Discover Awesome MCP Servers

Rolli MCP

Social media search and analytics across X, Reddit, Bluesky, YouTube, LinkedIn, Facebook, Instagram, and Weibo via the Rolli IQ AP

okx-trade-mcp

MCP server connecting AI assistants to OKX exchange, enabling trading, market data, account management, and more via 150+ tools across 11 modules.

gramax-docportal-mcp

MCP server for accessing Gramax documentation portal. Enables searching articles, getting content, and navigation through natural language.

ATS Scanner MCP Server

Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, analyze gaps, optimize, and rescan resumes against job descriptions to improve match rates.

cockpit-mcp

Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice system, and confidence-based routing.

Sherlog MCP

Provides persistent IPython shell sessions per conversation with DataFrame-centric architecture, enabling stateful data analysis, CLI tool execution, and integration of external MCP servers within the same workspace context.

MCP Skill Registry

A self-hostable MCP server that turns a folder of skills into callable tools via MCP and REST APIs.

fj-mcp

MCP server for Forgejo that exposes tools for pull requests, repositories, and issues, leveraging the local fj CLI.

Twitch-MCP-Smithery

A comprehensive Twitch MCP (Model Context Protocol) server providing chat moderation, stream management, and Twitch API integration for AI systems.

inkscape_mcp

MCP server that lets AI agents drive Inkscape — interactively alongside the GUI or headlessly from the CLI

Better Fetch

A Model Context Protocol server that intelligently fetches and processes web content, transforming websites and documentation into clean, structured markdown with nested URL crawling capabilities.

FS_MCP_thin

A read-only MCP server that connects AI assistants to Freshservice Service Desk for ticket triage, asset analysis, and support history summarization.

Sphere MCP Gaming Server

Provides LLM access to Unicity gaming platform games through a payment-gated day pass system. Supports game discovery, access management, and payment processing via Nostr protocol and Unicity blockchain.

Amadeus MCP Server

Servidor MCP (Protocolo de Contexto de Modelo) Amadeus

grounding-ai

Ingests pdf and epub documents for LLM-retrieval (RAG)

booking-mcp

MCP server exposing a PostgreSQL booking datastore to MCP clients, enabling read/write operations on staff, schedules, clients, and bookings with optional human-approval workflow integration.

reddit-mcp

Provides access to public Reddit data through tools for searching subreddits, viewing posts, and reading comments without requiring authentication. It enables Model Context Protocol clients to interact with Reddit's public JSON API via stdio or HTTP transports.

XRPL Agent Wallet MCP

Provides secure, policy-controlled wallet infrastructure for AI agents to autonomously manage XRP Ledger wallets and sign transactions. It features a tiered security model with encrypted key storage, a declarative policy engine, and full audit trails for compliance.

docx-mcp-server

A local MCP server for reading and editing Word (.docx) documents with 33 tools for content, formatting, comments, page layout, and track changes, running locally via stdio.

Interactive Feedback MCP

A MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to run commands, view their output, and provide textual feedback directly to the AI assistant.

MCP Prompt Optimizer

Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.

Online Kommentar MCP Server

Provides access to Swiss legal commentaries through Model Context Protocol, allowing users to search and retrieve detailed legal commentary content from onlinekommentar.ch in multiple languages.

gotify-mcp

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

AI Diagram Maker MCP Server

MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

Gestao-MCP

A customer and product management MCP server using SQLite. It enables Claude Desktop users to manage client and product data through natural language interactions.

FreeCAD Robust MCP Server

Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and debugging via MCP.

AVA

MCP server for recruiting pipeline that evaluates resumes against job descriptions, syncs to Google Sheets, and drafts emails via Gmail.

Equibles

Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filings (full-text search), 13F institutional holdings, insider and congressional trades, FINRA short data, FRED economic indicators, CFTC futures positioning, VIX/put-call ratios, and daily stock prices over MCP.

mcp-tautulli

A single file simple MCP server tracking 11 relevant tautulli metrics.

chuangsiai-mcp

Provides real-time content security for large language models by identifying and intercepting risks across compliance, ethics, and safety dimensions. It enables secure input and output monitoring through a customizable policy engine using an SSE-based interface.