Discover Awesome MCP Servers

mcp-media-forge

Generates diagrams, charts, HTML pages, and slide decks from text DSLs, enabling AI agents to embed visual assets into Markdown.

mcp-auth-fetch

A powerful and flexible package designed to simplify HTTP/HTTPS requests by automatically applying authentication credentials based on configurable rules. It acts as a seamless proxy for your fetch calls, finding the correct authentication method for a given URL, and attaching the necessary headers or parameters.

ImmoStage Virtual Staging MCP Server

AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders, classify rooms, generate German property descriptions, and get style recommendations.

Factograph MCP

Enables building and exploring a knowledge graph from files (PDF, DOCX, code) with AI enrichment via Ollama or Claude. Supports pinning documents, linking entities, and traversing the graph.

lead-agent-mcp

A lightweight MCP server that lets distributed AI agent teams query a designated project lead before making design decisions, preventing divergence.

mcp-zen-of-languages

Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.

ARTPARK Public Data MCP Server

Enables AI assistants to access and query ARTPARK's public health datasets including dengue epidemiology, livestock census, and FMD vaccination data through a structured 4-step workflow for data discovery and retrieval.

tooltrim

tooltrim reduces the tokens agents spend re-reading bloated tool results. Run it as an MCP server exposing compress and expand_tool_output, or as a gateway in front of any upstream MCP server: it re-exposes the upstream tools unchanged and shrinks each result (HTML/JSON/logs/tables) before it reaches the model, keeping the relevant content only.

Synapse MCP Server

Synapse 엔티티(데이터 세트, 프로젝트, 폴더, 파일, 테이블)와 해당 주석을 노출하는 모델 컨텍스트 프로토콜 서버입니다. RESTful API를 통해 Synapse 데이터 리소스에 프로그래밍 방식으로 접근할 수 있도록 합니다.

gsc-seo-mcp

Secure, read-only Google Search Console MCP server with exact property allowlists and a hardened TypeScript runtime.

tuck-it

A single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.

@cyanheads/guardian-mcp-server

Search, browse, and retrieve full article text from The Guardian's journalism archive (1999–present) via MCP with three tools.

Bin Lookup Checker API MCP Server

Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.

meigenai-mcp

A read-only MCP server that exposes Meigen AI's image generation styles, pricing, FAQ, and official links to AI clients.

safe-mathjs-mcp

Safe MCP server for math operations: evaluate, simplify, and differentiate expressions with configurable precision, using a sandboxed worker thread and strict AST allowlist to block dangerous input.

mcp-agent-reliability

MCP server that scores tool descriptions, estimates token costs, simulates agent tool selection, and generates reliability reports to help AI agents choose the right tools and reduce wasted tokens.

mcp-server-getalife

11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans, calculate net worth, financial runway, savings goals, and audit subscriptions. Includes a voice transaction parser. All tools return rich markdown with tables, benchmarks, and actionable recommendations. Built by GetALife — the gamified budgeting app for iOS and Android.

MCP Toolkit

A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, File System, and GitHub API, enabling database operations, file management, and GitHub interactions through natural language.

Zotero MCP

Zotero 연구 라이브러리를 Model Context Protocol을 통해 Claude 및 다른 AI 어시스턴트와 연결하여 라이브러리 검색, 콘텐츠 액세스, 논문 토론, 요약 및 인용 분석을 할 수 있습니다.

@y0exchange/mcp

An MCP server that gives AI agents real-time access to DeFi across multiple chains, enabling non-custodial crypto trading, portfolio queries, and transaction execution.

mcp-confidence

Enables LLM agents to route responses as accept, verify, or ask-a-human based on token logprobs, and provides an MCP server for delegating generation to local models with confidence bands.

line-desktop-mcp

Enables AI tools to read and send LINE messages by automating the LINE Desktop application, with macOS OCR-based reading and idle-aware scheduling.

Perplexity Web MCP

MCP server providing 22 tools to query Perplexity AI's premium models (GPT-5.4, Claude 4.7 Opus, etc.) with citations, source discovery, and rate limit checking for AI agents.

DataCraftsmanAU/vineverse-mcp

Bible knowledge graph: 31,102 verses, 341,289 cross references, people, places, themes.

tmux-mcp-claude

Gives Claude Code full control over tmux sessions, windows, and panes, with an optional Sonnet-based safety classifier for destructive commands.

Minimal MCP Demo

This MCP server demonstrates basic Model Context Protocol architecture by exposing a get_weather tool that returns fake weather data, communicating over stdio.

infra-guard

Enables AI assistants to scan Terraform and Dockerfiles for security misconfigurations, returning structured Checkov findings that can be explained in plain language.