MCP-Server for Data Analysis
# MCP-Server for Data Analysis This server mainly focuses on the tools. FastMCP is used to define and run the server, as well as to expose each tool as an…
Directory
Search MCP Servers
🔎 GPT Researcher
An autonomous agent that conducts deep research on any data using any LLM providers
Basic Memory
Knowledge management system that builds a persistent semantic graph in markdown, locally.
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
Memory Service
Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket…
Web Scout MCP Server
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction…
OpenRouter Agents MCP Server
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research…
Elasticsearch Knowledge Graph
Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search…
AI Customer Support Bot - MCP Server
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> …
Spotify
Integrates with Spotify to enable music search, playlist creation, personalized recommendations, and profile management through secure OAuth authentication.
Agenticstore — The Open Source Standard For Local Mcp Tooling
AgenticStore: The secure toolkit for AI agents. Instantly equip Claude Desktop, Cursor, and Windsurf with 27+ MCP tools, persistent memory, and SearXNG search…
Qdrant Vector Database
Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings
tavily-server MCP Server
tavily-server MCP Server is a TypeScript-based Model Context Protocol server that implements a simple notes system. It demonstrates core MCP concepts by…
World Monitor
Live global-intelligence MCP server covering news, markets, conflicts, aviation, maritime activity, energy, climate, cyber threats, supply chains, and…
Parquet MCP Server
# parquet_mcp_server [](https://smithery.ai/server/@DeepSpringAI/parquet_mcp_server…
Granola MCP
Connect Claude, ChatGPT, and other AI tools to your Granola meeting notes via MCP. Query your notes, search transcripts, and get meeting insights in your…
Qdrant Vector Database
Integrates with Qdrant vector database to provide semantic search capabilities for storing and retrieving information using multiple embedding providers…
Google Researcher MCP Server
Power your AI agents with Google Search–enhanced research via an open-source MCP server. Includes tools for Google Search, YouTube/web scraping, LLM-driven…
Vault Cortex
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, structured memory, tasks, and full vault access for any AI agent
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…
Strava
Activities, fitness trends, training load, and goals
Terminal History Mcp
terminal-history-mcp gives AI agents (Claude Code, Cursor, Cline, Zed, any MCP client) full-text search over your shell history.
AI Autonomous Data Manager MCP
MCP server providing controlled CRUD access to a database
Jupyter_MCP_Server
# Jupyter_MCP_Server # JupyterMCP - Jupyter Notebook Model Context Protocol Integration JupyterMCP connects [Jupyter Notebook](https://jupyter.org/) to [Claude…