Discover Awesome MCP Servers

Plan-MCP

An MCP server that uses Google Gemini AI to analyze requirements, create project plans, review code quality, and provide execution analysis feedback for software development projects.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

Proxell MCP Server

Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomously discover, price, negotiate, and trade digital assets like leads, datasets, and APIs. It provides a comprehensive suite of over 90 tools for managing the full transaction lifecycle, from initial discovery to escrow and settlement.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

MariaDB MCP Server

Enables interaction with MariaDB databases through secure read-only operations. Supports database exploration, schema inspection, and SQL query execution with comprehensive logging and connection pooling.

MCP Tasks Organizer

An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications.

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

BOM-MCP

Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materials database via an MCP server. It enables AI assistants to manage pump models, retrieve assembly components, and analyze BOM summaries including part weights and criticality.

LinkedIn MCP Server

Enables searching and scraping of LinkedIn for structured data on people, companies, and job listings. It allows AI clients to retrieve detailed profiles, experience, and activity sections using browser automation.

Dataverse MCP Server

Enables comprehensive Microsoft Dataverse schema management through the Dataverse Web API, supporting table/column operations, relationships, security roles, and PowerPages integration with enterprise-grade solution-based architecture.

Paper Search MCP

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools compatible with OpenAI Deep Research and ChatGPT connectors.

AIBD Dev Container

Un entorno de contenedor de desarrollo preconfigurado para el desarrollo asistido por IA con Claude, basado en VS Code Dev Containers con un servidor integrado del Protocolo de Contexto de Modelo (MCP) para operaciones del sistema de archivos y de la shell.

BachStudio Excel MCP Server

Enables creation, reading, and manipulation of Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation through multiple transport protocols.

git-mcp-server

Here are a few ways to translate "MCP Server handling GitHub/GitLab integrations" into Spanish, depending on the nuance you want to convey: **Option 1 (Most straightforward):** * **Servidor MCP manejando integraciones de GitHub/GitLab** * This is a direct translation and is perfectly understandable. **Option 2 (More emphasis on "handling"):** * **Servidor MCP gestionando integraciones de GitHub/GitLab** * "Gestionando" (managing) emphasizes the active role of the server in handling the integrations. **Option 3 (Focus on the server's function):** * **Servidor MCP para la gestión de integraciones de GitHub/GitLab** * This translates to "MCP Server for the management of GitHub/GitLab integrations." It highlights the server's purpose. **Option 4 (More formal):** * **Servidor MCP que se encarga de las integraciones de GitHub/GitLab** * This translates to "MCP Server that takes care of GitHub/GitLab integrations." It's a slightly more formal way of expressing the server's role. **Which one is best depends on the context. If you want a simple and clear translation, Option 1 is perfectly fine. If you want to emphasize the server's active role in managing the integrations, Option 2 is a good choice.**

Suricata MCP

An MCP server for validating Suricata rule syntax and testing rules against pcap files to verify alert matching. It automates the testing process by running Suricata and parsing generated alert logs to confirm signature IDs.

MCP Easy Installer

MCP Easy Installer es un servidor MCP robusto con herramientas para buscar, instalar, configurar, reparar y desinstalar servidores MCP.

SO Analyzer MCP

Enables analysis of native Android libraries (SO files) and Flutter applications, including decompilation, function identification, SSL certificate bypass patching, and binary modification through 30+ specialized tools.

LinkedIn Poster

Enables ChatGPT and Claude Desktop to post text content directly to your LinkedIn profile using the official LinkedIn UGC Posts API with OAuth 2.0 authentication.

Canvas MCP Server

Enables AI assistants to interact with Canvas LMS through 25 comprehensive tools. Supports course management, assignments, grades, messaging, calendar events, and file access through natural language.

FDIC BankFind MCP Server

Provides programmatic access to the FDIC BankFind Suite API, enabling users to query public data on FDIC-insured financial institutions, bank failures, and branch locations. It supports advanced filtering for financial reports, demographics, and institutional history without requiring an API key.

Memlord

Self-hosted MCP memory server for personal use and teams

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation platform, enabling flow management and execution through natural language commands.

Carapace MCP Server

A local-first security system for autonomous AI agents that provides tools for security verification, goal anchoring, and action logging. It protects against prompt injection and goal drift by enforcing user-defined rules and offering performance insights through session grading.

Greenhouse MCP

Production-ready MCP server for Greenhouse ATS with 175 tools for recruiting teams — manage candidates, applications, jobs, interviews, and hiring pipelines. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations.

VibeGuard MCP

Enables policy-style auditing of content through the audit_vibe MCP tool to enforce configurable guardrails. Supports both local stdio and serverless Streamable HTTP deployment via Vercel for flexible integration with MCP clients.

moldsim mcp

finds instance, help with spec