Collection of specialized servers for dice rolling, price checking, notifications, and Lowe's-specific integrations with GitHub, Redis, PostgreSQL, and Google Maps, extending AI capabilities through containerized Python and TypeScript implementations.

Integrates with the GitHub API to provide file browsing, content retrieval, and directory navigation capabilities for analyzing and accessing repository contents.

Automatically organizes files by categorizing them based on extensions while preserving project structures for efficient directory management and backup preparation.

Integrates with software documentation sources to process, index, and retrieve technical content for enhanced code assistance and API exploration.

Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories.

Integrates with Git to enable version control operations, repository management, and change tracking for collaborative development environments.

Integrates with Langfuse to enable dynamic prompt management, version control, and retrieval for AI applications

Integrates FFmpeg for video editing operations, enabling tasks like trimming, merging, and format conversion through natural language commands.

Integrates with GitHub Projects V2 to enable natural language management of project boards, issues, milestones, and sprints.

Enables AI-driven cryptocurrency trading on Uniswap across multiple blockchains, providing tools for price quotes, optimal routing, and transaction management for automated trading strategies.

Rust-based server that provides a fetch tool for retrieving content from URLs, enabling access to web documentation, online resources, and specific website information during conversations.

Enables web search capabilities through DuckDuckGo, retrieving search results with titles, URLs, and snippets while offering optional content fetching with HTML-to-markdown conversion for real-time internet information access.

Converts diverse file formats to Markdown using MarkItDown utility, enabling unified text-based workflows for content migration, documentation, and analysis.

Provides Git operations for local repositories, enabling repository management, tag handling, and repository refreshing without direct shell access.

Integrates with open source projects to analyze codebases, detect patterns, and generate intelligent merge strategies for streamlined integration and refactoring.

Provides cryptographic operations including encryption, decryption, hashing, and digital signatures using the PyCryptodome library for secure data handling in applications.

Enables natural language search for Dart and Flutter packages on pub.dev, providing detailed package information, scores, and metrics through conversational queries.

Integrates with GitHub's API to retrieve and format pull request activity as structured XML output for performance reviews, eliminating manual searching through repository history.

Provides read-only access to Ontotext GraphDB repositories, enabling exploration of RDF graphs through SPARQL queries and structured views of repository data including class lists, predicates, statistics, and sample data.

Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.

Enables robust Bitbucket repository management by providing comprehensive API integration for repository creation, file manipulation, issue tracking, and branch management with advanced error handling and permission controls.

Web scraping server that fetches and processes web content with robust features like robots.txt compliance, LRU caching, and markdown conversion, supporting both autonomous and manual content retrieval modes.

Integrates with weather data services to provide real-time conditions and forecasts through an asyncio-powered Python server with automated CI/CD workflows.

MCPunk provides tools for performing Roaming RAG

Integrates GitHub repositories with Cursor IDE, enabling direct access and interaction with GitHub content within the editor using only a Personal Access Token for authentication.

Provides a lightweight, asynchronous Python server for connecting AI models with external services through a simple, deployable foundation built on asyncio.

Provides direct access to Jotai documentation resources, including the main README and curated tips, for developers working with this state management library

Synthesizes insights from multiple AI sources to provide enhanced coding assistance with automatic language detection and git-aware context gathering.

Integrates with Signaturit API to enable electronic signature management, including creation, tracking, and workflow automation for digital document signing processes.

Enables direct creation, editing, and formatting of Korean documents in Hangul Word Processor (HWP) format through Python or Node.js interfaces that control the HWP COM interface.

Transforms natural language descriptions into parametric 3D models through a pipeline of image generation, object segmentation, 3D modeling, and OpenSCAD code conversion for customizable 3D printing.

Bridges to the JFrog Platform, enabling interaction with Artifactory repositories, builds, security scanning, and release management for streamlined DevOps workflows.

Integrates with GitHub repositories to enable repository searching, issue management, and pull request handling through authenticated API endpoints that format data for easy access within conversations.

Integrates with the markitdown library to convert various document formats including PDF, Word, and HTML to standardized Markdown, enabling efficient document processing and format unification.

Integrates Home Assistant with language models to enable natural language control and querying of smart home devices.

Integrates with GitHub, Brave Search, and local filesystems to enable repository management, web searches, and file operations for code analysis, research, and document handling tasks.

Provides a pluggable knowledge graph memory server for flexible storage and retrieval within compatible systems, offering enhanced customization through TypeScript-based architecture.

Exposes local filesystem as resources to Claude, enabling real-time browsing, reading, and monitoring of files with automatic change detection and .gitignore pattern respect.

Provides a searchable repository of AI prompts with fuzzy matching capabilities for quick retrieval based on specific rules or search criteria.

Integrates with Azure DevOps to automate project creation and infrastructure setup through FastAPI, eliminating the need for manual portal interaction.

Enables image processing and analysis by extracting images from URLs or base64 data, with features for resizing, format conversion, and secure domain filtering.

Integrates with PTC MathCAD Prime through the MathcadPy library, enabling worksheet management, input/output manipulation, and calculation control for engineering and scientific workflows.

Provides security analysis for Solana Anchor programs by exposing tools that check smart contracts against Fender security vulnerabilities directly within development environments.

Integrates with OpenAI's API and local sound playback to convert text into audible speech, enabling voice output for various applications.

Provides a unified interface for network reconnaissance with parallel execution of OSINT tools including WHOIS, Nmap, DNS lookups, and typosquatting detection for security researchers and network administrators.

Integrates with GitHub's Pull Request API to extract diff content, enabling automated code review and analysis workflows.

Provides specialized backup and restoration for code editing tools, creating timestamped snapshots with contextual metadata that preserve both file content and agent reasoning for quick recovery from risky edits.

Enhances Supabase integration with improved error handling, SQL processing, and response formatting for natural language database interactions and real-time query validation in the Windsurf ecosystem.