Discover Awesome MCP Servers

mcp-server-template-python

A Python template for building MCP servers with Streamable HTTP transport, providing example tools, resources, and prompts.

PersonalMcp

Kho lưu trữ cho cấu hình máy chủ MCP cá nhân

spatial-memory-mcp

A persistent semantic memory system for LLMs with time-based decay, automatic memory capture, and spatial navigation tools for exploring knowledge graphs.

Amazon CloudWatch Logs MCP Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho phép các trợ lý AI tương tác với Amazon CloudWatch Logs thông qua một giao diện tiêu chuẩn sử dụng AWS SDK.

Tekuila MCP Server

An MCP server that provides access to Tekuila restaurant menus with AI-powered health recommendations and meal planning. It enables users to retrieve daily or weekly menus and receive intelligent nutritional analysis through clients like Claude Desktop and Cursor.

MCP Server Legifrance

A server implementing the Model Context Protocol to allow direct access to French legal resources (laws, codes, case law) from compatible Large Language Models like Claude, enabling interactive legal research through the Legifrance API.

Orpheus

An AI agent that analyzes and transforms music projects in REAPER, explaining why it sounds a certain way and reshaping it toward a desired style through natural language interaction.

SwaggerMcp

A service that dynamically generates MCP tools from Swagger/OpenAPI documentation, allowing Claude Desktop to directly invoke REST APIs through natural language.

Context Persistence MCP Server

Enables cross-window context sharing in VS Code by persisting Copilot conversations to SQLite, allowing code discussions from one repository to be accessible in other VS Code windows through smart entity matching and search.

korea-stock-mcp

Enables AI-powered analysis of Korean stock market data and corporate disclosures using official DART and KRX APIs.

GitHub MCP Server

Enables GitHub API integration via MCP, allowing search, repository details, file contents, and issue management.

Memory Context MCP Server

A Model Context Protocol (MCP) server that gives LLMs persistent, semantic memory using vector search with ChromaDB.

k8s-mcp-server

An MCP server that provides complete Kubernetes API operations, enabling cluster management, resource CRUD, diagnostics, backup/restore, and multi-cluster configuration via natural language.

mcp-context-monitor

Context window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.

Ray Group DeFi UX MCP Server

Provides AI agents with direct access to the Ray Group DeFi UX rubric, named patterns, and cognitive-bias glossary for grounded UX assessments of DeFi protocols.

Custom MCP Servers

Máy chủ MCP tùy chỉnh

Workflow86 MCP Server

A Node.js MCP server that enables interaction with the Workflow86 public API for workflow automation.

act-testing-mcp

MCP server for testing GitHub Actions workflows locally using nektos/act.

Feishu Access Token MCP

Manages and automatically refreshes Feishu (Lark) app access tokens and user access tokens, enabling secure authentication with Feishu APIs through session-based configuration.

UVM 1.2 MCP

Enables Claude to access and search UVM 1.2 source code, class hierarchies, and method implementations, providing expert-level knowledge of the Universal Verification Methodology.

AI Developer Tools MCP Server

Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

Better Google Search Console

Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.

0nMCP

Universal AI API Orchestrator. 850 tools across 53 services under a single MCP interface. Connect Claude, GPT, or Gemini to Stripe, Slack, GitHub, LinkedIn, Cloudflare, Shopify, Twilio, and 46 more via natural language. $0.10/execution, no subscription. Patent Pending.

Kiseki-Labs-Readwise-MCP

A Model Context Protocol Server that enables language models to access and manipulate Readwise documents and highlights programmatically.

AI Collaboration MCP Server

Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute complex development projects with minimal human intervention. It provides a role-based system with task dependencies, automated project planning, and continuous execution loops.

TypeScript Tools MCP

A Model Context Protocol (MCP) server that provides TypeScript development tools for automated refactoring and code analysis.

ai-cost-calculator-api

Enables AI cost calculation, comparison, and optimization across major providers like Anthropic, OpenAI, Google, Meta, and Mistral. Supports cost estimation, budget-aware model finding, and token estimation through a simple API and MCP integration.

FastMCP MCP Server

A Model Context Protocol (MCP) server built with FastMCP that provides tools for web scraping and documentation searching.

context-aware-mcp

A configurable MCP server that intelligently routes natural language queries to the appropriate microservice endpoint based on user-defined service configurations.