Discover Awesome MCP Servers

PixInsight MCP Bridge

Enables LLMs to interact with PixInsight's image processing capabilities through a local HTTP/SSE server, allowing listing processes, invoking them, viewing images, and more.

Daniel Rosehill's MCP Installer

Manages installation and configuration of MCP servers across multiple clients (Claude Code, Cursor, VS Code) from a personal GitHub registry, with support for API key management and bulk installations.

SwipeFlow MCP Server

SwipeFlow MCP Server enables human-in-the-loop approvals for AI agents over the Model Context Protocol, allowing agents to request asynchronous human review of work (content, code, messages, spending) and resume once a decision is made, with stateless, durable task handles and synchronous fallbacks for clients without Tasks extension support.

Azure Image Generation MCP

Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.

mcp-bideetmusique

This MCP server provides tools to search for songs, artists, and random records from the Bide & Musique catalogue. It offers read-only access to tens of thousands of French songs with no authentication needed.

Polymarket MCP Server

Enables AI agents to browse, search, and trade on Polymarket prediction markets, including viewing markets, order books, balances, and placing/canceling orders.

bluebubbles-mcp

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.

mailbox-mcp

Official mailbox.bot MCP server for AI agents. Send letters, certified mail, postcards, and receive scanned inbound physical mail with sandbox keys, approval controls, tracking, and webhooks.

MetroAI — KOLAS Compliance OS

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

pinterest-vision-mcp

MCP server that gives AI agents visual intelligence — search Pinterest, analyze images with LLM vision, build a semantic reference library, and retrieve by style or mood.

sap-sales-order-mcp

MCP server for SAP S/4HANA Sales Order Management that enables natural language queries for sales orders, order details, and line items using SAP's public sandbox API. Built with offline testing, structured errors, and retry policies.

basic-mcp-server

A demonstration MCP server using FastMCP and streamable-http transport. It provides tools like weather and Kusto queries, secured by Microsoft Entra ID OAuth.

rigor-mcp

Provides verified statistical inference and hypothesis testing tools, including t-tests, effect sizes, power analysis, and multiple comparisons correction, with assumption checks and citations.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.

Thoughtspot

Thoughtspot

mcp-swagger-reader

Enables reading and parsing Swagger/OpenAPI specifications to list API endpoints, get detailed endpoint info, search APIs, and generate TypeScript types for request/response.

Calendar Safe MCP

Enables MCP clients to interact with Apple Calendar locally on macOS through EventKit, including listing calendars and events, creating events, and updating events with privacy-conscious safeguards.

EverOS Codex

Enables Codex to use a local EverOS instance as long-term memory through MCP. Supports memory operations like search, get, save, and flush with automatic project ID inference.

re-dyn-mcp

A dynamic-analysis MCP server for reverse-engineering the Broadcom BCM6726b0 WiFi driver, enabling live GDB debugging of the QEMU dhd harness with breakpoints, stepping, and memory inspection.

junai-mcp

Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a 9-stage state machine that prevents hallucinated routing.

ypotheto-compchem-mcp

Enables natural language interaction with computational chemistry tools including molecule building, electronic structure calculations, geometry optimization, vibrational spectroscopy, and molecular dynamics, powered by RDKit, PySCF, and ASE.

Email MCP Server

这是一个用于处理电子邮件通信的 MCP 服务器，支持多种电子邮件协议和功能。

mcp-mockuuups

Enables searching thousands of device and print mockups and rendering screenshots or uploaded images into them via the Mockuuups Studio API.

ableton-mcp

MCP server for controlling Ableton Live, enabling AI assistants to interact with Live sessions through tools for track/clip/scene management, playback control, and device parameter adjustments.

yandex-vision-ocr-mcp

Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports multiple recognition models and output formats.

flowbite-mcp

This MCP server is the official resource of the Flowbite UI framework and enhances development of websites, layouts, and themes using Tailwind CSS

Watermarking Authenticity MCP

Provides AI content watermarking and C2PA compliance for EU AI Act Article 50, enabling detection, verification, and batch processing of authenticated content.

@page2ai/mcp

Converts any web page URL into clean Markdown for LLM context (Claude, ChatGPT, etc.) with zero external API calls, running entirely locally.

cyberpanel-mcp

MCP server for CyberPanel that enables AI-driven management of web hosting servers, including websites, databases, email, and more via 200+ tools.

hive-mcp-spire

Provides tools to sign and verify post-quantum attestations of AI agent actions (mint, trajectory, coherence) using ML-DSA-65 signatures, with offline verification always free.