Packages

Context Optimizer MCP server providing AI agents with tools to optimize and compress their context window — summarizing long documents, chunking content for efficient retrieval, ranking context by relevance, removing redundant information, and managing token budgets. Helps agents work efficiently within LLM context limits by intelligently compressing and prioritizing what information enters the context.

Dify MCP server enabling AI agents to interact with Dify LLM application platform — executing Dify workflows and chatbot conversations, querying knowledge bases, triggering AI pipelines, and integrating Dify's no-code AI application capabilities into agent-driven AI workflow orchestration and LLM application execution.

Personal MCP server by Lucas Montano (Brazilian tech YouTuber/developer with large following). A showcase and educational MCP server demonstrating MCP server implementation patterns — includes tools for fetching YouTube channel data, displaying developer profile information, and serving as a reference implementation for developers learning to build MCP servers.

OSINT Tools MCP server enabling AI security agents to perform open-source intelligence gathering — querying Shodan for exposed services, VirusTotal for threat indicators, WHOIS lookups, DNS reconnaissance, and integrating multiple OSINT data sources into agent-driven threat research and security assessment workflows.

Drupal MCP server enabling AI agents to interact with Drupal CMS — reading and creating content nodes, managing taxonomy terms, querying content types, handling media, publishing content, and integrating AI-driven content management into Drupal-powered websites and headless CMS workflows via Drupal's REST or JSON:API endpoints.

Official Frame0 MCP server enabling AI agents to interact with Frame0 wireframing and UI prototyping tool — creating wireframe components, managing frames and layouts, generating UI mockups from descriptions, accessing project assets, and integrating AI-driven UI design into agent-driven product design and prototyping workflows.

Interactive Brokers MCP server enabling AI agents to interact with IBKR's brokerage platform — querying account balances and positions, accessing real-time and historical market data, placing and managing orders for stocks, options, futures, and other instruments. Integrates IBKR's Trader Workstation (TWS) or Gateway API into agent-driven trading and portfolio management workflows.

Metabase MCP server enabling AI agents to interact with Metabase — the popular open-source business intelligence and analytics platform. Enables running questions and queries, reading dashboard data, accessing collections and metrics, and integrating Metabase's analytics capabilities into AI-driven business reporting and data exploration workflows.

MCP server integrating OWASP ZAP (Zed Attack Proxy) — the world's most widely used web application security scanner — with AI agents. Enables agents to initiate spider crawls, run active/passive security scans, retrieve vulnerability alerts, analyze web application security posture, and guide DAST (Dynamic Application Security Testing) workflows.

MCP server for Symfony PHP framework development. Enables AI agents to interact with Symfony projects — running Symfony console commands, inspecting routes and services, managing entities, querying the Symfony DI container, running Doctrine migrations, and accessing Symfony debugging tools.

Community MCP server for Attio — a modern, flexible CRM built for go-to-market teams. Enables AI agents to manage contacts, companies, deals, and sales pipelines in Attio — creating tasks, viewing records, and interacting with the CRM through AI-driven sales and relationship management workflows.

GIMP MCP server enabling AI agents to control GIMP (GNU Image Manipulation Program) — applying filters and effects, editing image layers, performing color corrections, resizing and cropping images, running Script-Fu automation, and integrating AI-driven image processing into creative and production workflows. Requires GIMP running locally.

Gemini MCP server enabling AI agents to call Google's Gemini AI models — sending prompts for text generation, image understanding via multimodal input, running Gemini Pro/Flash models for reasoning and analysis, and integrating Google's AI capabilities into agent-driven workflows that benefit from Gemini's unique capabilities.

Official MCP server from Generect (generect org) for their B2B lead generation API. Enables AI agents to search companies, find leads, and access company data for sales prospecting through Generect's live business database. Designed for sales automation and outreach agents needing real-time B2B company intelligence.

MCP server that connects AI assistants to Jupyter notebook environments for real-time notebook management. Provides tools to create, read, execute, and modify notebook cells, manage kernels, browse the Jupyter filesystem, and handle multimodal outputs including images and plots.

Official MCP server from Ludo AI (Ludo-AI org) for AI-powered game asset generation. Enables AI agents to generate game sprites, 3D models, animations, sound effects, music, and voice content through Ludo's game asset generation API — integrating AI-generated game content into development workflows.

Microsoft Teams MCP server enabling AI agents to interact with Microsoft Teams — reading and sending messages in channels and chats, listing teams and channels, managing team members, posting notifications, and integrating Teams communication capabilities into agent-driven enterprise communication, notification, and workflow automation.

MCP server providing PTY (pseudo-terminal) execution capabilities to AI agents. Enables agents to run interactive terminal commands via PTY — supporting programs that require a TTY, handling interactive prompts, and managing long-running terminal sessions. Written in Haskell.

Official MCP server from Partstable (partstable org) for IT hardware parts research. Enables AI agents to normalize part numbers, search hardware component listings, find substitutes and compatible alternatives, and compare IT hardware inventory data — streamlining hardware procurement and compatibility research workflows.

Official MCP server from TakoData (TakoData org) for Tako — a data visualization and querying platform. Enables AI agents to query real-time data and generate charts, graphs, and visualizations by integrating Tako's data engine. Agents can generate on-demand data visualizations without coding chart libraries directly.