Development Tools

An MCP server that enables AI applications to automate Xcode workflows including building projects, executing unit tests, and accessing code coverage or build logs.

A curated directory of hosted and managed MCP servers that provide ready-to-use cloud endpoints for integrating various APIs and services without local setup.

A security-focused utility that enables MCP servers to store and retrieve sensitive credentials using system-native keychain storage across macOS, Windows, and Linux.

A multi-agent security pipeline integrating Google's Agent Development Kit (ADK) with the Model Context Protocol to provide secure SQL queries, threat detection, and PII masking.

A comprehensive OCaml development toolset that integrates with Dune, Merlin, and ocamlformat to provide real-time build monitoring, project analysis, and intelligent file operations.

A specialized MCP server for the Ruchy programming language providing code analysis, evaluation, linting, and transpilation to Rust.

A documentation-focused repository for the OpenSearch project website, featuring automated content management workflows, Jekyll-based site building, and security-focused content modification.

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.

An MCP server that enables AI agents to send transactional emails, manage email templates, and interact with Mailtrap's testing sandbox environment for secure email development.

An MCP server providing tools for Arm architecture development, offering code migration analysis, documentation search, and performance optimization for Arm-based environments.

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

An orchestration MCP server that enables task delegation to specialized AI agents defined in markdown files, supporting multiple execution engines like Cursor, Claude Code, and Gemini CLI.

Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

A tool that integrates with Chrome's DevTools Protocol to enable AI models to remotely control browser tabs, execute JavaScript, capture optimized screenshots, and monitor network traffic.

A Python SDK for implementing MCP-compliant OAuth 2.1 authentication, allowing developers to connect to trusted identity providers with minimal code.

An MCP server plugin for SAP Cloud Application Programming (CAP) that automatically exposes OData services, functions, and actions as AI-accessible resources, tools, and prompts using simple annotations.

A comprehensive MCP server providing advanced video and audio editing capabilities through FFmpeg, including format conversion, trimming, overlays, and complex concatenation with transitions.

A forked version of the official Knowledge Graph Memory Server that uses DuckDB as a backend for high-performance, persistent SQL-based storage and fuzzy search capabilities.

An MCP server for managing markdown documentation with YAML frontmatter, providing tools for precise editing, health checks, and generating LLM-optimized consolidated documentation.

Tool that allows LLMs to safely execute command-line tools, providing a secure bridge between LLMs and operating system commands.

🥷 The FREE, Sovereign alternative to Firecrawl & Tavily. Pure Rust Stealth Scraper + Built-in God-Tier Meta-Search for AI Agents. Bypass Cloudflare & DataDome via HITL. Zero-bloat, ultra-clean LLM data. 99.99% Success Rate. 🦀

MCP (Model Context Protocol) Server. Provides a RESTful API for complete VMware ESXi/vCenter environment management including VM lifecycle operations and real-time performance monitoring through pyVmomi integration

A Rust-based MCP server that provides a bridge to the Containerd CRI interface, allowing for natural language management of containers, images, and pod sandboxes.

A collection of interactive MCP-UI widgets that provide visual components like timers, stopwatches, unit converters, and fact displays directly within supported LLM chat interfaces.

⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S

An MCP server that enables natural language querying and analysis of BloodHound Community Edition data, allowing users to explore Active Directory attack paths and relationships.

MCP (Model Context Protocol) Server. Provides long-term memory capabilities using PostgreSQL with pgvector for efficient semantic search across stored memories, enabling tagging, confidence scoring, and filtering for maintaining context across conversations.

A production-ready MCP server that integrates ScrapeGraph AI's capabilities for advanced AI-powered web scraping, multi-page crawling, and agentic data extraction workflows.

MCP (Model Context Protocol) Server. Integrates with AKShare to provide real-time financial data and analysis tools for Chinese and global markets, enabling stock, fund, bond, futures, forex, and macroeconomic data queries for investment decision support.

Claude Code plugin for vibe coding - adds project memory and smart routing to reduce repetitive prompts