Milvus
Search, Query and interact with data in your Milvus Vector Database.
Directory
Search MCP Servers
MCP Servers
Open Source MCP Servers for Scientific Research
Web Scout MCP Server
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction…
HubSpot MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms…
Brave Search MCP Server
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News…
PostgreSQL
Helps you and your AI agents throughout the entire development process—from writing SQL to tuning performance safely.
DICOM MCP Server
Enables interaction with medical imaging systems through DICOM networking protocols for querying patient information, studies, series, and instances, as well…
Roam Research MCP Server
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
MCP Advisor
A discovery and recommendation service for exploring MCP servers using natural language queries.
GitHub Chat MCP
Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…
MCP Deep Web Research Server (v0.3.0)
It is an MCP server that brings real‑time web research into Claude Desktop. It provides intelligent search queuing, enhanced content extraction, and deep…
Deep-research
MCP Deep Research Server using Gemini creating a Research AI Agent
iMessage Query
An MCP server for querying your iMessage database on macOS, allowing LLMs to safely access and search conversations.
FileScope
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants…
ContextMCP
A self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
Vectorize
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
MCP-SearXNG-Enhanced Web Search
An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool.
Azure AI Search MCP Server
Search content using Azure AI Agent Service and Azure AI Search.
Rijksmuseum MCP Server
Allows you to search for artworks, retrieve detailed information about specific artworks, access image tiles for artworks, and explore user-created collections…
National Parks MCP Server
# National Parks MCP Server [](https://smithery.ai/server/@KyrieTangSheng/m…
arXiv MCP Server
An MCP server that enables interacting with the arXiv API using natural language
MCP Server for Vertex AI Search
MCP Server for Vertex AI Search is a Model Context Protocol server that searches documents using Vertex AI grounding with Gemini. It integrates one or multiple…
Agentset
RAG MCP for your [Agentset](https://agentset.ai/) data.
PulseMCP Server
An MCP server that helps you find MCP servers that are listed on PulseMCP.com