Discover Awesome MCP Servers

TOON MCP Server

Converts JSON data and system prompts to and from TOON (Token-Oriented Object Notation) format, reducing token usage by 30-60% when interacting with LLMs while preserving data structure.

Last9 MCP Server

거울

pricepilot-mcp

Cross-channel CPG pricing intelligence — Amazon category benchmarks (percentile rank, trend, tier breakdown) for multi-channel brands selling on Amazon plus retail/DTC/wholesale. Six tools across 800+ tracked products in Grocery, Health & Beauty, Household, and Pet Supplies.

PowerGridIQ

The PGIQ Rating as agent tools: where to site or schedule a large electricity load across 67 global power markets. Wraps a read-only REST API returning reasoned, cited ratings across access, availability, cost, momentum, and carbon, plus live grid snapshots and cheapest-window scheduling.

server-watch-mcp

A CLI wrapper that monitors and captures output from any running command and exposes it as an MCP server, providing tools to retrieve and search logs.

nb-mcp

A remote MCP server that gives Claude the ability to generate and edit images with Google's nano banana (Gemini 2.5 Flash Image) model.

Zetrix MCP Server

Enables comprehensive interaction with the Zetrix blockchain including account operations, transactions, smart contracts, WebSocket real-time updates, and contract development tools through Claude Desktop.

OpenAPI Sync MCP

High-performance MCP server for OpenAPI specifications that parses specs, diffs versions, tracks dependencies, and generates code (TypeScript, Rust, Python).

outlook-mcp

Local MCP server for personal Outlook.com/Hotmail/Live accounts, enabling email triage, folder management, bulk operations, and newsletter unsubscribe via Microsoft Graph.

mcp-console-application

MCP 서버 및 클라이언트 (해당 문서의 퀵 스타트 가이드에서 개발됨)

MCP Screenshot Server

Enables LLMs to capture and analyze screenshots of your screen, windows, or regions with smart detection capabilities. Features natural language queries, automatic window targeting, and text enhancement for UI debugging and visual inspection.

Phenomenai

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

EasySourceFlow

A local content summarization service that allows AI agents to fetch web pages, WeChat articles, and Bilibili videos, transcribe if needed, and generate Markdown summaries via MCP.

MindDory MCP Server

Connects AI assistants like Claude to MindDory to automatically capture new vocabulary and grammar mistakes into spaced-repetition flashcards during language practice conversations.

clipboard-mcp

A simple MCP server that allows AI assistants to read from and write to the system clipboard.

Context Memory Updater

Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

LifeScored MCP Server

Provides access to the rulebook, input schema, and methodology for the life scored system, enabling agents to compute scores locally without sending personal data to the server.

tapp

Provides autonomous QA and a deterministic ship/no-ship verdict for iOS and web apps, enabling coding agents to explore, screenshot, and test apps via MCP tools.

Prometheus MCP Server Extended

Enables querying real-time and historical server performance metrics (CPU, memory, disk IO, load, TCP) from Prometheus via Node Exporter.

AgentForce Reliable Server

Reliable MCP-compliant Agentforce API server with fallback modes

Example MCP Server

A Node.js and TypeScript implementation that provides system information and health check tools for Claude Desktop. It serves as a boilerplate for building and integrating custom tools using the Model Context Protocol.

nu_plugin_mcp

Runs MCP servers whose tools are ordinary Nushell closures, supporting stdio and Streamable HTTP.

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

draft1-mcp

MCP server for generating and editing architecture diagrams from natural language or code, supporting formats like Terraform, docker-compose, Kubernetes, SQL, Mermaid, and PlantUML.

API Agent

Turn any API into an MCP server. Query in English. Get results—even when the API can't.

RevolutX MCP Server

Provides AI agents with tools to interact with the Revolut X crypto exchange for order management, market data, portfolio analysis, and more via the Model Context Protocol.

mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

Conversion Service MCP Server

An MCP server for the PDF Tools Conversion Service that enables document conversion to PDF/A, standard PDF, merging, repair, and large file uploads.

GitGuardian MCP Server

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.