Discover Awesome MCP Servers

Perplexity AI Server

Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.

Dify AI Server

Enables LLMs to interact with Dify AI's chat completion API, including conversation context support and a restaurant recommendation tool.

Bluesky Context Server

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

Pharmaceutical Benefits Scheme API Server

A standalone Model Context Protocol server that enables AI models to access the Australian Pharmaceutical Benefits Scheme (PBS) API data, including medicine listings, pricing, and availability information.

BatchIt

A simple aggregator server that allows batching multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.

DeepSeek MCP Server

A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.

FastAPI-MCP

A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.

Neo4j Knowledge Graph Memory Server

Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the backend storage engine, enabling powerful graph queries and efficient storage of user interaction information with full MCP protocol compatibility.

PromptShop

A server that provides AI-powered image generation, modification, and processing capabilities through the Model Context Protocol, leveraging Google Gemini models and other image services.

MCP Server Template

A starter template for building Model Context Protocol servers that can be integrated with Cursor or Claude Desktop, allowing developers to create custom tools and extensions for AI assistants.

Perplexity AI Server

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

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.

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.

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.

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.

Web Search

An MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.

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.

Intercom Support Ticket MCP Server

An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to luoshui-coder/MCP development by creating an account on GitHub.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to chuanmingliu/servers development by creating an account on GitHub.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to xiyuefox/servers development by creating an account on GitHub.

MSSQL MCP Server

Contribute to thochi/mssql-mcp-server development by creating an account on GitHub.

MySQL Database Server

MCP Server for MySQL databases. Contribute to yuru-sha/mcp-server-mysql development by creating an account on GitHub.