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cq27-dev/rag-rat

by Various

Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.

C

MCP

cq27-dev/rag-rat

Added 13 July 2026

#call-graph #local-first #mcp #mcp-server #papertrail #repo-indexing #scip #semantic-search

Overview

Rag-rat is a local repository intelligence tool that indexes codebases for semantic search, symbol navigation, and impact analysis. It operates as an MCP (Model Context Protocol) server and integrates with git and GitHub to provide a change history trail. The tool builds a source-anchored memory graph to support contextual code understanding.

Best for

Best for
Developers needing local semantic code search and impact analysis

Use cases

  • Semantically search across a local codebase
  • Navigate symbol dependencies and graph relationships
  • Preflight impact surfaces before making changes

How to use

Install

npm install -g @rag-rat/bin

Tools exposed

  • rag-rat

Tested with

Claude Code, Codex, Cursor

Example client config

{\n  "mcpServers": {\n    "rag-rat": { "command": "rag-rat", "args": ["mcp"] }\n  }\n}

Notes

Rag-rat is a local repository intelligence tool that indexes codebases for semantic search, symbol navigation, and impact analysis. It operates as an MCP (Model Context Protocol) server and integrates with git and GitHub to provide a change history trail. The tool builds a source-anchored memory graph to support contextual code understanding.

8 stars on GitHub. Last updated 2026-07-13. Licensed MIT.

Use cases

  • Semantically search across a local codebase
  • Navigate symbol dependencies and graph relationships
  • Preflight impact surfaces before making changes

Pros

  • Operates locally without external cloud dependencies
  • Rust implementation offers fast indexing and queries
  • Integrates with git and GitHub for change audit trail

Cons

  • Small community and limited documentation due to its early stage (8 stars)
  • Requires familiarity with the MCP protocol for integration
  • May have overhead for very large repositories

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Operates locally without external cloud dependencies
  • Rust implementation offers fast indexing and queries
  • Integrates with git and GitHub for change audit trail

Cons

  • Small community and limited documentation due to its early stage (8 stars)
  • Requires familiarity with the MCP protocol for integration
  • May have overhead for very large repositories

Pairs with

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