Discover Awesome MCP Servers

BioE234 MCP Starter

Framework for building bioengineering automation tools that AI assistants can call via the Model Context Protocol, handling server registration and tool discovery automatically.

Skald MCP Server

Chat with your Skald knowledge base, add and update new knowledge, and search through memos.

mcp4xiaozhi

Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpress news, and random fables.

data-explore

An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.

Conselho Regional de Odontologia PR: Cadastro

Enables querying the official registry of the Regional Council of Dentistry of Paraná (Brazil) for professional registration data. It provides a read-only tool to consult official records via natural language.

billy-mcp

An MCP server for Danish accounting via Billy.dk API, enabling natural-language control over invoices, bank lines, reports, and more, with a write-guard for safety.

CodePilot

An autonomous AI software engineer and MCP server that uses LangGraph and a hybrid RAG index to autonomously edit, test, and debug codebases.

worldlabs-mcp

MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds from text, images, panoramas, multi-view sets, or video, and grounding a voice agent in scene coordinates.

PlaceRoot

PlaceRoot is an MCP server that answers spatial questions using open map data from Overture Maps, without requiring API keys or signup. It provides tools for place search, area analysis, routing, and geometry operations.

x.ai Grok MCP Server

Enables chat completions using x.ai's Grok API with support for multiple Grok models (grok-beta, grok-2-latest, grok-4-latest) and configurable parameters like temperature and max tokens.

ZOOQ - LinkedIn Data for AI Agents

Live LinkedIn data for AI agents: 44 tools for profiles, companies, jobs, posts, people search, job-change signals and email finding. Hosted remote server (streamable HTTP) - your agent never touches your own LinkedIn account. 300 free credits on signup, no card. Dockerfile in repo bridges stdio clients to the hosted endpoint via mcp-remote.

mcp-ado

A FastMCP server that scans Azure DevOps work items, flags overdue or stale items, emails assignees via Microsoft Graph, and provides tools to delve into stalled items, wiki pages, and write operations with safety gates.

Usher MCP

Enables users to search and view detailed movie information from TMDB, including cast, ratings, and showtimes, through an interactive widget interface.

har-mcp

Enables analysis of large HAR files with schema-less protobuf/gRPC decoding, allowing structured queries and decoding of opaque binary bodies for reverse-engineering and traffic research.

macOS Ecosystem MCP Server

Provides secure access to macOS Reminders, Calendar, and Notes using semantic tools and validated AppleScript templates. It enables users to manage schedules, tasks, and notes through natural language while ensuring multi-layer security validation.

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI-powered capabilities including markdown file serving, keyword search, and intelligent Q\&A using OpenAI integration.

JFrog Artifactory MCP Server

A Model Context Protocol (MCP) server that provides seamless integration with JFrog Artifactory, enabling AI assistants to manage artifacts, repositories, and perform cleanup operations through natural language interactions.

Dependency-Track MCP Server

Enables querying projects, fetching findings, triggering analysis, uploading CycloneDX BOMs, and checking async token status for OWASP Dependency-Track.

Mine Market MCP Server

This MCP server allows searching mining projects, tenements, and mineral properties through Claude using natural language queries, enabling users to find opportunities by commodity, location, price, and more.

StarTree MCP Server for Apache Pinot

StarTree MCP Server for Apache Pinot

VE Google Workspace MCP

Most Google Workspace MCPs let you read. This one lets you write — 28 authoring tools on top of taylorwilsdon/google_workspace_mcp, including markdown-to-Docs, smart chips, and recursive Drive copy.

Shopify MCP Server

Enables interaction with Shopify store data through GraphQL API, providing tools for managing products, customers, orders, blogs, and articles.

Labradoc MCP Server

Enables AI assistants to interact with Labradoc's document management, email ingestion, task extraction, and integration features through MCP tools.

Aedile

Enables AI coding assistants to analyze codebases locally before generating code, reducing duplication and enforcing architecture boundaries.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

IB Async MCP Server

Enables read-only access to Interactive Brokers data including contracts, market data, news, fundamentals, and portfolio/account information for LLM workflows and autonomous agents.

mcp-sii

Open-source MCP server for Chile's SII free invoicing system, enabling AI agents to query issued and received tax documents.

Agent Context API MCP

MCP server for deterministic context preflight, token counting, and credential redaction for coding agents, with a free local tier up to 12,000 characters and paid HTTP fallback for larger inputs.

momo-mcp

An MCP server for Mobile Money in Francophone West Africa that enables AI agents to make payments via MTN MoMo (sandbox) using tools like request_payment, check_payment_status, and disburse_payment.

AETHER_01

Enables AI agents to perform extensive Windows system administration, file operations, process management, network configuration, registry editing, GUI automation, and more through a comprehensive set of MCP tools.