Discover Awesome MCP Servers

MCP Git Manager

An MCP server that gives AI agents git repository access: status, log, diff, branch, commit, push, pull, tag, stash, remotes — 24 tools, zero dependencies, pure Python stdlib (subprocess).

Remote MCP Server Authless

A Cloudflare Workers-based remote Model Context Protocol server that operates without authentication requirements, allowing users to deploy custom AI tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.

x-wing-mcp

An MCP server for X (Twitter) that enables creating posts, threads, likes, follows, and DMs, plus reading posts, timelines, mentions, and search results via a unified OAuth 2.0 connection.

swarm-suite

An AI engineering team for embedded firmware, lab automation, and hardware drivers. It uses 53 specialized experts and a datasheet-to-release pipeline to produce auditable, hardware-aware code.

MCP DataFrame QA

A research-informed MCP server that enables natural language question answering over local dataframes (CSV, Parquet, or Pandas) with safe, read-only execution and typed analysis plans.

mcpserver-semantickernel-client-demo

Okay, here's a translation of the prompt "Showing a super simple implementation of a C# MCP server hosted with Aspire and consumed by Semantic Kernel" into Spanish: **Opción 1 (Más directa):** "Mostrando una implementación súper simple de un servidor MCP en C# alojado con Aspire y consumido por Semantic Kernel." **Opción 2 (Ligeramente más fluida):** "Demostrando una implementación muy sencilla de un servidor MCP en C# que se aloja con Aspire y se utiliza con Semantic Kernel." **Opción 3 (Enfatizando el ejemplo):** "Un ejemplo de una implementación súper simple de un servidor MCP en C# alojado con Aspire y consumido por Semantic Kernel." **Which one is best depends on the context.** If you're just stating what you're going to do, the first option is fine. If you're introducing a demonstration, the second or third might be slightly better.

AstroFabric

AstroFabric is an agentic AI operating system for growth, revenue and digital operations. Specialist AI agents plan and execute complete missions through metered tools, with enforced budgets, approval-gated writes and full run transcripts. Work runs from the console, REST API, hosted MCP server, schedules, email or chat.

swagger-openapi-mcp

MCP server for querying Swagger/OpenAPI metadata efficiently from AI tools, enabling fast API discovery, search, and schema inspection.

grantguard-mcp

Enables auditing PostgreSQL role write privileges against a policy file, using read-only tools to explain, describe, and check permissions.

claude-code-delegate-local

MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

Dilix MCP

Open-source MCP server providing real estate regulatory intelligence (zoning, permits, entitlements, deal scoring) for US properties, enabling AI agents to access 10 callable tools.

la-caja-mcp

Enables structured debates with agent-agent-human interaction and access to persistent contextual memory (La Caja) through MCP tools.

trmm-mcp

MCP server that gives AI assistants read-only access to TacticalRMM fleet data (agents, checks, alerts, services, processes, etc.) and, with explicit approval, lets them run commands on managed machines.

Interactive Feedback MCP

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

utekos-docs-mcp-server

A template for building MCP servers using the xmcp framework, with automatic discovery of tools, prompts, and resources.

whoop-mcp

Connects WHOOP fitness tracker data to AI assistants like Claude and ChatGPT, enabling natural language queries about recovery, sleep, strain, and trends.

Azure Pricing MCP Server

This MCP server enables querying Azure resource pricing programmatically through a structured workflow, including listing service families, service names, products, and calculating monthly costs.

Flyworks MCP

A Model Context Protocol server that provides a convenient interface for creating lipsynced videos by matching digital avatar videos with audio inputs.

GSAP Master MCP Server

Transforms Claude into a GSAP animation expert with AI-powered natural language animation creation, complete API coverage, and production-ready patterns for all GSAP features and plugins.

Dokploy MCP Server

Enables AI assistants to manage cloud infrastructure through natural language by providing a unified interface to the Dokploy platform. Supports Docker containers, applications, databases, domains, monitoring, and deployment operations through conversational commands.

Stampchain MCP Server

A Model Context Protocol server that enables interaction with Bitcoin Stamps data via the Stampchain API, providing tools for querying stamp information, collections, and blockchain data without requiring authentication.

korea-public-data-mcp

Enables Claude to query Korean public financial, economic, and statistical data (OpenDART, ECOS, KOSIS, and data.go.kr) via real API calls, providing factual answers instead of guesses.

Personal Gmail MCP

Personal Gmail MCP (InternalBeyond external version) is a fully external Gmail MCP server compatible with any Streamable HTTP MCP client, offering 18 tools for searching, reading, composing, sending, and managing Gmail emails, threads, drafts, and labels via a secure OAuth flow deployed to Render.

MCP Academic Editor

A sophisticated academic manuscript revision system that provides surgical, line-anchored editing tools through MCP, designed for precise manuscript revisions while maintaining word count and semantic integrity.

Agentic Vault MCP Server

Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signing and a deny-by-default policy engine for secure DeFi transaction approvals.

forensic-rag-mcp

MCP server providing semantic search over incident response knowledge from 23 authoritative security sources.

Subnet Calculator MCP Server

Enables subnet mask calculations and network planning through MCP framework. Provides detailed subnet information including network addresses, IP ranges, and broadcast addresses, plus LAN planning advice for different network scales.

LongtermMemory-MCP

A fully local MCP server that gives AI agents persistent, semantic long-term memory without any cloud dependencies.

SIN-Code-Frontend-Design-Skill

Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.