Discover Awesome MCP Servers

AI Agent Marketplace Index Search

Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

Stats Engine MCP Server

A statistical analysis MCP server offering 30 tools for descriptive statistics, hypothesis tests, regression, and time series, all returning Markdown reports with automatic interpretations to enable AI agents to perform comprehensive data analysis.

CatchAll (by NewsCatcher)

Web search API for comprehensive event retrieval: find every relevant event across the open web — not just top results.

Underwriting Decision MCP

Demo MCP for insurance underwriting decision support, reading application forms, health questionnaires, and medical exam results to return justified recommendations using deterministic rules.

Neo4j MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

Google Workspace Automation Builder MCP Server

Enables automation of Google Workspace tasks, including reading/writing sheets, generating Apps Script code, and creating webhook senders, with AI assistance via Claude.

MCP & Copilot Studio Learning Project

A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.

appium-mcp

Professional mobile test automation framework with AI-powered test generation, Page Object Model support, and AWS Bedrock integration.

Master MCP Orchestrator

Centralized MCP server that intelligently routes user queries to appropriate MCP tools, aggregates responses from multiple servers, and supports both rule-based and AI-powered routing.

CPQ-BML MCP Server

Enables AI agents to interact with an Oracle CPQ BML workspace, allowing operations like pulling, validating, debugging, and deploying BML functions locally without exposing credentials.

fidelity-mcp

Enables AI agents to read balances, positions, and transaction history, and place limit sell orders on Fidelity Investments accounts via Playwright browser automation.

build_club_mcp

MCP server with example tools for arithmetic and greeting, designed for deployment on Amazon Bedrock AgentCore Runtime with OAuth authentication.

Algorand Remote MCP

A Model Context Protocol (MCP) server that provides tools and resources for AI agents to interact with the Algorand blockchain.

TenantCloud MCP Server

Enables AI agents to manage rental properties on TenantCloud via natural language, including contacts, messaging, maintenance, and financials.

mcp-my-apple-remembers

A simple MCP server that recalls and saves memories from and to Apple Notes.

Asana MCP Server

Multi-Agent Conversation Protocol server that enables interaction with Asana's task management API, allowing users to manage projects, tasks, and team collaboration through natural language.

Pressable MCP Server

Provides a comprehensive suite of 56 tools for the management and automation of WordPress sites via the Pressable API. It enables users to handle site lifecycles, backups, DNS, and server operations through 13 specialized modules.

wafer-map-mcp

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

Windows-MCP

Enables AI agents to interact with Windows operating systems by providing tools for UI automation, file navigation, application control, and system operations. Works with any LLM to perform tasks like clicking, typing, launching applications, and executing PowerShell commands through native Windows integration.

ERPNext MCP Server

A TypeScript-based server that enables AI assistants to interact with ERPNext/Frappe systems through the Model Context Protocol, allowing access to documents, creation/updating of records, and running reports.

shipsaving-mcp

An MCP server that wraps the ShipSaving logistics REST API, enabling AI assistants like Claude to perform shipping operations through natural language.

rag-retrieval-mcp

Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone, pgvector) to return relevant content.

MCP Hub

An AI-native management hub that enables users to control WordPress, WooCommerce, and various self-hosted services like Gitea and Supabase through AI assistants. It provides a comprehensive suite of nearly 600 tools for managing content, ecommerce stores, repositories, and databases using natural language.

Harness MCP Server

Provides AI agents full access to the Harness.io platform through 10 consolidated tools and 137 resource types, enabling management of CI/CD, GitOps, Feature Flags, cost data, and more.

MCP Enhanced Data Retrieval System

Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

dcc-mcp-substance3d-designer

Adapter that runs an MCP server inside Substance 3D Designer, enabling tools to inspect and interact with the active designer session and its packages through natural language.