Awesome MCP Servers for Research And Data

Windows MCP server setup differs from Mac by requiring absolute file paths and explicit node.exe references instead of npx commands. The installation requires verifying npm and installing packages globally to the AppData\Roaming\npm\node_modules directory. Running servers needs complete paths for both node.exe and the server's index.js file.

a month ago

An intelligent MCP server that serves as a guardian of development knowledge, providing Cline assistants with curated access to latest documentation and best practices across the software development landscape

a month ago

Mirror of

a month ago

Mirror of

a month ago

A powerful MCP server for fetching and transforming web content into various formats (HTML, JSON, Markdown, Plain Text) with ease.

a month ago

Pull pagespeed data using this MCP server.

a month ago

Mirror of

a month ago

Mirror of

a month ago

Mirror of

a month ago

Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving

a month ago

Mirror of

a month ago

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8

a month ago

Geocoding MCP server with GeoPY!

a month ago

MCP Discovery & Recommendation Service - Find the right MCP server for your needs

a month ago

MCP server for Brave Search API integration

a month ago

MCP server for generating human face images with various shapes and sizes

a month ago

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

a month ago

Mirror of

a month ago

MCP server for accessing geologic data with the Macrostrat API

a month ago

Enables cloud-based AI services to access local Stdio based MCP servers

a month ago

An MCP server for querying the USGS Earthquake API with natural language

a month ago

Model Context Protocol Time Server - A robust timezone-aware time server implementation

a month ago

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

a month ago

A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

a month ago

Rijksmuseum MCP integration for artwork exploration and analysis

a month ago

A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.

a month ago

Use Model Context Protocol with multiple Fireproof JSON document databases

a month ago

Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

a month ago

An mcp server for searching against google custom search api

2 months ago

A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications.

2 months ago

An MCP server for Home Assistant

2 months ago

Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop, enabling up-to-date information retrieval during conversations through a simple 60-second setup process.

2 months ago

MCP Server for Alpha Advantage API

2 months ago

MCP Server configuration with patent API integrations

2 months ago

makes the jewish library accessible to LLMs through the MCP protocol

2 months ago

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

2 months ago

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

2 months ago

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

2 months ago

Integration of Needle in modelcontextprotocol

2 months ago

Model Context Protocol (MCP) server for constraint optimization and solving"

2 months ago

Ollama MCP server for bybit

2 months ago

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

2 months ago

Tavily MCP Server for Cline

2 months ago

Model Context Protocol server for Flight Tracking

2 months ago

A Model Context Protocol (MCP) server for analyzing code dependencies

2 months ago

MCP server implementation for advanced document and knowledge graph processing

2 months ago

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

2 months ago

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

2 months ago

MCP Server implementation for RapidAPI Global Patent API integration with SQLite storage

2 months ago

A testing ground for the MCP server terminator. Hasta la vista, bugs!

2 months ago

Research and documentation about Model Context Protocol (MCP) servers and implementations

2 months ago

MCP Server for fething yfinance financial data into Claude Desktop

2 months ago

A Model Context Protocol (MCP) server for querying the VirusTotal API.

2 months ago

MCP Server for locally hosted data on Chicago Public Schools

2 months ago

MCP server for managing and serving analysis prompt templates

2 months ago

A curated list of awesome-mcp-servers (Model Context Protocol server)

2 months ago

Claude Model Context Protocol Weather Server Example

2 months ago

Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web analytics data

2 months ago

An MCP server for Tavily's search API

2 months ago

MCP server providing sementic search over Obsidian vaults

2 months ago

MCP (Model context protocol) server with LLMling backend

2 months ago

MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM

2 months ago

An MCP (Model Context Protocol) server implementation integrated with Angle One APIs for financial data processing and analysis.

2 months ago

MCP server for UniProt protein data access

2 months ago

An MCP server for real-time sports.

2 months ago

mcp server connected to us treasury data, built with mcp-framework

2 months ago

Repository to test MCP server functionality

2 months ago

MCP PubMed Search Server

2 months ago

MCP Server with TMDB

2 months ago

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

2 months ago

Local Model Context Protocol Server with BirdNet-Pi integration

2 months ago

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

2 months ago

This is a directory repo for anything related to MCP - servers, clients and projects around MCP.

2 months ago

This helps with joining MCPI servers on MCPE

2 months ago

An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

2 months ago

Tool to work with arXiv, provide LLM with ability to search and read papers from there

2 months ago

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

2 months ago

A coincap mcp server to access crypto data from coincap API

2 months ago

Model Context Protocol with Neo4j

2 months ago

A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.

2 months ago

MCP server for querying the Shodan API

2 months ago

A Model Context Protocol server that provides access to BigQuery

2 months ago

Metoro MCP Server

2 months ago

This implementation follows the official MCP specification, including proper message framing, transport layer implementation, and complete protocol lifecycle management. It provides a foundation for building federated MCP systems that can scale across multiple servers while maintaining security and standardization requirements.

2 months ago

A Model Context Protocol server for searching and analyzing arXiv papers

2 months ago

A Model Context Protocol server implementation for Kagi's API

2 months ago

A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants.

2 months ago

This is an MCP server that allows you to directly download transcripts of YouTube videos.

2 months ago

directory for Awesome MCP Servers

2 months ago

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

2 months ago

A MCP (Model Context Protocol) server that implements popular brokers' APIs and more

2 months ago

MCP web research server (give Claude real-time info from the web)

2 months ago

Fast and super efficient Minecraft Server written in C++

2 months ago

Claude can perform Web Search | Exa with MCP (Model Context Protocol)

2 months ago

Query and Summarize your chat messages.

2 months ago

A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.

2 months ago

a mcp server for vikingdb store and search

2 months ago

MCP server enabling AI assistants to execute terminal commands through a secure shell interface

2 months ago

Database interaction and business intelligence capabilities

2 months ago

MySQL database integration with configurable access controls and schema inspection

2 months ago

Web content fetching and conversion for efficient LLM usage

2 months ago

Interact with Tinybird serverless ClickHouse platform

2 months ago

Retrieving and analyzing issues from Sentry.io

2 months ago

AI image generation using various models

2 months ago

Knowledge graph-based persistent memory system

2 months ago

Web and local search using Brave's Search API

2 months ago

Interact with your crash reporting and real using monitoring data on your Raygun account

2 months ago

This MCP allows an LLM to play and use Spotify.

2 months ago

One API for Search, Crawling, and Sitemaps

2 months ago

(by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.

2 months ago