Discover Awesome MCP Servers

MCP Document Parse

Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown content using NiuTrans API, enabling extraction and reading of document text through natural language interactions.

Spotify MCP Server

Enables comprehensive Spotify integration through natural language commands, supporting playback control, music search, playlist management, and device control. Available in both Python and cloud-deployable JavaScript implementations.

Test MCP Server

A basic MCP server implementation for testing purposes. Communicates via stdio and is designed to work with MCP-compliant clients.

UMLmcp

Enables users to generate PlantUML code for UML Class and Sequence diagrams using Google Gemini AI. Supports both domain JSON input and free text descriptions to create structured UML diagrams.

image-tiler-mcp-server

MCP server that gives LLMs full-resolution vision by tiling images and capturing web pages before details are lost.

LLM Gateway MCP Server

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Development Tools MCP Server

Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

github-mcp

An MCP server providing 1,112 tools for the GitHub REST API across all 44 API categories. It enables comprehensive GitHub operations through Claude with typed validation and category filtering.

cortex

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults for creating, reading, searching, and managing notes, daily notes, TODOs, session reports, and backlinks through both stdio and HTTP/SSE transports.

jobs-mcp

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

Google Calendar MCP Server

Enables AI assistants to manage Google Calendar by listing, creating, updating, and deleting events. It also includes functionality to find available time slots for scheduling.

MCP Deep Search

Enables deep web search across multiple providers including Google, Bing, Brave, DuckDuckGo, and Perplexity, with support for comprehensive AI-powered research using intelligent multi-engine queries.

SQLite MCP Server

Implements a Model Context Protocol server that enables natural language interactions with SQLite databases, providing tools to list tables, retrieve schemas, count rows, and execute read-only SQL queries.

chainlink-feeds-mcp

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds, optimized for seamless integration into AI agents and autonomous systems.

Rezoomex MCP Server

Enables interaction with the Rezoomex API for project management and user story analysis. Provides real-time access to user stories, personas, project overviews, and user journeys with SSE support and secure bearer token authentication.

Talk to Figma MCP

An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.

Sverklo

Local-first code intelligence MCP server with hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state.

Dice Roller MCP Server

Enables dice rolling mechanics for tabletop RPGs including standard dice notation, coin flips, advantage/disadvantage rolls, exploding dice, and maintains a history of recent rolls. Supports D\&D 5e mechanics and various gaming dice types (d4, d6, d8, d10, d12, d20, d100).

mcp-iteratools

Multi-tool API for AI agents with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, PDF, screenshots, and more. Pay-per-use with x402 protocol.

FRED MCP Server

A Model Context Protocol server that provides access to Federal Reserve Economic Data (FRED), enabling users to retrieve, analyze, and compare economic indicators and time series data through natural language.

VSCode Language Server MCP Extension

Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.

Grok MCP Server

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

Nginx Proxy Manager MCP

Enables management of Nginx Proxy Manager instances for configuring proxy hosts, requesting Let's Encrypt SSL certificates, and managing access lists. It allows users to control their web proxy infrastructure through natural language commands in MCP-compatible environments.

Juhe News MCP Server

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Interactive Feedback MCP

Provides interactive user feedback capabilities for AI assistants, helping reduce excessive tool calls by prompting users for feedback before completing tasks.

PeerGlass

Provides global internet resource intelligence by querying RIRs for IP and ASN data, routing visibility, and network health. It enables users to perform RPKI validation, BGP inspection, and historical allocation analysis through natural language or a REST API.

PapersFlow

Turn any AI agent into an academic researcher that can search, read, cite, and write full literature reviews autonomously.

WebforAI Text Extractor

An MCP server that extracts clean, structured Markdown content from web page URLs using the WebforAI library. It simplifies feeding web content into AI models by removing HTML noise and intelligently processing tables and links.