Discover Awesome MCP Servers

docs.rs MCP

An MCP server that enables searching for Rust crates and their documentation from docs.rs, allowing AI agents to find required crates and access the latest documentation.

loupe

Unifies five public US-government drug datasets into a single sourced page per GLP-1/cardiometabolic drug, providing cost, shortage, label, and alternatives. The MCP server exposes the same Drug contract as the UI for agent-native access.

mcp-taro-docs

An MCP server that enables querying and fetching Taro official documentation pages via a two-step retrieval workflow using sitemap-based candidate search and full content extraction.

code-context

An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

MCP Server Trello

Mirror of

Figma MCP Server

Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation.

Minecraft MCP Server

Enables AI models like Claude to control a Minecraft character through natural language commands, supporting movement, inventory, block interactions, and more.

svg-mcp

A FastMCP server providing structured SVG authoring tools for LLMs, enabling create, edit, and render SVG graphics through hierarchical primitives, gradients, paths, and reusable resources.

auralis-google

MCP server for integrating Claude AI with Google Workspace, enabling access to Gmail, Calendar, Drive, Docs, and Sheets through natural language.

SeedWeaver

Generates realistic, referentially-coherent test data (SQL INSERTs, JSON, or CSV) from your database schema, resolving foreign keys and respecting constraints. Paste CREATE TABLE DDL or a JSON schema and get ready-to-run seed data with valid relationships.

MCP Memory Server

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

ogd-mcp-server

OGD MCP Server

yourtraffic

Enables agents to access web analytics statistics via OAuth, providing a privacy-first, cookie-free analytics service.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

ValidationStation

AI powered, self healing JSON validator. Pay/call

hooklayer

Viral-content intelligence for AI agents — 7 read-only MCP tools for TikTok/YouTube hook scoring, virality prediction, trend analysis, and viral template search, with evidence-layer scoring.

Malaysia Payments MCP

Enables AI agents to accept Malaysian payments (FPX, DuitNow) through Billplz, providing tools to create payment links and check payment status.

fallcompass-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP tools and resources for integration with AI assistants.

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

System Explorer MCP

Read-only MCP server for observing Linux hosts (systemd, ZFS, Docker, VMs, network, hardware, NixOS) as a graph of objects with provenance. Provides seven tools to list hosts, get status, collections, objects, evidence, lookup, and changes.

QuantPortfolioMCP

MCP server for quantitative portfolio optimization and analysis, providing tools for market data ingestion, covariance estimation, portfolio construction (mean-variance, Black-Litterman, HRP, CVaR, regularized), risk attribution, and statistical analysis to AI assistants.

MCP PostgreSQL Server

A server that connects to PostgreSQL databases and provides tools for safely exploring schemas, running read-only SQL queries, and performing data analysis with pre-built templates.

Airport Pickups London MCP Server

Enables AI agents to get fixed-price quotes and book London airport transfers, with flight validation and inter-agent communication via A2A protocol.

MCP Server for Microsoft Business Central

Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.

PentestMCP

Enables LLMs to perform Active Directory penetration testing using tools like NetExec, Bloodhound, Nmap, Certipy, and John the Ripper. Automates vulnerability discovery, attack path analysis, and documentation generation for security assessments.

project-mcp

MCP server that enables LLMs to read and analyze Microsoft Project schedules, including critical path, resources, and advanced construction planning layers (AWP and LPS) for work packages and Lean planning.

mcp-nimble-crm

MCP server for the Nimble CRM API that enables managing contacts, deals, pipelines, notes, tasks, tags, fields metadata, and message drafts from any MCP client.