🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
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Search MCP Servers
MCP Search Console
Multi-account Google Search Console MCP server. Query search analytics, inspect URLs, manage sitemaps, and compare performance across multiple GSC accounts…
search-fetch-server MCP Server
A Model Context Protocol server built with TypeScript that provides resources for notes, tools for creating notes, fetching URLs, and performing DuckDuckGo…
Image Search Mcp Server
基于必应网站开发的图片搜索MCP服务，可以传入偏移量参数，避免使用相同关键词进行多次搜索时返回重复图片，还可以传入图片数量参数。
Bocha Search
Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains…
Cloudsway Smartsearch
An MCP server integrating the remote Cloudsway Smart Search API, providing web search functionality.
Japan Law Search
MCP server: full-text search across all ~10,000 Japanese laws (official e-Gov data)
AnySearch
Unified real-time search engine skill for AI agents.
Hachimi Image Search
An MCP server that enables AI assistants (e.g., Claude, Cursor) to search images from Pexels via five configurable tools. Built with Spring AI MCP Java SDK.
Japan Parliament Search
MCP server: search Japan's National Diet records 1947-present (official NDL data)
German public procurement data (OCDS) — semantic search, tender matching, company profiles
MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
WebSearch - Advanced Web Search and Content Extraction Tool
An advanced web search and content extraction tool powered by the Firecrawl API for web scraping and analysis.
Archivarix Tube Search
MCP server for Archivarix Tube Search — search archived YouTube videos including deleted content. Channel discovery, full-text search, video metadata…
Azure AI Search
Integrates with Azure AI Search to enable keyword, vector, and hybrid search capabilities for retrieving information from search indexes in readable markdown…
MoodMNKY MCP Server Stack
# MoodMNKY MCP Server Stack > A **first-principles** guide to running, exposing, and integrating multiple MCP servers in Docker—enabling seamless access via…
CIViC MCP Server
# CIViC MCP Server This is a Cloudflare Workers-based Model Context Protocol (MCP) server that provides tools for querying the CIViC (Clinical Interpretation…
Dev-Kit MCP Server
Dev-Kit MCP Server is a Model Context Protocol (MCP) server designed for agent development tools, enabling secure, scoped file and Git operations within a…
Regulations.gov MCP
MCP server for the Regulations.gov API: federal rulemaking dockets, proposed and final rules, public comments, and comment period tracking. Built for tracking…
GSA CALC+ MCP
MCP server for GSA CALC+ Labor Ceiling Rates: awarded not-to-exceed hourly rates from GSA MAS contracts (230K+ records). Search by labor category, education…
MCP Finder Server
# MCP Finder Server [](https://smithery.ai/server/@yiye/mcp-finder-server) A Model Context…
MCP Media Server
# MCP Media Server A custom MCP (Model Context Protocol) server for media processing, built with Python. This server enables AI assistants like Claude to…
Snippy
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.
Lorekeeper
Self-improving MCP memory server for AI agents. One command, no cloud, no config. Hybrid search, feedback loop quality system, dashboard UI, auto-linking…
Quelvio
Your company's brain for AI agents. MCP server for Quelvio enterprise knowledge platform.