Discover Awesome MCP Servers

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.

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.

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.

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.

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.

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.

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.

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

Servidor MCP para conectar LLMs con la API HTTP de Prometheus

@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.

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.

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.

io.github.matisdsp/fartlek

An MCP server that transforms Garmin data into compact, verdict-first coaching reports for LLMs, computing metrics like CTL/ATL/TSB and ACWR to answer training readiness questions.

OfficeCLI MCP Serverless for Gemini Spark

A stateless MCP server that wraps OfficeCLI to create and edit Microsoft Word documents via AI instructions, outputting Base64 Data URLs for serverless environments like Vercel.

mailchimp-mcp

MCP server for full Mailchimp management: audiences, tags, segments, campaigns, templates and reporting. Enables creating, sending, scheduling campaigns, managing contacts, and retrieving reports via natural language.

node-mcp

An MCP server that offers arithmetic operations (addition and division) and current weather data from OpenWeatherMap. It serves as a learning project for building MCP servers with Node.js and TypeScript, supporting both stdio and Streamable HTTP transports.

Freesound MCP

Enables searching and downloading audio samples from Freesound using keywords, filters, and sound IDs. It provides detailed sound metadata including duration, license information, and preview URLs.

Confluence MCP Server

A universal, production-ready MCP server that provides AI assistants like Claude with direct access to Confluence Cloud functionality for creating, reading, updating, and managing content through multiple transport protocols.

llm-cost

Token cost math for LLM API calls: current per-million-token rates for 69 models across 17 providers, with local arithmetic for estimates, comparisons and monthly budgets. Rates are verified and date-stamped.

DB-Performance-MCP

A Python-based MCP server that analyzes PostgreSQL query plans, suggests indexes, and checks pagination safety to help optimize database performance.

Policy Analyzer API MCP Server

This MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.

WordPress MCP Server

An MCP server for managing multiple WordPress sites via the WordPress REST API. It supports posts, categories, tags, media, comments, and site configuration through natural language.

GitLab Jira Context MCP

This MCP server connects GitLab projects and merge requests with Jira work tracking, Confluence pages, and Grafana dashboards. It provides read-only access to GitLab, Confluence, and Grafana, while Jira mutations require explicit confirmation.

ikmcp

An MCP server that enables agents to build, test, and simulate complete ik firmware projects for 8-bit AVR microcontrollers, using real compilation and simulation tools.