Menu
High-performance code intelligence MCP server — index codebases into persistent knowledge graphs with sub-ms queries.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
In-process vector database for AI applications — embed vector search, hybrid retrieval, and full-text search directly into your application without managing a separate server.
LLM-powered knowledge extraction CLI — transform unstructured text into structured knowledge (graphs, hypergraphs, spatio-temporal graphs) with a single command.
Give your AI agent one-click internet access — Twitter, Reddit, YouTube, GitHub, Bilibili, and more. Zero API fees.
Generate token-efficient CLIs for AI agents by reading API docs and studying community patterns. Prints Go binaries + Claude Code skills + MCP servers.
Terminal AI coding agent with video input, subagents, MCP support, and ACP editor integration
AI-powered code review CLI — deterministic pipelines + LLM agent, battle-tested at Alibaba scale
| name | codebase-memory-mcp |
| description | High-performance code intelligence MCP server — index codebases into persistent knowledge graphs with sub-ms queries. |
| version | 1.0.0 |
| author | Hermes Agent |
| license | MIT |
| platforms | ["linux","macos"] |
| metadata | {"hermes":{"tags":["code-intelligence","mcp","knowledge-graph","codebase-analysis","rag"],"related_skills":["crawl4ai","headroom"]}} |
High-performance code intelligence MCP server written in C. Indexes entire codebases into persistent knowledge graphs with 155-language support and sub-millisecond queries.
# Download latest release
curl -sL https://github.com/DeusData/codebase-memory-mcp/releases/latest/download/codebase-memory-mcp \
-o /usr/local/bin/codebase-memory-mcp
chmod +x /usr/local/bin/codebase-memory-mcp
# Or build from source
git clone https://github.com/DeusData/codebase-memory-mcp.git
cd codebase-memory-mcp
make
cp codebase-memory-mcp /usr/local/bin/
# Index current directory
codebase-memory-mcp index .
# Index specific directory
codebase-memory-mcp index /path/to/repo
# Index with custom output
codebase-memory-mcp index /path/to/repo --output /tmp/codebase.db
# Default port
codebase-memory-mcp serve
# Custom port
codebase-memory-mcp serve --port 3000
# With persistent storage
codebase-memory-mcp serve --db /path/to/codebase.db
# Search for functions
codebase-memory-mcp query "find all authentication middleware"
# Search for types
codebase-memory-mcp query "User model definition"
# Search for patterns
codebase-memory-mcp query "error handling in API routes"
{
"mcpServers": {
"codebase-memory": {
"command": "codebase-memory-mcp",
"args": ["serve", "--port", "3001"],
"env": {
"CODEBASE_PATH": "/path/to/your/repo"
}
}
}
}
# 1. Index your codebase (once, or on changes)
codebase-memory-mcp index /path/to/repo
# 2. Start MCP server
codebase-memory-mcp serve --db /path/to/codebase.db &
# 3. Query from agent or CLI
codebase-memory-mcp query "How does the auth system work?"
C, C++, C#, Go, Java, JavaScript, TypeScript, Python, Ruby, Rust, Swift, Kotlin, PHP, Scala, Haskell, Elixir, Erlang, Clojure, F#, and 135+ more via Tree-sitter grammars.
index after major code changes. The binary handles deduplication.# Test installation
codebase-memory-mcp --version
# Test indexing
codebase-memory-mcp index /path/to/small-repo
echo $?
# Test querying
codebase-memory-mcp query "main function"
# Test MCP server
codebase-memory-mcp serve --port 3001 &
curl http://localhost:3001/health