Discover Awesome MCP Servers

skill-search

Semantic, on-demand skill retrieval for Claude Code that saves tokens and improves skill discovery by replacing the native skill listing with vector embedding search.

Daisys MCP Server

An MCP server that integrates with Daisys AI platform to enable audio processing tasks, such as recording, transcription, or generation, through natural language commands.

mcp-kg-oauth

Remote MCP server with built-in OAuth authentication via Cloudflare Access, enabling secure tool usage like math and image generation with user-based access control.

acm_mcp

MCP server for building Rockwell Automation PLC project plans by browsing the ACM catalog, resolving library dependencies, and assembling project hierarchies with automatic placement.

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.

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.

@agirails/mcp-server

Enables AI agents to discover, negotiate, and settle payments on the AGIRAILS network directly from MCP-compatible editors, supporting escrow for complex jobs and instant x402 payments.

Weather MCP Server

Provides real-time weather data for Chinese cities and global locations via wttr.in API, supporting tools like get_weather and list_supported_cities.

bandiradar-mcp

Enables monitoring Italian public funding opportunities, normalizing them into a canonical model, and ranking them against a company profile with a two-stage matcher.

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, comments, and labels through natural language commands. Provides complete CRUD operations securely via the Todoist REST API v2.

sprout-mcp

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

grimoire-beholder-mcp

An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, markdown, text) to Claude, enabling hybrid search and retrieval of contextualized chunks via read-only tools.

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.

CodeHealth MCP

AI-powered codebase health analysis — detects dead code, circular dependencies, coupling issues, and architectural drift. 6 MCP tools for Claude Desktop, Cursor, Windsurf, and Slack.

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

Amber

Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into topics without manual tagging.

Cloudflare AI Image MCP

Enables AI assistants to generate images using Cloudflare Workers AI models directly through the Model Context Protocol. It supports various models like Flux and Stable Diffusion, providing seamless image generation and storage via Cloudflare R2.

K8s MCP

Enables interaction with Kubernetes clusters through 32 specialized tools for managing resources, deployments, and services. Provides both CLI and web interfaces for real-time Kubernetes operations powered by Google Gemini.

MCP Context Manager

Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.

Git Sync Guardian

Monitors origin/main for new commits, analyzes conflict risk with local AI (Ollama), and syncs your working branch via rebase or merge with automatic stash/unstash and conflict resolution options.

Finanpy

MCP server for personal finance management that connects a SQLite database to any MCP client, allowing users to register, query, and analyze financial transactions through natural language.

AI-PR-Review-MCP

An MCP server that automates pull request reviews using multiple LLM providers (OpenAI, Claude, Gemini, Groq, Perplexity) and supports GitHub and Bitbucket with real-time webhook integration and interactive AI assistant commands.

mcp-log-analyzer

Analyzes log files locally using Ollama and files structured GitHub Issues automatically, with all processing kept on your machine.

OpenStreetMap MCP Server

Triển khai Máy chủ MCP OpenStreetMap

llm-vision-mcp

An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.

Swagger MCP Server

Enables AI assistants to interact with Spring Boot backend APIs through Swagger/OpenAPI documentation, allowing listing, describing, and generating frontend code for endpoints.

alopeyk-mcp

A self-hostable MCP server for Alopeyk (الوپیک), an Iranian on-demand delivery and logistics company, enabling LLM agents to geocode addresses, quote and track deliveries, manage parcels, and optionally create/cancel real orders.

@loggydev/mcp-server

MCP server for Loggy that enables AI coding assistants to manage heartbeats, status pages, uptime monitors, feature flags, and logs via natural language.