Development Tools

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

An MCP server that enables LLMs to generate Apache ECharts visualizations by providing minimal parameters, rendering charts server-side and returning cloud-hosted image URLs.

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

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

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.

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.

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

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

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

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 zero-configuration job aggregator that allows AI models to search for positions, retrieve detailed job descriptions, and compare market trends across multiple recruitment platforms using natural language.

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.

Core PHP implementation for the Model Context Protocol (MCP) Client

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

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

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

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

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

A comprehensive MCP server suite for automating web browsers and Electron desktop applications with AI-optimized features like auto-snapshots and element references. It supports complete interaction sets, network monitoring, and system-level operations for automated testing and agentic workflows.

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

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 persistent memory server for Claude Code that captures session context and tool outputs to inject relevant history into future sessions. It enables long-term recall through semantic search and automatic context management, allowing for more consistent and context-aware coding interactions.

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.

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 Minimax's AI services to provide image generation and text-to-speech capabilities through a Node.js server, enabling editors to access image-01 and speech-01 models for creating visuals and natural-sounding audio without leaving the editing environment.

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.