Discover Awesome MCP Servers

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

mcp-bdm

Enables AI assistants to search, read, and analyze Italian civil court decisions from the Ministry of Justice's Banca Dati di Merito, using CIE authentication.

VisionMCP

A visual compiler and verifier for coding agents that turns rendered evidence into inspectable visual programs with tamper-evident receipts.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with MCP clients like Claude Desktop and Cloudflare AI Playground.

TextToSQL MCP Server

A read-only, schema-aware MCP server that connects to SQL databases and provides tools for refining questions, browsing schema, validating, explaining, and running SELECT statements with safety guards.

LuckyStar MCP Server

MCP server that lets AI agents drive the LuckyStar/LS_KTool Android memory-debugging stack, exposing tools for memory read/write, scanning, pointer operations, and device/process management via the Model Context Protocol.

Agent Fables

Provides offline, evidence-based preflight risk assessment for agent actions, returning revision-pinned incident patterns and unresolved verification gates to help prevent past failures from recurring.

MCP Stocks Analyzer

Provides real-time stock data, news, company fundamentals, and technical indicators for AI assistants via the Model Context Protocol.

mcp-knowledge-base

A personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.

Dataverse Local MCP

Enables interaction with Microsoft Dataverse and Dynamics 365 data through natural language, including CRUD operations, metadata exploration, and saved views.

i14y-mcp

MCP server for Switzerland's national metadata catalogue, enabling AI agents to discover datasets, APIs, public services, and publishers through free-text search and structured queries.

VoxMesh

Enables voice-first interactions with AI agents and MCP tools, supporting speech input/output, STT/TTS, and a provider-independent agent core.

safeguard-mcp

Enables AI agents to scan, redact, and govern sensitive data before sending it to external tools through DLP, secure chat, and shadow AI discovery tools.

Nordstrom MCP Server

A Model Context Protocol connector that allows users to search products, manage shopping bags and wishlists, and track orders on Nordstrom. It utilizes browser automation to enable seamless interaction with Nordstrom's retail platform through AI clients.

my-mcp-server

A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.

Personal Resume Agent

Enables Claude to intelligently query and analyze your resume using RAG technology. Supports skill matching against job requirements and answering questions about your professional background from locally stored resume files.

Umbra MCP Server

Enables AI agents to securely control a user's existing signed-in Chrome browser through isolated tab groups, with strict per-session ownership and no cookie or token exposure.

SageMath MCP Server

A universal mathematics MCP server that gives LLM clients full access to SageMath for symbolic calculus, number theory, linear algebra, and more, with persistent state across tool calls.

mcp-brreg

MCP server for the Norwegian Central Coordinating Register for Legal Entities (Enhetsregisteret), providing tools to search companies, get full register records, list recent registrations, and retrieve registered roles.

ypollak2/llm-router

Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.

Solana DeFi Intelligence MCP Server

An MCP server that gives AI agents real-time Solana DeFi intelligence — smart money tracking, rug detection, wallet analysis, and token research.

Shell Executor MCP Server

Provides safe shell command execution capabilities for AI agents and tools like VS Code Copilot through a whitelist-based filtering system.

mcp-research-pipeline

Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a research pipeline for Claude Desktop and MCP clients.

AI-Notion Integration MCP Server

Enables AI assistants to save and manage question-and-answer pairs within a structured Notion database. It provides tools for database setup, entry creation, and querying existing conversation history.

trammel

AI task planner for coding assistants that breaks goals into ordered steps, verifies each step with isolated test runs, learns from failures, and saves successful strategies as reusable recipes.

Hello MCP Server

A minimal stateless MCP server for Cloudflare Workers that provides a greeting tool, demonstrating the use of createMcpHandler from the Agents SDK.

Mesh Design System MCP Server

A Model Context Protocol server that provides AI assistants access to Mesh Design System components and design tokens, enabling AI-powered development tools to natively understand and utilize these UI components.

perun-mcp

Enables AI agents to search for cheap flights, InPost parcel lockers, and hotels via the Perun.search API for trip planning in Poland.

px-pipe-mcp

Renders large text blobs as dense PNG image pages via pxpipe, enabling vision models to read content at ~3x token efficiency with a single inline image block.

mcp-personal

A personal MCP server built with Python FastMCP, offering tools for paper retrieval, dataset analysis, project scaffolding, and directory utilities, with stdio and HTTP transport plus optional bearer token authentication.