A
licenseC
qualityB
maintenanceA local-only codebase indexer that extracts syntax-aware chunks, creates embeddings locally, and enables semantic code search and symbol lookup via MCP.
Last updated
9
MIT
61,018 servers. Last updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
com.travel-code
io.github.lazymac2x
io.github.maxi-moss
com.leewaystudio
"Tools for Automatically Indexing Code Files and RAG (Retrieval-Augmented Generation)" matching MCP servers:
- Flicense-qualityBmaintenanceAn MCP server that retrieves relevant PDF chunks via local embeddings and returns them to IDE agents (Cursor, Kiro, Claude Code) for answer generation.Last updated
- AlicenseAqualityCmaintenanceEnables semantic search over codebases using natural language queries, returning relevant code snippets with source locations. Integrates with Claude Code for automatic codebase exploration.Last updated11MIT
- Flicense-qualityCmaintenanceA semantic code search MCP server that enables natural language queries against your codebase, supporting features like related file discovery and context expansion, all running locally.Last updated2
- AlicenseAqualityBmaintenanceA black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.Last updated4232MIT
- Alicense-qualityCmaintenanceEnables file reading with pagination and regex-based code search across a codebase using grep.Last updated10MIT
- Alicense-qualityDmaintenanceMCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.Last updatedMIT
- Flicense-qualityDmaintenanceEnables browser automation (navigate, screenshot, click, type, etc.) for Claude Code via MCP protocol, with a Chrome extension for configuration.Last updated2
- Flicense-qualityCmaintenanceAI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.Last updated1
- FlicenseBqualityDmaintenanceA lightweight MCP server for basic file operations, enabling reading, writing, and listing files securely via the Model Context Protocol.Last updated31
- Alicense-qualityFmaintenanceA powerful Model Context Protocol server that creates intelligent graph representations of your codebase with comprehensive semantic analysis capabilities, supporting 11 languages and 26 MCP methods.Last updated54120MIT
- Alicense-qualityBmaintenanceEnables ChatGPT/Codex to read, search, and edit files in a single allowed folder on Windows through OpenAI Secure MCP Tunnel.Last updatedISC
- Alicense-qualityDmaintenanceStdio MCP server for sandboxed file access — read files, search content, safely edit with checksums, and manage file structure.Last updated5ISC
- Alicense-qualityBmaintenanceA local stdio MCP server for managing files on XServer via SFTP, enabling secure file operations, backups, and workspace management for XServer hosting.Last updatedMIT
- Alicense-qualityDmaintenanceEnables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.Last updated573ISC
- Flicense-qualityCmaintenanceEnables AI coding assistants to query private academic paper collections via standard MCP tools, with hybrid retrieval, reranking, and inline citations.Last updated
- AlicenseAqualityAmaintenanceLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.Last updated13236MIT
- FlicenseAqualityFmaintenanceA TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.Last updated417
- AlicenseAqualityDmaintenanceProvides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.Last updated4371MIT
- AlicenseBqualityCmaintenanceBridges Claude Code CLI with Cursor IDE to use your existing Claude subscription without separate API costs.Last updated13MIT