Discover Awesome MCP Servers

Muni-MCP

Professional building code compliance assistant that interfaces with municipal building codes, helping contractors and builders navigate complex regulatory requirements with precision.

Canvas MCP

Read-only FastMCP server for Canvas LMS study data.

VS Code Simple Browser MCP Server

A Model Context Protocol server that enables LLMs to interact with VS Code's Simple Browser, allowing for browser control, JavaScript execution, console monitoring, and navigation through natural language.

PredictionMarketsPicks Quant

Prediction-market quant tools — expected value, Kelly sizing, Bayesian updating, odds conversion, base-rate gaps, cross-platform arbitrage, and mispricing edge — for Kalshi and Polymarket contracts, exposed as a remote MCP server.

rm_mcp

rm_mcp bridges ROS Noetic and ROS 2 with Model Context Protocol, providing AI Agents with structured 'eyes' (state & system inspection) and 'hands' (controller actuation, signal injection, rosbag recording, and automated PID response analysis) for robotics debugging.

wallet-generator-mcp

An MCP server for batch-generating wallets compatible with Ethereum and all EVM-compatible chains.

AgentOverflow

A token-optimized documentation and Q&A registry for AI agents, providing dense machine-readable symbol-level docs and agent-contributed Q&A to minimize token usage while preserving information.

Crawl4AI MCP Server

Connect to your Crawl4AI docker API server.

ViteMCP

A TypeScript framework for building stateless MCP servers, simplifying tool, resource, and prompt definitions with built-in auth, streaming, and edge deployment support.

human-intervention-mcp

Enables AI agents to request human actions or decisions by opening a local browser page for input, allowing the agent to pause and wait for human response.

RunBeacon

RunBeacon is an MCP server that turns long-running local and SSH commands into tracked jobs. It provides event-driven monitoring, a live dashboard, and a resident daemon for reliable execution and cancellation.

Tableau MCP Server

Enables AI applications to integrate with Tableau through developer primitives including tools, resources and prompts. Supports querying data from datasources, exploring content like workbooks and views, and retrieving visualizations using the Tableau REST API.

MCP Project Assistant Framework

Generates project features (HTML pages, backend APIs) from prompts and project-specific business rules stored as resources, with support for interchangeable LLM providers (local Ollama or cloud Gemini).

OpenAI Universal MCP Server

Provides a standardized interface for interacting with OpenAI's tools and services through the Model Context Protocol, enabling seamless integration with MCP-compliant applications.

codeglance-mcp

Analyzes GitHub repositories using Gemini AI and generates comprehensive documentation including overviews, architecture guides, and file insights. Works with any MCP-compatible client.

LACRM MCP Server

A comprehensive MCP server for Less Annoying CRM providing 87 tools for contacts, pipelines, tasks, events, notes, emails, files, and more.

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

MCP LINE Server

Enables AI assistants to send LINE messages, including text, stamps, Flex Messages, and check message quotas through the LINE Messaging API.

AXIS MCP Server

Runs a Model Context Protocol server directly on Axis cameras, enabling any MCP-capable AI to inspect and control the camera without cloud or middleware.

OHM-MCP

AI-powered Python refactoring assistant that provides AST-based code analysis, SOLID violation detection, dead code elimination, type safety analysis, performance optimization, and automated refactoring with rollback capabilities.

Claude Advanced Memory Engine

Provides structured local memory for Claude Desktop, reducing token usage by over 95% through intelligent retrieval and layered storage.

Bernstein - Multi-agent orchestration

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

thinkneo-control-plane

Enterprise AI governance layer for spend tracking, runtime guardrails, policy enforcement, and budget limits. Connects Claude, ChatGPT, and any MCP client to ThinkNEO's control plane for SOC2/GDPR/HIPAA compliance monitoring and real-time provider health.

Cloudflare MCP Server for Static Sites

Turns any static website into an MCP-searchable knowledge base by deploying a Cloudflare Worker that provides full-text search tools, enabling AI assistants to search and retrieve content from your site.

Remote MCP Server

Enables AI tools like Claude to interact with a remote machine's file system and shell via a secure HTTPS endpoint. It provides standardized tools for executing shell commands, reading and writing files, and navigating directories.

Ecount MCP Server

MCP server wrapping ECOUNT ERP OpenAPI, enabling Claude to call inventory, sales, purchase, and accounting data as tools. Supports automating tax invoice journal entries and customer registration.

High-Performance File System MCP Server

A secure, Dockerized MCP server enabling AI assistants to perform file and directory CRUD operations like read, write, edit, search, and manage local files via natural language.

Canvas Assignment Assistant MCP Server

Server MCP untuk Canvas / Instructure untuk membantu menarik detail dan tenggat waktu tugas.

MongoDB Movie Database

Enables querying and analyzing the MongoDB sample_mflix movie dataset through natural language, supporting searches by title, genre, actors, directors, ratings, and providing aggregate statistics like counts and averages.

google-workspace-mcp-sidecar

A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, enabling email drafting, thread management, calendar event retrieval, and time suggestions with server-side recipient and visibility policies.