Discover Awesome MCP Servers

MCP Calculator

A simple Model Context Protocol (MCP) server that provides basic calculation functions to Claude. It enables users to perform mathematical operations like addition directly through natural language commands.

Libs MCP Service

A Model Context Protocol (MCP) service for integration with external platforms, providing CRUD operations for 23 entity types through a standardized MCP interface.

ssis-adf-agent

An MCP server that enables automated analysis and conversion of SSIS packages into Azure Data Factory JSON artifacts directly through GitHub Copilot. It streamlines ETL modernization by detecting complex patterns, translating script tasks, and generating production-ready pipelines following Microsoft best practices.

Obsidian MCP Wrapper

Enables Claude Desktop to securely search and retrieve knowledge from an Obsidian vault through a stateless MCP interface, with progressive disclosure and gated write capabilities.

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

MCP BMI Server Template

A minimal FastAPI-based MCP server that provides a tool for calculating Body Mass Index (BMI) using SSE for discovery. It serves as a template for developers to build and deploy lightweight MCP services on platforms like Render.

gramps-web-mcp

MCP server for Gramps Web. Gives AI agents structured, tool-based access to family trees through the Model Context Protocol. Built with .NET 8.

unity-api-mcp

MCP server providing accurate Unity API documentation to prevent AI agents from hallucinating signatures, namespaces, and deprecated usage.

planner-mcp

MCP server that turns planning documents into structured SQLite data and exposes plan metadata to AI agents, with tools to list and delete saved plans.

x-search-mcp

Provides read-only access to X (Twitter) search via xAI's Responses API, returning Grok-generated answers with citations from posts, profiles, and threads.

mcp-feedback-enhanced

Establishes feedback-oriented development workflows with Web UI and desktop application dual interfaces, enabling AI to confirm with users and consolidate tool calls into feedback requests to reduce costs and improve development efficiency.

WorkFlowy MCP Server

Enables interaction with WorkFlowy's outline and task management system through 8 comprehensive tools. Supports creating, updating, searching, and managing hierarchical nodes and tasks with high-performance async operations.

WordPress MCP Server

Enables AI assistants to interact with a WordPress site, allowing content and taxonomy management (list, create, update, delete) through 17 MCP tools.

Veeam AIops

AI-powered Veeam Backup & Replication operations MCP server with tools for managing jobs, restores, sessions, and repositories, featuring built-in governance, audit logging, and safety controls.

Local Testing Agent MCP Server

A multi-language testing automation server that enables AI assistants to discover, plan, and execute tests across six major programming languages. It provides comprehensive tools for repository scanning, automated test execution, and detailed coverage reporting.

MCP Memory

An MCP server that gives AI assistants the ability to remember user information (preferences, behaviors) across conversations using vector search technology.

steamforecast-mcp

Model Context Protocol server for Steam Launch Forecaster, exposing calibrated revenue cones (P10–P90) and other tools to AI agents for Steam game revenue forecasting and analysis.

runtime-inspector-mcp

Read-only MCP server to inspect allowlisted Docker containers, systemd services, JSONL logs, and HTTP health endpoints without arbitrary shell access.

LocalPulse MCP

MCP server for value-first cold outreach to local service businesses, enabling personalized cold email generation and lead scoring.

axle-mcp

Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide comprehensive tools for Lean 4 proof engineering. It enables users to validate, repair, and transform Lean theorems through a remote API without requiring a local Lean installation.

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.

CalDAV MCP Server

A Model Context Protocol server for managing iCloud Calendar events, supporting multiple alarms and both stdio and Streamable HTTP transports.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol servers using TypeScript SDK, with example implementations of calculator tools, greeting functionality, and resource management.

bima-mcp

MCP server for Kenya insurance intelligence, providing tools to query insurance products, NHIF coverage, and parametric crop risk scoring.

renoun-mpc

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.

QuickBooks Online MCP Server

Enables AI assistants to query and manage QuickBooks Online data through natural language, including customers, invoices, bills, vendors, accounts, and financial reports.

Aurai Advisor (上级顾问 MCP)

An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.

qontinui-lib-mcp

Enables AI-powered visual automation workflows by providing tools for searching nodes, creating and validating workflows, and executing automation scripts via natural language.

Claude Code Manager WAN

Enables ISLI agents and MCP clients to dispatch natural-language coding and terminal tasks to a locally-installed Claude Code CLI, supporting both one-shot execution and persistent sessions with workspace and security controls.