Discover Awesome MCP Servers

boilerforge

Architecture governance MCP server for AI-built codebases, enabling health checks, template management, and project scaffolding with migration support.

Strapi Content MCP

Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.

Chisel

Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via

mailplug-jandi-mcp

MCP server for Mailplug email workflows and JANDI notifications, providing tools to build and send JANDI messages via webhook.

cdp-bridge

Connects MCP clients to real browser sessions via a Chromium plugin, enabling LLMs to read, scan, automate, and navigate web pages using the user's existing browser state.

Bitwig MCP Server

An MCP server that enables AI-powered music production by allowing Claude to control Bitwig Studio, including transport, mixer, and device controls.

MCP Weather Server

A production-grade Model Context Protocol server that provides real-time weather data and 5-day forecasts using the Open-Meteo API. It offers comprehensive meteorological metrics supported by Redis caching and built-in performance monitoring tools.

videolab-mcp

An MCP server that turns Claude into a hands-on video editor for short-form videos, enabling music generation, script writing, voiceover synthesis, and video stitching with FFmpeg. It also features a text-to-documentary skill that converts long-form text into structured documentary videos.

RPG Maker MZ MCP Server

Enables complete RPG Maker MZ game development through MCP tools, including autonomous game creation from concepts, AI-generated assets using Gemini 2.5 Flash, and programmatic control over maps, events, characters, and databases. Supports full game creation workflow from a single command with automatic story, asset, and implementation generation.

MinerU Document Explorer

Enables AI agents to search, deep-read, and build knowledge bases from Markdown, PDF, DOCX, and PPTX documents via MCP tools for retrieval, document navigation, and ingestion.

bq-readonly-mcp

A read-only BigQuery MCP server with auto-LIMIT injection, dry-run cost guard, and ADC authentication. Allows safe SQL querying of BigQuery by LLMs without risk of data modification or unexpected costs.

BrowserMCP

An MCP server that provides AI assistants with full control over a real browser session via a Chrome extension, supporting 36 tools for navigation, data extraction, and DOM manipulation. It bypasses bot detection by utilizing the user's active browser session, including cookies, authentication tokens, and installed extensions.

vault-semantic-mcp

A local semantic search MCP server for Markdown vaults that indexes and retrieves notes using hybrid keyword and embedding search.

Heroku MCP Code Execution - Python

An MCP server for securely executing Python code, supporting STDIO, Streamable HTTP, and SSE transports, with easy deployment on Heroku.

Kubernetes MCP Server

Server MCP ringan yang menyediakan pemrosesan bahasa alami dan akses API ke klaster Kubernetes, menggabungkan perintah kubectl dan klien Python Kubernetes.

Biomolecule Modeling MCP Server

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.

bloom-mcp

MCP server for Bloom Growth that allows users to update metrics, check scorecards, and manage rocks directly from Claude.

build-quality-mcp

Enables Claude-powered pre-push code review, blocking bad commits by analyzing diffs with Anthropic's models.

autodemo

MCP server that turns any running web app into demo videos, interactive walkthroughs, and marketing captures via one command. Enables AI agents to show their work with regenerated demos on every PR.

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

RTTA Arena MCP Server

Enables AI agents to participate in a blockchain-based reverse Turing test game, with tools for session management, room matching, gameplay actions, and automatic play.

Herald

The self-hosted MCP bridge between Claude Chat and Claude Code.

MCP Meeting Agent

Enhances meetings by providing technology trivia questions, interesting fun facts, and current GitHub trending repositories. Generates formatted meeting notes with engaging content to make meetings more interactive and informative.

cocoon

An MCP server that provides a single tool for discovering, auto-installing, sandboxing, and calling any API from the printing-press corpus. It enables agents to seamlessly find and execute API operations without per-API setup.

bloomberg-mcp

Provides Model Context Protocol tools for accessing Bloomberg Terminal data including BDP, BDH, BDIB, BQL, bond analytics, screening, and field search.

cml2-mcp

Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and a generic API call tool, enabling models to interact with CML2 by reading the spec first.

Motion MCP Server

Connects AI assistants to Motion for comprehensive task and project management, including creating/updating tasks, managing projects, handling workspaces, comments, and recurring tasks with smart rate limiting.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.