Development Tools

A lightweight, ephemeral data sandbox that provides a secure DuckDB environment for AI agents to upload CSVs and execute SQL queries without touching production databases.

The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector search, and configurable diagnostics for complex CI/CD pipelines.

A comprehensive MCP server for controlling Resonite VR worlds, allowing users to manage slots, components, and world objects via WebSocket. It features advanced capabilities for ProtoFlux node manipulation and component property updates.

Generate image and video creatives using Placid.app templates

A comprehensive MCP server that enables full management of Linode cloud infrastructure through AI agents, covering compute, storage, networking, databases, and account administration across over 100 tools.

A stealth browser automation server built on puppeteer-real-browser that bypasses bot detection with human-like interactions, captcha solving, and dynamic selector discovery.

A specialized MCP server that provides expert-level assistance for Cairo and Starknet development, enabling smart contract generation and code optimization through the Cairo Coder API.

A Jenkins CI/CD integration for MCP that allows AI assistants to monitor build statuses, trigger new jobs with parameters, and retrieve console logs.

A comprehensive MCP server providing full control over REAPER DAW via a Lua bridge, supporting track management, MIDI operations, and FX processing through both traditional ReaScript APIs and natural language DSL commands.

A specialized MCP server that bridges AI agents with local Stata installations, enabling automated statistical analysis, data inspection, and graph generation.

Provides extended AI memory by leveraging Gemini's context caching to load and query large codebases, documentation, and PDFs without hitting standard token limits.

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

A toolset for AI assistants to programmatically download web images and perform optimization tasks like resizing and quality adjustment.

A specialized MCP server for Old School RuneScape (OSRS) that provides programmatic access to the official Wiki API and local game data definitions. It enables searching for items, NPCs, objects, and game variables with full pagination support.

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

MockLoop MCP is an AI-native API testing platform providing automated test generation, stateful workflow management, and a revolutionary dual-port mock server architecture for secure, conflict-free testing.

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.

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

AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code execution.

A specialized MCP server that enables AI models to interact with legacy IBM AS/400 and iSeries systems via TN5250, TN3270, and VT420 protocols using YAML-defined screen navigation flows.

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

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

Stop copy-pasting between Claude Chat and Claude Code.

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.

MCP (Model Context Protocol) Server. Provides web search capabilities through Bing and WeChat search engines plus URL content extraction, using browser impersonation and markdown conversion for research tasks and content analysis across general web and Chinese social media platforms.

A specialized MCP server wrapping the bloodyAD tool to provide comprehensive Active Directory enumeration, penetration testing, and object manipulation capabilities through LLMs.

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

A persistent memory system for AI agents that provides semantic search, temporal versioning, and importance-based decay using SQLite and Qdrant integration.

ChatBI is a conversational data analysis server that transforms CSV and Excel files into insights by generating and executing Python code via LLMs, featuring automatic error correction and visualization.

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.