by DeusData · MCP Server · ★ 22.0k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
codebase-memory-mcp Stop paying 100x more tokens for code exploration. This MCP server indexes your codebase into a persistent knowledge graph that survives session restarts and context compaction. One graph query returns what would take dozens of grep/Glob calls — precise structural results in 500 tokens vs 80K tokens for file-by-file exploration. Single Go binary. No Docker, no external databases, no API keys. One command to install, say "Index this project" — done. Parses source code with tree-sitter, extracts functions, classes, modules, call relationships, and cross-service HTTP links. Exposes the graph through 14 MCP tools for use with Claude Code, Codex CLI, Cursor, Windsurf, Gemini CLI, VS Code, Zed, or any MCP-compatible client. Also includes a CLI mode for direct tool invocation from the shell — no MCP client needed.
| Stars | 22,014 |
| Forks | 1,592 |
| Language | C |
| Category | MCP Server |
| License | MIT |
| Quality Score | 71.6667993049335/100 |
| Open Issues | 194 |
| Last Updated | 2026-06-30 |
| Created | 2026-02-24 |
| Platforms | claude-code, cli, codex, docker, gemini, mcp |
| Est. Tokens | ~22k |
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codebase-memory-mcp is 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. Single static binary. It is categorized as a MCP Server with 22.0k GitHub stars.
codebase-memory-mcp is primarily written in C. It covers topics such as aider, ast, claude-code.
You can find installation instructions and usage details in the codebase-memory-mcp GitHub repository at github.com/DeusData/codebase-memory-mcp. The project has 22.0k stars and 1592 forks, indicating an active community.
codebase-memory-mcp is released under the MIT license, making it free to use and modify according to the license terms.
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