Discover Awesome MCP Servers

Browser MCP Server

Enables AI clients to directly control a real Chrome/Edge browser via a WebSocket extension, supporting operations like navigation, clicks, screenshots, and JavaScript evaluation.

cheminformatics_mcp_headless

A self-driving cheminformatics MCP server that dynamically exposes a growing library of RDKit-based molecular analysis tools (fingerprints, descriptors, substructure matching, drug-likeness filters, and more) as MCP tools, with each skill autonomously implemented and tested by an agent loop without human intervention.

Despezzas MCP

An unofficial MCP server that connects Despezzas financial data to MCP clients like ChatGPT, enabling listing accounts, cards, categories, searching transactions, and performing write operations with safety protections.

qaLabMcp

A local MCP server providing 7 QA testing tools for client validation, test case generation, percentile calculation, HTTP error classification, SLA evaluation, API response validation, and customer lookup, intended for use with OpenCode or VS Code Copilot.

fallinsurance-us-mcp

A sovereign, MIT-licensed MCP server wrapping the fallinsurance-us-sdk, enabling offline-capable insurance operations for autonomous agents.

mcp-redtrack

MCP server for RedTrack affiliate tracking API, enabling querying campaigns, clicks, conversions, and reports from any MCP-compatible client.

delegations-mcp

An MCP server that exposes a library of delegation prompts to orchestrate tasks between a primary LLM and specialized sub-agents. It enables the execution of self-contained, bounded tasks with built-in support for configuration discovery and project-specific delegation libraries.

persona-constitution

MCP server that serves an LLM operational constitution (SWEBOK v4.0 and NASA Power of 10) to coding agents, providing tools to query constitution sections, knowledge areas, and verification gates, and a scanner that detects placeholder/scaffold violations in generated code.

Bitcoin MCP Server

Provides real-time Bitcoin blockchain data by querying the mempool.space API, offering tools to get address statistics, transaction history, UTXOs, transaction details, and block information.

Trakt MCP Server

A comprehensive MCP server with 36 tools for tracking TV shows and movies, managing watchlists, and syncing ratings with Trakt.tv. It enables users to search extensive databases, check into current viewings, and receive personalized recommendations through natural language commands.

MCP GitHub Validator

A server that validates GitHub repositories against configurable rules for React applications, enabling structure, configuration, dependency, and naming checks.

Advanced Reasoning MCP Server

An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.

visionMCP

Enables any MCP-capable agent to perform vision tasks like describing images, answering questions, OCR, and comparing images using supported vision backends.

Animagine MCP

A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.

mimir

Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP server that stores cross-session facts so agents remember what they learned last week. Zero network calls, no API keys, just SQLite + FTS5 running alongside your workspace.

Maximo MCP Server

An API server that enables interaction with IBM Maximo resources like Assets and Work Orders, providing tool functions to retrieve and list asset information.

Prometheus MCP

MCP 서버를 사용하여 LLM을 Prometheus HTTP API에 연결합니다.

@prosodyai/mcp-docs

Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), and curated implementation recipes to AI coding agents via MCP tools and resources.

mcp-facebook

MCP server for Facebook Pages that allows creating, scheduling, and deleting posts, managing comments, and retrieving Page insights using the Facebook Graph API.

mcp-apps-interactive-ui

A Pizza Builder MCP server that demonstrates interactive in-chat UI widgets for selecting pizza options with live price updates and order submission.

Quick Design

An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in seconds, powered by 150 design systems and 270+ skills.

dcc-mcp-photoshop

Adobe Photoshop adapter bridging AI agents (Claude, Cursor, Copilot) to Photoshop via UXP WebSocket for document and layer management.

svg.new MCP Server

Enables AI-powered image to SVG vectorization, background removal, and SVG manipulation directly through MCP-compatible clients. Users can convert images, process batches, and edit vector properties like colors and complexity using the svg.new API.

mcp-server-clash-verge

MCP server for Clash Verge Rev that lets AI agents control your proxy — switch nodes, change modes, reload config, test latency — directly from conversation.

mcp-server-http-streamable

A minimal Model Context Protocol server that facilitates network-based client connections using Streamable HTTP transport. It provides a greeting tool and is optimized for consistent deployment across local environments, Docker, and Kubernetes.

MCP Uber Server

An MCP server that enables AI assistants to book and manage Uber rides, including getting price estimates, requesting rides, checking ride status, and canceling rides.

MCP MIDI Bridge

An Electron desktop application that bridges LLM-driven music generation with DAWs by converting NoteSequence JSON from AI models into MIDI data that can be played, recorded, and manipulated in any digital audio workstation.

Tough Customer MCP

A Next.js MCP server that provides an inline roleplay configurator UI for Claude, allowing users to create and share persona-based roleplay scenarios through a simple web interface.

doubao-search-mcp

MCP server for Doubao Search that enables real web search in any MCP client, backed by ByteDance-exclusive Chinese sources and the open web.

french-admin-mcp

Helps citizens and businesses navigate French bureaucracy with AI, covering taxes, social charges, benefits, invoices, administrative letters, collective agreements, and retirement.