Development Tools

A comprehensive MCP server for SAP Integration Suite that enables managing Cloud Integration artifacts and Trading Partner Management (TPM) content. It allows AI models to design, deploy, and monitor integration flows, message mappings, and B2B trading relationships through detailed API interactions.

A robust MCP server for bridging Android Debug Bridge (ADB) with AI clients, allowing natural language control over Android device management, package operations, and file transfer.

Farnsworth gives Claude persistent memory and autonomous agent capabilities. It runs locally and provides Hierarchical Memory (Working -> Episodic -> Archival), a Multi-Model Swarm (combining Ollama models for better reasoning), and specialized agents for Web Browsing, Vision (CLIP), and Voice (Whis

An MCP server for single-cell transcriptomics (scRNA-Seq) analysis that provides both a stable tool-based mode for standard workflows and a Jupyter-powered code mode for flexible Python execution.

A Model Context Protocol server that provides a standardized interface for managing HashiCorp Consul, including service registration, health checks, and Key-Value store operations.

MCP (Model Context Protocol) Server. Enables AI control of 3D models in SketchUp through a WebSocket-based system that provides tools for creating, transforming, and modifying components, applying materials, performing boolean operations, and executing Ruby code directly in the modeling environment.

A comprehensive developer toolkit for Cursor and other MCP clients providing 24 specialized tools for code quality analysis, generation, and project management.

A semantic search engine for codebases that uses Google Gemini embeddings and Qdrant vector storage to provide intelligent code discovery and visualization.

A TypeScript-based MCP server that enables natural language control over Docker containers, including operations, monitoring, and resource management.

MCP (Model Context Protocol) Server. Enables AI to capture screenshots of computer screens for analyzing visual interfaces, debugging, or assisting with web development tasks without manual image uploads.

MCP (Model Context Protocol) Server. Provides codebase analysis through OpenRouter's API integration, offering code quality assessment, security vulnerability scanning with OWASP Top 10 mapping and CVE database integration, performance profiling, and automated fix suggestions for JavaScript/TypeScript projects.

A bridge that connects Claude Desktop to LM Studio, enabling Claude to list local models, generate text, and perform chat completions using locally hosted LLMs.

MCP (Model Context Protocol) Server. Enables AI to manage Kubernetes clusters through a comprehensive set of tools for contexts, namespaces, pods, deployments, services, and other resources with optimized performance and context-aware operations.

A tool for exploring and interacting with Swagger/OpenAPI specifications, enabling LLMs to discover endpoints, access documentation, and generate natural language summaries for API integrations.

ExpoSnap is an MCP server that enables AI assistants to capture and analyze screenshots from React Native and Expo applications during development. It integrates with IDEs like Claude, Cursor, and VS Code through a wrapper component to facilitate AI-powered mobile UI debugging and creation.

A comprehensive MCP server for IPLocate.io providing detailed IP address intelligence including geolocation, network ASN data, VPN/proxy detection, and abuse contact information.

MCP (Model Context Protocol) Server. Provides web search and advanced research capabilities with specialized tools for browsing, document analysis, media processing, and archive searching to gather information from diverse sources.

Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered CEQRC workflows (Capture→Explain→Question→Refine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web UI, MCP). Perfect for researchers, students, and knowledge workers.

A privacy-respecting search server that integrates SearXNG with AI agents, allowing for advanced web searches across multiple engines and categories without tracking.

MCP (Model Context Protocol) Server. Integrates with Amazon DynamoDB to enable natural language-based table management, capacity adjustment, and data operations while maintaining safeguards against accidental deletions.

MCP (Model Context Protocol) Server. Transforms complex codebases into structured summaries optimized for language models, enabling better code understanding for analysis, documentation, and technical assistance workflows.

MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

MCP (Model Context Protocol) Server. Integrates with the Chinese Railway (12306) system to provide train schedules, ticket availability, and travel planning information for transportation logistics within China.

MCP (Model Context Protocol) Server. Bridges AI models with the WorkOS API for enterprise-grade user management, organization control, and identity services through a clean interface that handles authentication and API complexity.

A specialized MCP server providing access to Kolada, Sweden's comprehensive municipal and regional statistics database, featuring semantic search and comparative analysis tools.

A specialized MCP server that bridges AI systems with the Sonic Pi music programming environment, allowing for the generation and control of musical compositions via Ruby code.

Test, evaluate, and optimize AI agents and RAG apps

MCP (Model Context Protocol) Server. Provides secure, isolated Python code execution environments with modular architecture for running untrusted code, testing solutions, generating visualizations, and performing file operations through multiple backend options including E2B and Firecracker microVMs.

MCP (Model Context Protocol) Server. Integrates with Kakao Maps API to provide location-based services including geolocation, address lookup, and map functionality for conversational interfaces

An MCP server that fetches GitHub issue details and transforms them into structured task descriptions for LLM workflows, supporting public repositories without authentication.