Browse 32,334 community-built MCP servers
A local MCP server for extracting YouTube video transcripts, metadata, and performing visual analysis using Gemini Vision or local Whisper models. It enables users to process video content through various tools for subtitle retrieval and frame analysis.
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
Provides an interactive dashboard within VS Code Copilot to manage Azure Storage accounts, containers, and blobs through a rich UI. It enables users to visualize storage resources, perform CRUD operations, and generate SAS tokens using the Model Context Protocol.
MCP (Model Context Protocol) Server. AI-powered web research orchestration across 25+ search engines and specialized sources with intelligent query routing and response synthesis
What it does: * Portfolio risk profiling (per-asset and portfolio-level) * Target allocation based on risk profile (conservative/moderate/aggressive) * Diversification scoring via HHI index * Sharpe proxy calculation * Concentration risk detection * Rule-based rebalance recommendations
A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.
Enables comprehensive interaction with the Airtable Web API to manage bases, tables, and records. It supports advanced features like batch record operations, CSV import/export, attachment uploads, and webhook management.
A lightweight Node.js MCP server that provides customizable developer identity information via environment variables. It can be easily integrated into AI workflows using npx or Docker.
A robust task management MCP server that enables AI assistants to create, track, and search tasks while generating automated standup reports and project plans.
A template for deploying unauthenticated MCP servers on Cloudflare Workers that can be accessed remotely via SSE from clients like Claude Desktop or the Cloudflare AI Playground.
A specialized MCP server optimized for searching, reading, and analyzing GitLab community forum discussions to assist with CI/CD troubleshooting and support.
Extracts components from Figma designs and transforms them into standardized JSON format for easy consumption by AI models and tools for interface reconstruction.
Provides authenticated access to PostgreSQL databases for Claude AI, enabling users to browse database tables, discover schemas, and execute custom SQL queries through natural language interaction.
A development environment for building and testing ChatGPT Apps that simulates the production window.openai API environment locally. It provides interactive controls for theme switching, viewport simulation, and state testing through a React-based development container.
A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.
An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.
MCP (Model Context Protocol) Server. Provides a bridge to Ethereum Virtual Machine (EVM) compatible blockchains, enabling wallet management, blockchain data queries, and DeFi operations like token transfers and swaps through PancakeSwap integration.
Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.
A Model Context Protocol server that enables interaction with the RunPod REST API through Claude or other MCP-compatible clients for managing pods, endpoints, templates, network volumes, and container registry authentications.
QA STLC Agents — five MCP servers + skills for AI-powered test case, Gherkin, Playwright generation, and Helix-QA file writing against Azure DevOps and Jira Cloud. Full pipeline for both: fetch → test cases → Gherkin → Playwright → Helix-QA. Works with Cl
Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.
Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.
Enables interaction with Cisco NX-OS devices by executing CLI commands via the NX-API interface. It supports concurrent multi-device operations, batch command execution, and provides responses in both text and structured JSON formats.
An intelligent hospital appointment management system that allows users to add doctors/patients, book appointments, and view medical schedules through both a manual UI and an LLM-powered assistant interface.
Provides access to 20+ Kali Linux penetration testing tools including nmap, sqlmap, nikto, and hydra for authorized security testing and vulnerability assessment through a Docker-based MCP interface.
A Model Context Protocol server that enables secure remote tool connections via Google account authentication.
Enables security scanning of codebases through integrated tools for secret detection, SCA, SAST, and DAST vulnerabilities, with AI-powered remediation suggestions based on findings.
A Model Context Protocol server that enables Large Language Models to interact with Binary Ninja for reverse engineering tasks like viewing assembly code, decompiled code, renaming functions, and adding comments.
clickup-mcp
Send, validate, debug webhooks for AI agents