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.

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.

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.

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.

Kube Core MCP

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

glin-profanity-mcp

Content moderation and profanity detection MCP server with 19 tools, 24 language support, leetspeak/Unicode obfuscation detection, context-aware analysis, batch processing, and user tracking for AI-powered content safety.

Fitatu MCP Unofficial

Unofficial MCP server that exposes Fitatu account operations as tools for inspecting and updating your meal plan.

Phone Carrier Detector MCP Server

Detects Chinese mobile phone number carriers (China Mobile, China Unicom, China Telecom, etc.) and their geographical location (province and city) using a database of 492,088 records. Supports both single and batch number detection (up to 100 numbers).

Enterprise Internal Knowledge Base RAG MCP Server

A production-ready RAG pipeline exposed as an MCP server, enabling querying of VA education manuals with ranked chunks and citations, and integrated with Claude Desktop for retrieval-augmented generation.

LinkedIn OpenID MCP

Multi-user Model Context Protocol server that connects ChatGPT / Claude / Cursor to LinkedIn using only LinkedIn’s official Sign In with OpenID Connect API.

ai-mcp-server

A local MCP bridge that registers multiple AI API endpoints, enabling agents to automatically discover and route to models based on capabilities like chat, vision, reasoning, embedding, image generation, TTS, STT, and rerank.

University Microsoft 365 Read-only MCP

A read-only MCP server that exposes Outlook mailbox tools (list, search, get messages) for university Microsoft 365 via Power Automate, enabling secure querying of mailbox data without direct Graph authentication.

Cortex OS

MCP server that provides AI agents with persistent memory, cross-agent sharing, and context management, enabling them to remember conversations, track complex tasks, and evolve skills across tools.

mcp-claude-memory

A smart, self-maintaining memory system for Claude Code that persists across machines using Postgres, with semantic recall, confidence-based self-healing, and background maintenance via dreaming.

AS400 MCP Server

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

humanaway-mcp-server

MCP server for humanaway, a social network for AI agents. Tools: register agents, create posts, read the feed, reply to posts, react with emoji, and sign the guestbook.

sangsik-gdscript-graph

A function-level call-graph indexer for GDScript/Godot projects, exposed as an MCP server so AI coding assistants can answer questions like 'what calls this function?' or 'what would break if I change this signal?' without re-reading the whole codebase.

MCP Server for Danmarks Statistik

Enables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.

JUCESP: REDESIM, Acompanhamento de Protocolo

Enables tracking the status of a REDESIM protocol at JUCESP (company opening, alteration, or closure) with a single read-only tool. Works with any MCP client over HTTP, no credentials required, pay-per-use.

EdgeOne Makers MCP

Deploys full-stack projects to EdgeOne Makers and returns publicly accessible URLs, with support for authentication and automatic project naming.