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MCP servers tagged indexing
22 live MCP servers tagged "indexing", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with indexing.
Talk To Girlfriend AI
ai agent that could talk to my gf thru my mac. went viral got like 20m views
Cocoindex Code
A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!
Mimir
Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across s…
Not Ace Tool Rs
MCP server for codebase indexing, semantic search, and prompt enhancement
UltraFastFileSearch
Ultra-fast file search for Windows using NTFS MFT
Whoosh
Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3
Ast MCP Server
Structural code MCP server and batch CLI for compact TypeScript/JavaScript reads and hash-bound AST edits.
Web Docs
MCP server for crawling and indexing web documentation - works with any website
Mnemos
local-first persistent memory for Claude Desktop, enabling private hybrid RAG search across past conversations without API calls
Repo Interrogator
A local tool that helps AI understand large code projects.
Codebase Index
⚠️ MOVED → https://github.com/lost-in-the/woods — install gem 'woods' instead
Docent MCP
Semantic + BM25 Document + Git history search MCP server
foldwork-dev/mcp-injector
89% on real codebases (verified across Django, Tokio, Gin, and more). Single Go binary, zero config. Free for codebases under 100K lines.
Chunker MCP
This cli tool/Model Context Protocol (MCP) server chunks source code files using LangChain's RecursiveCharacterTextSplitter and stores the resulting chunks in a ChromaDB vector d…
Jinfu Search
Windows-first 轻量本机文件名搜索器（Rust）：自动 NTFS/USN 索引 + 托盘常驻 + 供本地 Agent 使用的只读 MCP 适配器 | Windows-first lightweight local file search: auto-index NTFS/USN, tray resident, read-only MCP ada…
Code WCAG A11y
An MCP (Model Context Protocol) agent that analyzes code files and their modules to determine relevant WCAG (Web Content Accessibility Guidelines) Success Criteria for developers…
Mcpdata
Create a documented indexing of your codebase/docs to use it with local mcp-server for better providing context to AI
Search Online MCP
MCP for searching
Postgres Pilot
AI toolkit for PostgreSQL with MCP, reusable skills, and expert guidance for schema design, indexing, query optimization, and database operations.
Hr Benefits Assist
HR Benefits RAG & agentic chatbot — FastAPI, retrieval-augmented generation, guardrails, and role-based routing.
Agentree
Agentree: index PDFs into a hierarchical section tree for agent retrieval (Claude/Codex structured completions, not vector chunking).
Index
CLI tool to index MCP Servers to mcprepository.com