Discover Awesome MCP Servers

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

Bifrost-MCP Gateway

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

re-patch

MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte-level patch application, and manifest-driven restore, ensuring auditability and reversibility.

GoLogX (logx-mcp)

Tamper-evident audit logging for AI agents. Append-only, hash-chained, optionally Ed25519-signed log. The MCP server lets an agent keep and verify a record of what it actually did.

Universal Image Generator MCP Server

A multi-provider AI image generation server that allows users to create and transform images using Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian through any MCP-compatible application.

Binance Cryptocurrency MCP

Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.

DAI MCP Server

Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.

MongoDB MCP Server

Provides a standardized interface for AI assistants to interact with MongoDB databases, enabling CRUD operations, schema analysis, and database management through the Model Context Protocol.

Elasticsearch Knowledge Graph for MCP

Menyediakan implementasi knowledge graph yang terukur untuk Model Context Protocol menggunakan Elasticsearch, memungkinkan model AI untuk menyimpan dan menanyakan informasi dengan kemampuan pencarian tingkat lanjut, perilaku seperti memori, dan arsitektur multi-zona.

ZS (Zobr Script)

A cognitive scripting language for structured reasoning with LLMs. 12 built-in operations (survey, ground, assert, doubt, contrast, synthesize, etc.) for guiding AI through dialectical analysis, impact assessment, and other thinking patterns.

Content Distribution MCP

This server that distributes a single piece of content across 8+ channels (DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium, Twitter) with automatic platform-specific adaptation, idempotent publishing, per-community anti-spam rules, and centralized state management.

ID Factory MCP Server

Provides unified ID handle resolution and querying functionality through the ID Factory API, supporting single and batch ID parsing, component analysis, and detailed metadata retrieval including site information, attribution, and permissions.

Elba MCP Server

Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible assistant.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration

IMAP Email MCP Server

Enables AI assistants to read, search, compose, and send emails by connecting to any IMAP/SMTP provider. It supports comprehensive mailbox management, including draft handling and message deletion, directly through natural language.

Label Studio MCP Server

Label Studio MCP Server

ContextBolt Bookmarks

AI-powered recall over your saved bookmarks. It gives Claude semantic search, topic clusters, recent saves, and save-from-chat across the content you save from X, Reddit, LinkedIn, and the web.

RAG MCP Server

Enables Claude Desktop to search custom knowledge bases using retrieval-augmented generation via a simple MCP tool.

@restforge-dev/mcp-server

MCP server that exposes RESTForge capabilities to AI agents, enabling them to set up, configure, generate code, and manage RESTForge projects through natural language.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

cds-mcp

MCP server for searching and retrieving documents, metadata, and files from CERN Document Server (CDS) with optional CERN SSO authentication.

Azure FinOps MCP Server

Analyzes Azure cloud costs, audits for waste, and provides budget insights via natural language through a secure local MCP server.

MCP-Midscene

A server that allows using natural language to automate test flows with Playwright, leveraging MidScene's AI agent capabilities to interact with web elements and perform assertions.

mcp-server-duckdb

Enables LLMs to interact with DuckDB databases through MCP tools for SQL queries, table management, data import/export, and schema inspection, with optional read-only mode for safety.

ImageEditorMCPServer

A TypeScript-based MCP server that enables image editing operations including brightness adjustment, cropping, and compression through natural language commands.

ChatPPT-MCP

A multi-document RAG engine server that enables intelligent querying and analysis of PPT documents using the Model Context Protocol (MCP).

CRM Employee Management MCP Server

Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

Jokes MCP Server

A Model Context Protocol server that provides a variety of jokes and humorous content to AI-powered agents. It allows Microsoft Copilot Studio users to integrate joke-telling capabilities into their agents while maintaining enterprise security and governance controls.

mcp-everything

A single Python package that bundles 18 plug-and-play MCP servers for Claude, allowing users to access Hacker News, Wikipedia, weather, GitHub, and many other services directly from conversations.