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.

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.

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.

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!

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.

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.

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.

Azure AI Search Integration

Model Context Protocol Servers for Azure AI Search

Perplexity Server

MCP web search using perplexity without any API KEYS

Deepseek R1

Enables browser automation and real-time computer vision tasks through AI-driven commands, offering zero-cost digital navigation and interaction for enhanced web experiences.

Chakra MCP Server

Native integration with Anthropic's Model Context 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.

Perplexity Ask

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Alpha Vantage Stock Server

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

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.

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.

Solana MCP Server

A Model Context Protocol server enabling AI agents to interact with the Solana blockchain for DeFi operations like checking balances, transferring tokens, executing swaps, and fetching price data.

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).

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.

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.

Convex

Convex’s MCP server lets you introspect tables, call functions, and read/write data seamlessly. Agents can generate one-off queries safely—thanks to Convex’s sandboxed queries, ensuring data integrity. Perfect for AI automation, real-time apps, and dynamic data access.

Make MCP Server

Transform your Make scenarios into callable tools for AI assistants. Leverage your existing automation workflows while enabling AI systems to trigger and interact with them seamlessly.

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.