Delivers up-to-date library docs and code examples directly into prompts for accurate, modern coding assistance.

Fast, extensible data validation using Python type hints with parsing, conversion, and robust schema support.

Unified AI tool integration router enabling scalable, secure tool usage with progressive discovery and enterprise OAuth.

Two-way bridge enabling Claude AI to manipulate QGIS projects, layers, processing, and Python code execution through a socket-based integration.

Free, open-source remote documentation hub that exposes GitHub project docs and code to AI tools in real time, delivering up-to-date, accurate guidance.

Stealth/OAuth Slack integration with multi-transport support, DM/GM access, smart history, and safe posting controls.

Flexible content fetch server retrieves HTML, JSON, Markdown, or plain text with headers, chunked retrieval, and format conversion.

Advanced MCP implementation integrating Firecrawl for dynamic rendering, PDF extraction, and scalable batch processing.

AI-powered local file editor and terminal automation with in-memory code execution, SSH access, and persistent auditing—unique for Claude Desktop workflows.

Converts Markdown into interactive mind maps with live preview, multi-format exports, and quick Markdown copy for dynamic visuals.

Fast, open-source code scanning server using Semgrep rules to detect vulnerabilities and enforce standards across languages.

Deprecated integration enabling LLMs to manage Linear issues via create, search, update, and comments.

NL-based control of Docker across engines for deploying containers, inspecting state, and managing volumes, images, and networks.

Open-source, symbol-aware tooling that speeds up intelligent code navigation and edits.

Paragon ActionKit-driven integration surface enabling 130+ SaaS connections with secure OAuth, setup portal, and optional custom actions.

Lightweight tool to provision and manage model context ecosystems securely in containers with auto-configuration and Kubernetes support.

TypeScript bridge enabling Claude, Perplexity, and PyroPrompts to work with OpenAI-style chat APIs through a single tool.

Vizro-MCP accelerates AI-assisted dashboard creation with guided templates, low-code configuration, and production-ready visuals, uniquely tailored for Vizro charts and multi-page apps.

Turns Make scenarios into callable tools for AI assistants by exposing parameterized inputs and returning structured outputs.

Docker-based platform enabling Computer-Use Agents to automate Windows, Linux, and macOS VMs via a consistent API and local/cloud deployment.

A Python-based tool leveraging SQLGlot to analyze, lint, and translate SQL across dialects with robust error handling.

Local bridge that wraps GitKraken APIs and connects Jira, GitHub, GitLab, enabling AI-powered workflows and cross-provider automation from the CLI.

Deploy HTML content and folders to EdgeOne Pages with instant public URLs, edge functions, and fast edge storage.

Open-source Convex component enabling LLMs to access a strongly consistent data layer via typed APIs and real-time queries.