Discover Awesome MCP Servers

splitwise-chatgpt-mcp

A data-only MCP server that connects ChatGPT to Splitwise's official API, enabling listing groups, friends, and expenses, as well as creating expenses with equal or explicit splits via natural language.

Moltbook MCP Server

Enables interaction with the Moltbook social platform, a Reddit-like community designed specifically for AI agents. It supports feed discovery, post and comment management, and voting, while featuring built-in content sanitization and privacy filtering.

AI Optimizer MCP

A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.

mdmagic-mcp-server

Convert Markdown into boardroom-grade DOCX, PDF, and HTML using your own custom Word templates — or any of MDMagic's 15 designer-built ones across Business, Creative, Professional, and Technical. Ten tools cover conversion, template recommendations, cost estimation, and markdown validation.

R2 Log Analyzer MCP Server

A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall event logs stored in Cloudflare R2 using natural language via MCP clients such as Claude Desktop.

mac_forensics-mcp

MCP server for macOS Digital Forensics and Incident Response, providing structured forensic analysis tools for triage collections including log parsing, timestamp normalization, and cross-artifact correlation.

cc-mvp

A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefab, preview, build, asset, and debug operations as MCP tools for AI clients like Codex and Claude Code.

iyzico MCP Server

A Model Context Protocol server that gives AI agents a typed, safe interface to the iyzico payments API for BIN lookups, installment plans, checkout forms, payment management, and subscriptions.

pantheon-mcp

Enables AI agents to access a collection of specialized agent instructions on demand, covering categories like tech, business, growth, and product.

Software Management MCP Server

Enables AI agents to automate local software management workflows including installation, uninstallation, updates, and environment recommendations. It provides a standardized, non-interactive interface for managing system applications and tracking software versions safely.

Cerebro MCP

Enables non-coders to build software by describing ideas in natural language, orchestrating AI agents and CLI workers via chat without needing a terminal.

@rymi/mcp

Lets any MCP-capable AI client create and manage AI voice agents without writing HTTP code.

Gemini Consultant MCP

A TypeScript MCP server that enables agents to request focused, one-shot consultations with allowlisted Gemini models, with guaranteed model provenance and no silent model changes.

gotham-browser

Enables Claude Code to control a real browser using AI for web scraping, competitive intelligence, and UX auditing through the MCP protocol.

Clarity MCP Server

Enables AI assistants to call web APIs extracted from HAR files, turning browser traffic into MCP tools.

Performance Engineer MCP

Analyzes websites like a senior performance engineer and produces prioritized Core Web Vitals recommendations. Provides 16 tools for detailed performance analysis, including Lighthouse, CrUX, WordPress and Cloudflare inspections.

Mcp Forge

MCP-Forge is a powerful framework for dynamically generating, managing, and monitoring Model Context Protocol (MCP) servers. Using the official MCP SDK, this tool enables you to create specialized MCP servers on demand through a centralized interface.

estudIA-MCP

RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

mcp-coding

Experimental MCP server for local LLM orchestration with filesystem tools (read, write, list, delete files) and a CLI agent that communicates via Ollama.

Matomo MCP Server

Enables LLMs to directly query a Matomo analytics instance, execute reporting methods, fetch historical trends, report metadata, and dynamically generated chart images through typed MCP tools.

document-intelligence-server

Enables intelligent document processing by extracting text, classifying document types, and generating structured summaries from PDFs and images using vision LLMs.

qwen-web-research-mcp

MCP server that fetches web pages and uses local Qwen models to answer questions about their content, with site-scoped search and map-reduce chunking for long pages.

n8n-MCP

Provides AI assistants with comprehensive access to n8n node documentation, properties, and operations for building and managing automation workflows.

JDD-Agent OS

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

guarftrain MCP Server

Enables external agents to monitor and control ML training runs via 35 MCP tools. Covers training status, checkpoints, experiments, recovery, and dashboard configuration.

Awesome MCP ZH

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

mcp-arena

A robot battle prototype that enables users to design, validate, and simulate AI combat scripts through an MCP-integrated consultative workflow. It allows AI agents to guide tactical design, perform DSL script verification, and conduct preview duels before final deployment to Firebase.

beszel-mcp

A read-only MCP server for Beszel monitoring hub, providing tools to query server metrics, containers, services, disk health, and alerts.

ML MCP Server

Enables training and using machine learning models on local CSV datasets or data from other MCP servers, supporting tasks like forecasting, regression, classification, and anomaly detection.

Check Point Management MCP Server

Enables AI agents to perform compensating-control lifecycle operations on Check Point firewalls, including adding access rules, publishing sessions, and installing policies.