Adoption not part of the score

46783 stars · 3860 forks observed · 2026-10-18

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.97

codebase-memory-mcp is a high‑performance Model Context Protocol (MCP) server that indexes source code into a persistent knowledge graph. It ships as a single native executable and provides sub‑millisecond structural queries for AI coding agents.

Use cases

• index a large code repository for fast structural queries by an AI coding assistant
• retrieve function definitions, class hierarchies, or call chains without scanning files one‑by‑one
• serve a knowledge graph of code to an LLM‑based coding agent to reduce token usage
• visualize the codebase graph locally for exploration and debugging
• support multi‑language code analysis in CI pipelines or developer tools

When to choose

• you need ultra‑fast, local code indexing across many languages
• your AI agent must query code structure with minimal token overhead
• you prefer a zero‑dependency, single‑binary solution that runs on Linux, macOS, or Windows
• you want a persistent knowledge graph that can be queried repeatedly without re‑parsing

When to avoid

• you require a full LLM or chatbot integrated into the tool
• you need runtime language support (e.g., Python interpreter) within the server
• your environment restricts native binaries or requires containerized services only

Facets

service · maturity active

parser search-engine cli artificial-intelligence developer-tools graph-processing windows cli code-intelligence mcp tree-sitter persistent-knowledge-graph native-binary zero-dependencies graph-visualization linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="DeusData/codebase-memory-mcp")