Discover Awesome MCP Servers

bash-mcp

Enables executing shell commands without permission prompts, including running commands and managing background processes.

Proxy Pool MCP Server

Manages an authorized proxy pool for security testing, providing MCP tools to select the best available proxy, report status, switch proxies, view pool health, and register nodes, backed by health checks and audit logging.

Mental Health MCP Server

Provides compassionate mental health support tools including mood tracking, emotional check-ins, and personalized coping strategies. Stores mood logs and journal entries locally while offering empathetic guidance for stress management and emotional well-being.

Yaizu Smart City MCP Server

Enables access to Yaizu City's open data and smart city APIs through Claude Desktop. Provides tools for searching facilities, retrieving city data, accessing disaster information, tourism data, and other municipal services.

keyboard-maestro-mcp

Enables managing Keyboard Maestro macros with natural language commands, including creation, editing, execution, and debugging.

MCP-BPMN Server

Enables AI assistants to create and manage one BPMN 2.0 diagram at a time, including Mermaid conversion, validation, layout, persistence, and XML or SVG export.

Backend Architect MCP Server

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.

Kube Core MCP

A Kubernetes command processing service that converts natural language requests into valid kubectl commands, providing command validation and security checks.

RunAPI Midjourney MCP Server

Provides AI agents with Midjourney API access for image and video generation, task polling, and pricing checks through a focused MCP server.

zbmath-mcp

MCP server to search and retrieve mathematical publications, author profiles, and software entries from zbMath Open.

Prisme.ai MCP Plugin

Provides Prisme.ai tools for workspaces, automations, apps, events, files, AI Knowledge, and documentation, plus DSUL validation, skills, Claude agents, and hooks.

Ayoa MCP Server

Exposes Ayoa mindmapping services as MCP tools, enabling mindmap creation, listing, OPML import, and presenter slide capture.

FileMaker MCP Server

Dynamically exposes FileMaker scripts as MCP tools, providing a web interface and HTTP+SSE endpoint for integration with Claude.

Stevia Store MCP Server

Enables managing an organic stevia products e-commerce store through natural language, including product catalog management, customer service, order processing, and sales analytics. Provides a complete backend for Organital's stevia business with Hebrew language support.

algernon

Algernon enables AI assistants to orchestrate a fleet of cheap LLM workers, decomposing goals into tightly-scoped parallel sub-tasks and dispatching them concurrently, so the main model stays context-light and token-efficient.

MAXIA

MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to each other. Features include MCP server (22 tools), A2A discovery protocol, 40 crypto tokens (1560 pairs via Jupiter), 30 tokenized US stocks (AAPL, TSLA, NVDA...), GPU rental at cost price (8 tiers, RTX 4090 to H100), DeFi yield scanning, crypto sentiment analysis, rug pull

ObsidianReaderMCP

Enables AI assistants to manage Obsidian vaults via the local REST API, supporting CRUD operations, batch processing, templates, and vault analytics.

MCP SysOperator

An MCP server for Infrastructure as Code that enables AI assistants to manage cloud resources through Ansible and Terraform operations. It supports executing playbooks, managing AWS services, and running Terraform commands with optional LocalStack integration.

Soora FR MCP Server

Enables AI clients to access Soora FR's image generation workflows, styles, pricing, FAQ, and official links.

calc-mcp-server

An MCP server that performs exact arithmetic calculations, avoiding the pitfalls of float64 and unsafe eval, with resource limits for safe execution.

web-search

Web search API for AI agents. Returns structured results with title, URL, and snippet; pay-per-call via x402 micropayments.

MCPWorks

Cuts AI token costs by running user code in a secure sandbox, so data never enters the context window, enabling efficient data processing with MCP protocol.

Docs Vector MCP

Enables AI agents to semantically search GitHub repository documentation by automatically fetching, vectorizing, and indexing content into an Upstash Vector database. It provides a standard MCP interface for agents to retrieve relevant documentation snippets through natural language queries.

cronalert-mcp

MCP server for CronAlert uptime monitoring — manage monitors, check results, and incidents from any MCP-compatible AI client.

GAM Seller MCP Node

A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.

remotessh-mcp

Provides local command execution, remote SSH, interactive terminals, file read/write, and source search for AI CLI through stdio, with large output pagination and safety confirmations.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

CodeArts MCP

Unified MCP server that wraps 8 Huawei Cloud CodeArts modules (Req, Repo, Pipeline, Check, TestPlan, Deploy, Build, Artifact) into a standardized toolset, supporting local stdio and shared HTTP modes with session isolation and encrypted credential storage.

Backtrader MCP

Local-first MCP server for building and running reproducible Backtrader strategies offline, with tools to inspect datasets, manage drafts, and execute backtests via controlled subprocess runs. It supports multiple hosts including Claude, Codex, OpenCode, and OpenClaw through stdio.

MCP + LangGraph Agent

LangGraph 에이전트 튜토리얼을 MCP 서버를 사용하도록 적용.