Awesome Mcp Servers

Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more servers securely and in just a few seconds. Perfect for AI agents and humans in a hurry.

MCP server for merging multiple files into one

A Model Context Protocol (MCP) server for GreptimeDB

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.

The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

A Model Context Protocol server for the Codex API

Zero-config domain availability MCP server for Claude & ChatGPT. Live pricing via Porkbun, premium/auction detection via GoDaddy, AI suggestions, RDAP/WHOIS fallback. Stdio + HTTP.

No description.

An unofficial MCP interface to interact with the PapersWithCode API

DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI Agent 设计的 Model Context Protocol (MCP) 服务器，旨在提供中国内地、中国香港及亚洲地区的本地生活服务接口。

mcp server for tidb

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Model Context Protocol server for Aiven

MCP server for AI-driven image editing with Photopea

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

Turn any GraphQL endpoint into a set of MCP tools

Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI

A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.

A simple minimal weather mcp server :)

MCP Server to make searching openrouter easy

No description.

Official GrowthBook MCP server for creating flags, getting experiments, and more.

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.

Verify that any MCP server is running the intended and untampered code via hardware attestation.

AIM MCP Server :: Guard and Protect your MCPs & AI Chatting

No description.

An MCP server for JupyterCAD that allows you to control it using LLMs/natural language.

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

🪐 MCP IPFS Server

No description.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP

Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, zero dependencies.

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

Convert any (whatever) CLI to proper MCP server with tools mapped based on CLI help

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

Terminal MCP server for AI coding agents — spawn, manage, and monitor PTY sessions via the Model Context Protocol

No description.

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

MCP server that turns AI into an SVG artist

No description.

MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management