Discover Awesome MCP Servers

Hugging Face Hub Semantic Search MCP

An unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.

Awesome MCP ZH

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

aptos-dex-mcp

MCP server for Dex on Aptos

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

beeper-mcp

A backend service for executing beeper transactions on Binance Smart Chain

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

SP-MCP

Bridge between Super Productivity app and MCP servers, allowing Claude Desktop to directly interact with Super Productivity for task management, project organization, and information retrieval.

Hello3DMCP Server

An MCP server that bridges AI clients with a frontend 3D visualization application to control model properties, lighting, and camera settings via WebSocket. It enables real-time manipulation of 3D scenes through natural language commands for scaling, rotating, and coloring models.

mcp-xpath

MCP Server for executing XPath queries on XML content

MCP Graylog Server

Integrates AI assistants with Graylog to query and analyze log data using Elasticsearch syntax and stream-specific filtering. It enables users to perform advanced searches, retrieve log statistics, and manage Graylog streams through natural language.

Forge MCP Server

Integrates with the Laravel Forge API to provide comprehensive management of servers and sites. It enables users to perform health checks, monitor logs, create resources, and execute deployment tasks through MCP-compliant tools.

sentry-mcp-rs

Fast and minimal Sentry MCP server written in Rust

Truecaller Data2 MCP Server

Enables phone number lookup through the Truecaller Data2 API, allowing users to search and retrieve information about phone numbers for identification and verification purposes.

Favro MCP

An MCP server for interacting with the Favro project management platform. It enables users to manage organizations, boards, columns, and cards through actions like task creation, assignment, and status updates.

GREB-MCP

A hybrid search MCP that enables users to find coding chunks like RAG without indexing their codebase, without any vector database. World's first context attention MCP. It gives results in below 5 seconds in a repository as big as VS Code.

MCP Server

A production-grade Model Context Protocol server that enables secure management of context data through a React dashboard, supporting ZIP processing, context approval workflows, and system monitoring.

AutoSpectra MCP Server

A powerful browser automation and testing server using the Model Context Protocol (MCP). Enables AI agents to control browsers, generate tests, and perform accessibility testing with cloud integration.

Search MCP Server

A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.

GitHub OAuth MCP Server

A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for secure user authentication and identity-based access control to tools. It provides a reference implementation for managing remote MCP connections with persistent state and OAuth provider integration.

Weather MCP Server

A Python-based MCP server that provides real-time weather information using the National Weather Service API, supporting both synchronous and asynchronous HTTP requests.

Linear MCP Server

Enables interaction with Linear's API to manage issues, projects, and teams. Supports creating, updating, searching, and deleting issues, along with project management and team operations through API key authentication.

Linear MCP Server

Provides tools to interact with the Linear API, allowing users to fetch tasks, task details, teams, and users from their Linear workspace.

Personal Semantic Search MCP

Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

ClickUp MCP Integration

A Model Context Protocol server that enables Large Language Models to interact with ClickUp workspace tasks and data, allowing creation and retrieval of tasks through natural language.

Malicious Scanner MCP Server

Enables real-time scanning of URLs for malicious content, spam/gray classification, and additional security flags like domain age through the Malicious Scanner API.

Monobank MCP Server

Enables integration with Monobank API to check currency exchange rates, view account balances, and retrieve transaction statements through natural language queries.

Pararam Nexus MCP

Enables interaction with pararam.io communication platform, allowing users to search and send messages, manage chats, upload/download files, and search users through natural language commands.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, supporting query execution, schema management, data operations, user management, and database maintenance with secure remote access via HTTP/SSE transport.

YT Transcripter Multilingual MCP

Enables transcription of YouTube videos in multiple languages through an MCP server interface.

OpenStreetMap MCP Server

OpenStreetMap MCP Server Implementation