Discover Awesome MCP Servers

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.

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.

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.

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

Kube Core MCP

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

MCP + LangGraph Agent

LangGraphエージェントのチュートリアルをMCPサーバーで使用できるように適応させる。

b24-mcp

A local MCP server for Bitrix24 that provides read-only access to portal data including calendar, tasks, chats, projects, call analytics, and people information.

Fellow MCP Server

Enables AI tools to interact with the Fellow.ai API for managing action items, notes, recordings, webhooks, and user info with full CRUD operations.

reuse-before-generate

Stop your AI agent from rebuilding what already exists. MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

juba-mcp

An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database for legal summaries and full-text judicial rulings. It enables AI assistants to perform advanced searches across various legal matters from the Supreme Court of the Province of Buenos Aires.

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.

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.

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.

npm-guardian

Audits npm packages for supply-chain attacks (typosquatting, malicious install scripts, credential exfiltration) before installation, returning a SAFE/SUSPICIOUS/DANGEROUS verdict.

open-greenhouse-mcp

Production-ready MCP server for Greenhouse ATS that provides comprehensive recruitment tools—screening, pipeline analytics, search, and safe write operations—across read-only, recruiter, and full profiles.