Discover Awesome MCP Servers

DuckDB Server

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. It would be interesting to have LLM analyze it. DuckDB is suitable for local analysis.

LanceDB

A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.

Paylocity Data Fetcher

An MCP server that provides access to Paylocity API endpoints, allowing retrieval of employee data, earnings, company codes, local taxes, and pay statements.

ServeMyAPI

A personal MCP server for securely storing and accessing API keys across projects using the macOS Keychain, letting AI assistants and applications retrieve credentials through natural language.

Chat Analysis

Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.

Swiss MCP

Swiss MCP is your AI-powered command center for orchestrating complex tasks with ease. Think of it as your personal AI assistant that can coordinate multiple AI tools to accomplish amazing things!

MCPet

A nostalgic virtual pet experience for the AI age that lets you adopt, nurture, and play with your own digital companion that evolves based on your care.

OpenAI WebSearch Server

One click installation & Configuration，access to OpenAI's websearch functionality through the Model Context Protocol。

Linear

Enables AI agents to manage issues, projects, and teams on the Linear platform programmatically.

MongoDB and MySQL Database Server

A Model Context Protocol server that enables AI models to interact with both MySQL and MongoDB databases through a standardized interface, supporting comprehensive database operations including queries, schema management, and CRUD operations.

Data Mining Plugins

Data-Mining-Plugins. Contribute to HamyFuri/Data-Mining-Plugins development by creating an account on GitHub.

Test Server

Contribute to w-jeon/mcp-brave-search development by creating an account on GitHub.

Model Context Protocol Server

Contribute to Swan-and-Co-Innovations/MCP development by creating an account on GitHub.

Due Diligence Automation

Due Diligence Automation 尽职调查自动化. Contribute to u3588064/AutoDDC development by creating an account on GitHub.

AgentQL

A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web

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.

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.

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.

LibSQL Memory

A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.

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.

Perplexity MCP Server

This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface.

Perplexity Server

MCP web search using perplexity without any API KEYS

Feature Discussion Server

Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.

DynamoDB Server

Enables management of DynamoDB resources through the Model Context Protocol, supporting table and index creation, capacity management, and data operations without delete functionality to prevent accidental data loss.

Alpha Vantage Stock Server

一个 Alpha Vantage API 查询 股票信息的 MCP server.

Azure AI Search Integration

Model Context Protocol Servers for Azure AI Search

MySQL Server

A server that enables AI models to interact with MySQL databases through a Model Control Protocol, providing tools for table creation, schema inspection, query execution, and data retrieval.

Zig Server

Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.

EduBase MCP server

The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).

SQL Server Express MCP Server

Facilitates interaction with Microsoft SQL Server Express, supporting database operations such as querying, table management, and schema inspection via natural language MCP commands.