Development Tools

A bridge that adds Model Context Protocol (MCP) tool support to Ollama, allowing any Ollama-compatible client to access local and remote tools through the /api/chat endpoint.

A secure Model Context Protocol server that executes system shell commands within a controlled environment using an explicit allowlist system.

A cross-platform desktop GUI application designed to discover, install, and manage Model Context Protocol (MCP) servers across various AI agents like Claude, Cursor, and GitHub Copilot.

An MCP server that bridges TickTick task management with conversational AI, enabling full CRUD operations on tasks, subtask management, and advanced filtering via the TickTick API.

A comprehensive citation management toolkit that converts DOIs, arXiv IDs, and paper titles into formatted BibTeX, APA, or MLA references across multiple academic databases.

MCP (Model Context Protocol) Server. Integrates with Bitbucket's API to streamline pull request workflows, enabling efficient code reviews and automated PR management.

A TypeScript/JavaScript client library for the CoinGecko API that provides access to comprehensive cryptocurrency market data, including prices, volume, and market cap metrics.

An MCP server that enables LLMs to navigate and interact with the web using a Puppeteer-based Steel browser, featuring visual element identification and screenshot capabilities.

An MCP server that integrates Gemini Cloud Assist APIs to help users understand, manage, and troubleshoot Google Cloud Platform environments through natural language investigations.

Use Puppeteer to browse a webpage and return a high quality Markdown. Use AI vision capabilities to handle cookies, captchas, and other interactive elements automatically.

A specialized MCP server that enables LLMs to explore, navigate, and search OpenAPI specifications. It provides deep introspection into API paths, operation details, request/response schemas, and security definitions directly from JSON or YAML schema files.

MCP (Model Context Protocol) Server. Streamlines web scraper development for e-commerce sites by analyzing website structure, detecting anti-bot protections, and generating Scrapy or Camoufox scrapers through a structured workflow.

A Python-based utility that converts Compiled HTML Help (CHM) files into structured, AI-readable Markdown and builds indexed data for vector database integration.

A backported Model Context Protocol SDK for Java 8, enabling developers to build MCP servers and clients using legacy Java environments and frameworks like Spring Boot 2.x.

Lakevision is a management and observability tool for Apache Iceberg Data Lakehouses, providing deep insights into namespaces, table schemas, partition specs, and snapshots.

A local RAG semantic search engine for AI agents that provides instant, hallucination-free access to codebases and documents through hybrid search and knowledge graph traversal.

A toolset for AI agents to interact with Sanity projects, providing capabilities for GROQ querying, document management, and schema scaffolding across various frameworks.

A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

MCP (Model Context Protocol) Server. Enables creation and editing of PowerPoint presentations with tools for slides, content, tables, charts and AI-generated images via Stable Diffusion

A tool for safe, read-only Kubernetes cluster management that supports CRDs, multi-cluster context switching, and advanced resource discovery across namespaces.

A Go-based MCP server that wraps the OpenAI Codex CLI, enabling AI agents like Claude or Gemini to perform advanced code generation, debugging, and analysis through a structured tool interface.

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

A specialized git interface for ShadowGit that allows AI assistants to analyze fine-grained commit history and manage development sessions through a structured commit workflow.

A production-ready MCP server that leverages Google's Gemini models (Flash and Pro) for high-quality image generation up to 4K resolution with smart model selection and grounding.

Metoro MCP server enables interaction with Kubernetes environments monitored by the Metoro observability platform, allowing users to query telemetry and cluster state via LLMs.

A sophisticated reasoning framework offering 38 specialized operations from mental models to high-stakes debugging protocols and interactive notebooks.

An MCP server for deep analysis of Go performance profiles, enabling AI agents to diagnose CPU bottlenecks, memory leaks, and concurrency issues through structured data and flame graphs.

A tool that enables hot-module-reloading and reactive programming for Python, allowing live code updates without restarting processes or losing application state.

A headless IDA Pro MCP server that enables AI-powered reverse engineering, allowing agents to analyze binaries, disassemble code, and decompile functions directly through IDA.

A robust MATLAB integration for MCP clients that enables executing code, managing workspace variables, exporting figures, and accessing documentation through a persistent session.