Browse 31,932 community-built MCP servers
A specialized genomic MCP server that interfaces with the evo2 foundation model to generate, score, and analyze DNA sequences using local GPUs, SLURM clusters, or Nvidia NIM cloud APIs.
Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities
RapidChart MCP Server enables developers to generate, update, and manage sophisticated AI-powered diagrams directly from code within Cursor IDE, supporting multiple models like GPT-4 and Claude.
MCP server for transcribing Google Chat voice messages using Groq Whisper API
Enables direct creation and management of educational content on the EuConquisto Composer platform through a 7-step workflow. Supports lesson creation, content validation, and Brazilian education standards compliance
Connect Claude to XERT cycling analytics - access fitness signature (FTP, LTP, HIE), training load, workouts, and activities.
An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.
Provides tools to scrape, extract structured data, and crawl webpages, with access to browser automation agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use for complex web tasks.
WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp
Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.
A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.
Enables AI-powered natural language stock market queries with real-time data from Yahoo Finance and CSV fallback. Uses Google Gemini to interpret queries and automatically fetch stock prices, comparisons, and market summaries.
Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.
UK pest, disease, and weed management — symptom diagnosis, IPM, approved products
A demonstration server implementing the Model Context Protocol (MCP) with both STDIO and Server-Sent Events (SSE) support, featuring a word reversal tool that transforms input text by reversing characters.
A robust MCP server for accessing Dropbox that enables file browsing, metadata retrieval, and intelligent text extraction from PDFs, DOCX, and code files.
Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per request.
Enables intelligent querying of keyboard shortcuts for various operating systems, desktop environments, and applications using natural language. Supports multi-platform shortcuts including system functions, desktop apps like Firefox and VS Code, and CLI tools like tmux and vim.
A powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.
MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.
An MCP server providing programmatic access to a Vertica database instance, supporting both stdio and HTTP transports for integration with LLM clients. It features a dual-stack CI/CD architecture for deploying both the database and the MCP server on AWS using Terraform.
Exposes various Marketstack API endpoints as MCP tools, providing access to financial market data including EOD, intraday, splits, dividends, tickers, exchanges, and other financial information.
A local RAG server that provides sentence window retrieval and document indexing for PDF, Markdown, and Word files using local or OpenAI embeddings.
Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.