Search MCP Servers for Windsurf (legacy)

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

MCP connector for Trader Joe's grocery

Convert a document once, then get back only the passages that answer a question.

Source-grounded web research: search, extraction, verification, and browser automation.

Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories

MCP server for Tekna events and news

MCP server for YubHub — discover, enrich and publish jobs from career pages. Manage feeds, monitor pipelines and view stats through Claude

An MCP (Model Context Protocol) server based on the Everything search engine, letting AI assistants search local files

Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching

MCP server for the Floppydata Client API v2.

Search hpt.su — Russian/EAEU vehicle compliance documents: type approvals, certificates, VIN lookup.

Local MCP server for IMAGIN.studio documentation search

An MCP server and app to search and browse your photos while preserving your privacy

Full-text search for Next.js. BM25 scoring and fuzzy matching, no external service.

MCP server for SVT Text-TV - Access Swedish teletext content (news, sports, weather, TV schedules) through the Model Context Protocol

MCP server for Yandex Search API (web, image, generative, wordstat).

Company search in Swiss Central Business Name Index (zefix.ch)

Semantic search over a curated, multilingual corpus of AI & coding YouTube video summaries — MCP server for the AI YouTube Digest API.

FluentLab funding assistant mcp server

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.