Discover Awesome MCP Servers

claude-rag-mcp

MCP server providing RAG context and failure capture for Claude Code, enabling semantic search across project knowledge and storing/analyzing failures.

Jewei MSSQL MCP Server

A FastMCP-based server that enables executing Microsoft SQL Server data queries and table structure queries through a standardized MCP protocol interface.

Jina AI Remote MCP Server

Provides access to Jina's web search, content extraction, image search, and AI-powered reranking tools through a comprehensive suite of URL processing and semantic analysis capabilities. Enables users to search the web, extract clean markdown from URLs, capture screenshots, search academic papers, and perform advanced text/image deduplication with embeddings.

ServiceNow MCP Server

Enables users to search and retrieve ServiceNow tickets, knowledge base articles, and service catalog items through the Model Context Protocol.

CloudCost MCP Server

Enables AI agents to parse multi-cloud infrastructure-as-code files, query real-time pricing from AWS, Azure, and GCP, and generate cost estimates and comparison reports.

AItraffic

Analyzes how search engines and AI systems discover, crawl, cite, and convert traffic via CLI and MCP tools.

RenForge MCP

An MCP server for Ren'Py project tooling that enables AI agents to inspect game state, evaluate expressions, read/write variables, and capture screenshots from running Ren'Py games.

MCP Server

An MCP server that provides document management capabilities including reading, editing, and summarizing documents through a CLI chat interface powered by Claude AI.

mcp-mfapi-india

Enables querying Indian mutual fund NAV data through MFAPI.in, providing net asset value information and fund details.

xiaozhi-music-mcp

MCP server that bridges Xiaozhi cloud to EchoEar devices, resolving music URLs for online playback. Currently serves a test audio file via a local proxy.

slack-mcp

MCP server for interacting with Slack using a user token. It allows reading channels, DMs, threads, search, and posting messages as the authenticated user.

Iterable MCP Server

Enables natural language interaction with Iterable marketing platform data, allowing users to query campaigns, templates, and perform actions via AI assistants.

Lightroom Classic MCP

Enables AI agents to control Adobe Lightroom Classic on macOS for professional photo editing and catalog management. It allows users to inspect photos, apply develop settings, and automate workflows through a secure local bridge without direct catalog database manipulation.

recall-mcp

Local semantic search MCP server for markdown docs and Granola meeting transcripts that runs entirely on your machine with no API keys, no cloud, and no cost.

smails

Disposable email for humans and AI agents. Enables AI agents to create mailboxes and receive verification emails through an MCP server.

Apache Hadoop Hive MCP Server by CData

Apache Hadoop Hive MCP Server by CData

Google Jules MCP

Enables automation of Google Jules AI coding assistant through task creation, code review automation, repository management, and AI-powered development workflows. Supports multiple session modes including cloud deployment with persistent authentication.

mcp-feedback-collector

A MCP server that enables AI assistants to collect interactive user feedback with text and image support via a modern GUI.

mcp-myhealthfinder

MyHealthfinder MCP provides access to U.S. preventive services and health screening guidance through natural language queries.

Databricks Domo Migration Accelerator MCP Server

Enables conversational assessment and migration of Domo estates to Databricks, allowing AI clients to discover, analyze, and transpile Domo assets into Databricks pipelines.

opensooq-mcp

A read-only MCP server that gives LLM agents live access to OpenSooq, the largest classifieds marketplace in Kuwait, enabling search, pricing, seller reputation, and deal finding.

Enhanced QR Code MCP Server

Generates QR codes and automatically saves them as PNG files with metadata tracking, batch processing capabilities, and organized file management for production workflows.

Sigma MCP Server

Enables users to interact with the Sigma Computing API to analyze documents and manage analytics data via a serverless AWS architecture. It features document search and analytics capabilities with DynamoDB-backed caching for optimized performance.

MCP Character Tools

Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.

FNewsCrawler

已废弃的财经信息MCP服务，提供实时财经资讯，建议转向新项目OmniData。

Cloud Manage MCP Server

A Model Context Protocol server for managing cloud servers, particularly DigitalOcean droplets, allowing users to identify providers via IP addresses and perform operations like power management, status monitoring, and resource usage tracking.

regex-mcp

Enables testing, explaining, debugging, and generating regular expressions directly within editors like Claude Code, Cursor, and VS Code Copilot, without leaving the editor.

MCP Dynamics 365 Commerce Server

Enables AI assistants to interact with Dynamics 365 Commerce systems through 125+ tools covering customer management, sales orders, cart operations, product searches, inventory tracking, and store operations. Provides comprehensive mock data for development and testing purposes.

Magma MCP

MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI assistants to purchase inbound Lightning liquidity for a node.

CodeGraph

An MCP server that provides semantic code intelligence by pre-indexing codebases, enabling AI agents to query symbol relationships and code structure directly, reducing costs and tool calls.