Discover Awesome MCP Servers

DEEP Web Research

The MCP Web Research Server enables real-time web research with Claude by integrating Google search, capturing webpage content and screenshots, and tracking research sessions.

DeepLucid3D UCPF Server

An MCP server implementing the Unified Cognitive Processing Framework for advanced problem-solving, creative thinking, and cognitive analysis through structured tools for knowledge mapping, recursive questioning, and perspective generation.

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!

Flutter Tools

Enables interaction with the Flutter SDK by providing tools to analyze and apply fixes to Dart and Flutter files.

Zanny's Persistent Memory Manager

A custom MCP server that allows storage, retrieval, and management of text-based information with natural language commands and keyword detection.

Code Analysis Server

The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

MySQL Database Server

A Model Context Protocol server that enables AI models to interact with MySQL databases through a standardized interface, providing tools for querying, executing commands, and managing database schemas.

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.

Data Mining Plugins

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

YDB

YDB server (daemon) source code. Contribute to chenxiaohui/ydb development by creating an account on GitHub.

Smithery AI

Contribute to thinknumbers/smitheryai 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.

Vault Java MCP Server

PayPal-Java-MCP Server

Firecrawl MCP Server

A Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.

Chakra MCP Server

Native integration with Anthropic's Model Context Protocol.

OpenAI Tool Bridge

A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.

Backup Server

A specialized server that provides backup and restoration capabilities for AI agents and code editing tools, creating instant targeted backups with context preservation.

OptionsFlow

A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.

Alpha Vantage Stock Server

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

Deep Web Research Server

A Model Context Protocol server that enables Claude to perform advanced web research with intelligent search queuing, enhanced content extraction, and deep research capabilities.

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.

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.

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.

Gemini Docs Server

Provides curated documentation access via the Gemini API, enabling users to query and interact with technical docs effectively by overcoming context and search limitations.