Discover Awesome MCP Servers

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

BOM-MCP

Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materials database via an MCP server. It enables AI assistants to manage pump models, retrieve assembly components, and analyze BOM summaries including part weights and criticality.

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication, allowing remote access to MCP tools via SSE transport. Includes example math tools and supports connection from Claude Desktop and MCP Inspector.

Model Context Protocol Server

모델 컨텍스트 프로토콜(MCP)을 위한 에이전트 서버

Teams Guide MCP

Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

Ollama MCP Server

A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.

Embeddings Searcher

Enables semantic search through markdown documentation in code repositories using AI embeddings. Provides intelligent document chunking and similarity-based search to help users find relevant documentation based on meaning rather than just keywords.

MCP Enabled Email Reader

MCP server to connect to an email server and search emails

Enhanced QR Code MCP Server

An advanced MCP server for generating styled QR codes with logos, batch processing, and specialized formats like WiFi or vCards. It also provides tools to decode existing QR code images and analyze their quality or content.

MC-World-MCP

Offline MCP server for reading and writing Minecraft server files, including level data, datapacks, regions, and structures, with safety checks and backups.

Teradata MCP Server

Enables secure interaction with Teradata databases through SQL queries, schema exploration, and business intelligence analysis with enterprise-grade OAuth 2.1 authentication and workload management capabilities.

Document Q&A MCP Server

Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

BLS MCP

Enables users to query U.S. labor statistics, including employment, CPI, and wages, directly from the Bureau of Labor Statistics Public Data API. It provides tools to retrieve real-time economic time series data, browse popular series, and access survey metadata through natural language.

Official Substack MCP Server

Official Substack MCP Server

MCP-Mem0

A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

Obsidian MCP Server

Enables AI agents to explore, search, and manage local Obsidian vault documents with tools for document search, automatic frontmatter property generation, and attachment organization.

Solana Agent Kit MCP Server

An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.

GitHub MCP Server CLI Extension

GitHub MCP 서버용 GitHub CLI 확장, 자동 인증 기능 포함

AI Image MCP Server

Enables AI-powered image analysis using OpenAI's Vision API and image generation with DALL-E models. Supports image description, content analysis, comparison, editing, and creating variations with intelligent caching.

Discord Webhook MCP

A Model Context Protocol server that enables LLMs to send, edit, and delete Discord messages using webhooks. It supports text content, rich embeds, and thread interactions with strict Zod-based parameter validation.

FastMCP Demo Server

A demonstration server showcasing MCP capabilities with basic tools including addition calculations and weather API integration for fetching city weather data.

Leiga MCP Server

Enables AI agents to interact with the Leiga project management platform. Supports searching, creating, and managing issues, listing projects, and retrieving user assignments through natural language.

PostgreSQL MCP Server

Enables AI assistants to interact with PostgreSQL databases using natural language queries, providing secure read-only access to database schemas and SQL translation capabilities.

webfetch-mcp

Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped custom HTTP headers via YAML config, with bot-block detection, HTML-to-text extraction, retries, proxies, and prompt-injection sanitization.

PenTest MCP Server

An AI-powered penetration testing server that integrates over 30 security tools with Groq LLM analysis for automated vulnerability scanning, triage, and reporting. It enables users to perform comprehensive security assessments through natural language natively within Claude Desktop.

Opus MCP Server

Enables programmatic interaction with Opus workflow automation platform, allowing users to initiate jobs, execute workflows, monitor status, upload files, and retrieve results through the Opus Job Operator API.

Deepwiki MCP Server

Crawls and converts DeepWiki documentation pages into Markdown format, enabling retrieval of complete documentation or specific pages from repositories. Note: Currently not functional due to DeepWiki scraping restrictions.