code-review-graph
MCPMIT
Local-first code intelligence graph for MCP and CLI, reducing AI context by up to 71x.
31k·Developer Tools·Open source
codebase-memory-mcp
MCPOpen sourceHigh-performance MCP server that indexes codebases into a persistent knowledge graph for AI coding agents.
45kMIT
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, zero dependencies.
Pros
- +Extremely fast indexing (Linux kernel in 3 minutes) with sub-millisecond queries
- +Supports 162 languages via vendored tree-sitter grammars with no runtime dependencies
- +Ships as a single static binary with 17 MCP tools and built-in 3D graph visualization
- +Reduces token usage by up to 120x compared to file-by-file exploration
Cons
- −Requires installing and configuring an MCP client/agent to use
- −Hybrid LSP semantic resolution only covers 10 languages
- −Writes to agent configuration files, which may require security review
Target audience: Developers and AI coding agent users who need fast, local code intelligence and structural queries over large codebases.
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