Discover Awesome MCP Servers

redmine-mcp-server

AI agent can manage Redmine tickets and projects via MCP tools.

Cartograph

Cartograph is an MCP server that provides agent-native code intelligence by building a queryable code graph from a repository using tree-sitter and SQLite. It offers tools for symbol lookup, call graph traversal, blast radius analysis, and architecture overview to help coding agents answer structural questions about code.

SEFAZ PE: Certidão Negativa de Débitos

Enables consulting SEFAZ PE negative debt certificates from an official source, using a single read-only tool. Works with any MCP client and charges per use with prepaid credits.

Daruka MCP Server

Connects Claude to Daruka project memory, enabling saving, searching, and loading project context directly from conversations.

Salesforce MCP Server

A natural language interface for Salesforce data that allows users to query accounts, opportunities, contacts, leads, and activities through conversational prompts. It supports SOQL queries and provides tools for data retrieval and analysis without requiring technical Salesforce knowledge.

ClinicalTrials.gov Natural Language API Server

Enables users to query ClinicalTrials.gov using natural language instead of complex API parameters, translating plain English requests into structured API calls and returning organized clinical trial data.

PagSeguro

MCP server that enables AI agents to manage PagSeguro/PagBank payments, including orders, charges, checkouts, and public keys via official API.

memscope-mcp

Enables AI agents to perform low-level Windows process memory research, including process attachment, memory scanning, reading/writing, pointer chasing, remote code execution, and inline hooking via MCP tools and Lua scripting.

docker-mcp

A read-only MCP server that exposes your Docker daemon, allowing AI assistants to list containers, inspect their details, and fetch logs without write access.

GitLab MCP Server

Enables AI-powered exploration and interaction with GitLab instances through comprehensive search, code browsing, and repository management. Supports both self-hosted and GitLab.com with flexible authentication for read and write operations.

FAIM MCP Server

A Model Context Protocol (MCP) server that integrates the FAIM time series forecasting SDK with any MCP-compatible AI assistant, enabling AI-powered forecasting capabilities.

MCP Project Management Server

Enables AI assistants to manage project analysis, code metrics, documentation, Git operations, code quality, and file organization through natural language commands.

RabbitMQ MCP Server

Enables management of RabbitMQ clusters, queues, exchanges, bindings, users, and messages through natural language in chat interfaces, using the MCP protocol.

Felix Standalone MCP Server

Standalone MCP server that provides external AI clients with tool integration and intelligent PASH compression for significant token savings.

amazing-clickup-mcp

A comprehensive MCP server for the ClickUp API exposing 166 tools to manage Spaces, Folders, Lists, Tasks, Docs, and more, enabling LLMs to read and drive a ClickUp Workspace.

@runehand/mcp-server

MCP server that wraps the Runehand API v1 as tools, enabling users to operate Runehand bots directly by listing bots and flows, reading and replying to conversations, managing leads, and checking analytics.

Roblox MCP Server

Enables AI assistants to interact with running Roblox game instances by inspecting the game hierarchy, reading client-side scripts, and executing Lua code directly within the Roblox client through a WebSocket bridge.

siglent-sdg-mcp

MCP server that lets AI assistants control Siglent SDG waveform generators over a local network using natural language, supporting signal generation, modulation, sweep, burst, and arbitrary waveforms.

deepseek-subagent-mcp

Enables AI coding agents like Claude Code or Codex to delegate tasks to a DeepSeek Harness subagent with its own context window, providing tools for task delegation, result waiting, continuation, and supervision with sandboxed execution.

Serpentine3D MCP Server

Enables AI to view the Serpentine3D viewport, create NURBS geometry, and execute commands, integrating AI directly into the modelling workflow.

Discord MCP Server

Enables LLMs to read messages, discover channels, send messages, and monitor Discord communities using web scraping without requiring bot permissions or API tokens.

DB Gateway MCP Server

Gives AI agents direct access to databases across 8 engines with 145+ tools, enabling schema-aware query execution and management through natural language.

ghed-mcp

A Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to the World Health Organization's Global Health Expenditure Database (GHED) — purpose-built for comparative health-financing research.

Companies-House-MCP-Server

MCP server exposing the full UK Companies House Public Data API, enabling natural language queries for company profiles, search, officers, filing history, charges, insolvency, and persons with significant control, as well as downloading and reading PDF documents.

Power BI Skills MCP Server

Enables AI assistants to query Power BI datasets via MCP, automatically anonymizing sensitive data before it reaches the AI, and generating rich HTML reports from natural language questions.

arm-migrate-mcp

Analyzes, plans, and benchmarks LLM workload migration from x86 to Arm64, generating measurable speedups using free GitHub Arm runners.

RAG MCP server

Implements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.

Open-E JovianDSS REST API Documentation MCP Server

Provides access to Open-E JovianDSS REST API documentation for intelligent search, endpoint analysis, and version comparison. It enables developers to integrate and interact with JovianDSS storage services through natural language via the Model Context Protocol.

QGIS 4 MCP Server

Connects AI assistants (Claude, Cursor, etc.) to QGIS 4.x via MCP, enabling natural language-driven GIS workflows through 37+ tools, including data loading, processing, and spatial analysis.

@formegifts/mcp

MCP server for the forme.gifts wishlist app that enables managing wishlists and gifts from Claude Code, Claude Desktop, Cursor, and other MCP clients.