Discover Awesome MCP Servers

Python LINE Server

Enables language models to read and analyze LINE Bot conversations through a standardized MCP interface. Supports text, sticker, and image messages with webhook event handling and message storage in JSON format.

Jina AI MCP Server

An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.

Compass

MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.

Dart

An official AI Model Context Protocol server that enables AI assistants to interact with Dart project management by creating/managing tasks and documents through prompts and tools.

Web Research

A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.

GCP MCP Server

Enables AI assistants to interact with and manage Google Cloud Platform resources including Compute Engine, Cloud Run, Storage, BigQuery, and other GCP services through a standardized MCP interface.

OpenAI Server

Query OpenAI models directly from Claude using MCP protocol.

NPM Search

MCP server for searching npm packages

HubSpot

Enables AI models to interact with HubSpot CRM data and operations through a standardized interface, supporting contact and company management.

AI Humanize Server

Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

MongoDB MCP Server

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.

Chain of Draft Server

Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r

MCP Server Example

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.

Neon MCP Server

A lightweight MCP server that interacts with the Neon REST API, deployable on Cloudflare Workers for streamlined database management and integration.

Gentoro MCP NodeJS Server

MCP Server for the Gentoro services, enabling Claude to interact with Gentoro, which allows users to create and integrate tools into a common Bridge, defining all available capabilities.

SystemPrompt Notion

A high-performance MCP server that integrates Notion into AI workflows, enabling interaction with Notion pages, databases, and comments through a standardized protocol.

Bluesky Context Server

A simple MCP server that can enable MCP clients to query Bluesky instances.

Chronulus AI Forecasting & Prediction Agents

Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.

Perplexity AI Server

This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.

esa-mcp-server

Enables interaction with esa.io's API through the Model Context Protocol, supporting article search and retrieval with a compliant MCP interface.

Paradex Server

A Model Context Protocol server implementation that enables AI assistants to interact with the Paradex perpetual futures trading platform, allowing for retrieving market data, managing trading accounts, placing orders, and monitoring positions.

Nuxt MCP

A server that helps AI models better understand Vite/Nuxt applications, providing enhanced context awareness for development support.

QGIS Model Context Protocol Integration

Connects Claude AI to QGIS through the Model Context Protocol, allowing Claude to directly interact with and control QGIS for tasks like project creation, layer manipulation, and code execution.

Home Assistant Integration

A Model Context Protocol (MCP) integration that allows AI assistants to control Home Assistant devices by searching for entities and controlling devices through natural language commands.

OpenSearch MCP Server

Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.

RAGDocs

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

Memory Server with Qdrant Persistence

Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.

Figma Server

Enables seamless interaction with Figma via the Model Context Protocol, allowing LLM applications to access, manipulate, and track Figma files, components, and variables.

Base Implementation Framework

A generic Model Context Protocol framework for building AI-powered applications that provides standardized ways to create MCP servers and clients for integrating LLMs with support for Ollama and Supabase.

MCP MongoDB Server

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