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MCP servers tagged search-engine
75 live MCP servers tagged "search-engine", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with search-engine.
Qmd
mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
Txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
SeekStorm
SeekStorm - sub-millisecond full-text search library & multi-tenancy server in Rust
Swirl Search
AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.
Fess
Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache…
Xerj
XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, log…
Statespace Search
Search for the agentic web.
Moorcheh
Model Context Protocol server that brings Moorcheh search and RAG tools to MCP clients.
Argo
专门为 agent 打造的开源 agent 搜索工具，具备 200+的搜索源及多语言搜索能力，覆盖中文/英文/学术/代码/购物/金融/新闻/百科。
Librarium
Multi-provider deep research CLI — fans out queries to multiple search/AI APIs in parallel
Wp Loupe
WP Loupe is a powerful search enhancement plugin for WordPress that delivers fast, accurate, and typo-tolerant search results. WP Loupe exposes a developer-friendly API so you can…
Cameodb
CameoDB - The Unified Hybrid Search Database Engine
Searxng MCP Server
An MCP sse implementation of the Model Context Protocol (MCP) server integrated with SearXNG for providing AI agents with powerful, privacy-respecting search capabilities.
Memory
A local MCP search engine for your AI assistants that keeps your searches current
Spectrawl
The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.
Vector Knowledge Base
A semantic search engine that transforms your documents into an intelligent, searchable knowledge base using vector embeddings and AI
FayAndXan/spectrawl
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search.
UltraFastFileSearch
Ultra-fast file search for Windows using NTFS MFT
BetterWebSearch MCP
Keyless-first MCP for better web research — DuckDuckGo out of the box, Brave/Tavily optional, 3-tier extraction (HTTP → hydration → Playwright)
Linkly AI CLI
Linkly AI CLI Tools
Whoosh
Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3
Juso Search
An open-source browser extension—a gateway with two-sided reach into search, with locally managed credentials—for humans and local AI agents.
Crawlforge MCP Server
CrawlForge MCP Server - Professional Model Context Protocol server with 19 comprehensive web scraping, crawling, and content processing tools.
Other Memory
MCP server giving Claude a long-term memory in a GitHub repo you own
Mabel S Tentacles
Go MCP server for AI agents: deterministic file description, field indexing and lifecycle management
EverythingQuickSearch
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
Qmd
A high-performance, private Markdown search engine with Hybrid Search (BM25 + Vector) and MCP support. Built in Rust.
Agent Ready Index
Agent Search 2026: Best AI-Ready Site Indexer & MCP Tools 🚀
Pivot Web Search
Resilient multi-provider web search & content extraction for Claude Code, DeepSeek Harness, and any MCP host — quota-aware failover, JS rendering, and a CLI.
Unified Docs Hub
The ultimate MCP documentation server - 170+ curated repos, 11,000+ docs, full-text search for AI assistants
SearXNG MCP
MCP server adapter for SearXNG. Supports stdio, streamable HTTP, and Cloudflare Workers transports. Requires a SearXNG instance with JSON mode enabled.
Liberdex
Open-source, index-free web search engine for AI agents and people. No crawler, no search API bill, no piggybacking on other engines. MCP server for Claude Code, Codex, Cursor and…
Scour
Lightning-fast web search API in Rust — scrapes Brave and Yahoo concurrently, returns normalized JSON. No API keys required. Runs as HTTP or MCP server for AI agents.
Playquery
MCP server for search, scraping, and cited web research
Godena
Open search engine for AI agents and real-world services — type what you need, get the best match ranked by reputation. Free, open source, git-native.
Kyb
The shared memory your AI agent fleet keeps forgetting it needs. Git-backed knowledge base and incident tracker.
Arcmira
YouTube transcript search with timestamps, speaker appearances, mentions, sponsors and recommendations. Official Arcmira TypeScript SDK and CLI.
Cauce
Local web-search proxy and cache for AI agents. Exa-compatible HTTP API + MCP, under 30MB RSS.
Misakanet Core
Zero-dependency BM25 + RRF search engine for failure lessons. pip install misakanet-core
Chatbot
mcp-chatbot is a modular chatbot built with LangChain MCP that can perform math calculations, fetch real-time weather data, and search the web. It uses local tools for math and se…
Websearch
Multi-engine web search + fetch MCP server (DDG, Brave, Tavily, Google AI Mode) with consensus-merge dedup, local cross-encoder reranking, and Groq synthesis
Qasd
Qasd (قصد) by Ali Alhumedi — whole-disk file search for Windows in Rust: Alt+Q window, typo-tolerant names, indexed grep, disk usage. A Windows port of fsearch.
Search Server
An MCP (Model Context Protocol) server that enables LLMs like Claude Desktop to perform web searches. Supports multiple providers (Google, Brave, Tavily) to give AI agents real-ti…
Web Search MCP
编码 agent 查资料缺搜索 API key？免 key 搜多个引擎、优先可靠来源并抽取可读正文。 Search the web and read pages without an API key.
Glint
On-device multimodal search for macOS: photos, video moments, audio, PDFs and docs, by meaning. MLX + EmbeddingGemma 2, with an MCP server for agents.
Build A Search Engine With AI Agents
Add links, craw them, search their contents. Your personal search engine is here. Powered by pg_textsearch, pgvector, Postgres, Tiger Data Cloud free tier, and more.
Docent MCP
Semantic + BM25 Document + Git history search MCP server
Nothumansearch
Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.
Fast File Search
Ultra-fast file search toolkit for AI agents, Neovim, and code editors. MCP server for Claude Code/Cursor/Codex, frecency-ranked search, symbol indexing via tree-sitter, and a Rus…
Fetchium
Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, and synthesize the web. CLI + REST API + MCP server, with adaptive extraction (CEP), token-…