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MCP servers tagged search-engine
19 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.
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…
Hister
Your own search engine
Moorcheh
Model Context Protocol server that brings Moorcheh search and RAG tools to MCP clients.
Librarium
Multi-provider deep research CLI — fans out queries to multiple search/AI APIs in parallel
Searchmcp
🌐 Enhance AI capabilities with SearchMCP, a web search and scraping service built on FastMCP for efficient internet access and data retrieval.
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.
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.
Crawlforge MCP Server
CrawlForge MCP Server - Professional Model Context Protocol server with 19 comprehensive web scraping, crawling, and content processing tools.
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-…