Development Tools

A curated directory of 246 open-source AI projects highlighting their monetization potential, commercial scalability, and integration capabilities for developers and entrepreneurs.

A dynamic MCP server that automatically generates tool definitions from any OpenAPI or Swagger specification, allowing AI agents to interact with third-party APIs through secure request construction.

A comprehensive TypeScript framework for building and debugging MCP servers and agents, featuring built-in UI widgets, a web-based inspector, and hot-reload capabilities.

A specialized MCP server for searching the Facebook Ads Library to analyze competitor strategies, ad creatives, and messaging using ScrapeCreators and Gemini AI.

A local codebase semantic search server that uses Matryoshka Representation Learning (MRL) embeddings and SQLite to help AI assistants find relevant code by meaning instead of just keywords.

A specialized MCP server for Storybook that allows AI agents to read component documentation and interact with UI development workflows.

Enables interaction with Twitter/X data to retrieve user profiles, search tweets, and track engagement metrics. It provides advanced capabilities for monitoring follower events, KOL activity, and accessing deleted tweets.

One API for Search, Crawling, and Sitemaps

A comprehensive MCP server providing a bridge to the Binary Ninja reverse engineering platform, allowing LLMs to decompile code, manage types, rename symbols, and perform deep binary analysis.

A secure Model Context Protocol server for controlled command-line execution, featuring strict whitelisting, path validation, and shell injection protection.

A utility server that fetches web content and converts it to Markdown, and retrieves YouTube transcripts for context-aware conversations.

A specialized MCP server that provides access to Svelte 5 and SvelteKit documentation, featuring live syncing from official sources to provide both raw and AI-optimized content.

A tool for AI agents (like Claude Code and Cursor) to control computer and mobile environments, specifically enabling local or cloud-based Android and desktop automation.

A specialized MCP server that converts Markdown text into interactive mind maps with support for multi-format image exports (PNG, JPG, SVG) and browser previews.

A remote MCP server that provides secure, real-time access to Glean Enterprise Knowledge, allowing AI agents to search company documents, find experts, and interact with organizational data.

A tool that exposes AWS EC2 Spot Instance data via the Model Context Protocol, allowing AI assistants to query real-time placement scores, pricing, and interruption rates.

A Windows-exclusive MCP server that bridges the Model Context Protocol to the Photoshop Python API, allowing AI assistants to programmatically create documents, manage layers, and automate graphic design tasks.

A secure shell execution server that allows Claude to run a configurable whitelist of commands on the host system with stdin support and timeout controls.

A specialized MCP server that connects LLMs to BloodHound's Neo4j database, allowing security professionals to perform Active Directory and Azure AD attack path analysis using natural language.

A comprehensive security and compliance toolkit for AI agents and MCP servers, enabling automated jailbreak testing, prompt injection analysis, and compliance auditing against NIST, HIPAA, and GDPR frameworks.

A comprehensive PostgreSQL management server providing 17 specialized tools for schema design, query execution, performance monitoring, and secure data manipulation.

A robust enterprise-grade registry and gateway for the Model Context Protocol that provides a unified infrastructure to discover, secure, and execute over 4500 MCP tools via a standardized HTTP API.

Packmind centralizes engineering playbooks, coding standards, and best practices into a single source of truth that can be synced across multiple AI coding agents like Copilot, Claude, and Cursor.

A travel planning MCP server that integrates with the Duffel API to search for one-way, round-trip, and multi-city flights with real-time fare comparison and flexible date searches.

A privacy-focused local semantic code search server that uses EmbeddingGemma and FAISS to provide intelligent code exploration and retrieval without cloud-based API costs.

A documentation retrieval server that allows AI agents to search and extract content from mainstream developer framework docs like LangChain, LlamaIndex, and AutoGen using Google Serper search.

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

A content summarization server powered by Google's Gemini 1.5 Pro and 3MinTop that can process web pages, PDFs, EPUBs, and plain text. It helps users quickly understand complex materials through customizable, multi-language summaries.

A lightweight web-based management tool for optimizing Claude Code and Desktop configurations by cleaning chat histories and visually managing MCP server settings.

A tool-aggregation proxy server that centralizes multiple MCP servers into a single endpoint, featuring secure API key management and namespace isolation.