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Development Tools

Git, Docker, Terminal, and other developer utilities

13,354 servers in this category

Apifox

3

A Model Context Protocol server that bridges Apifox API documentation with LLMs, allowing tools like Cursor to access and implement business logic based on API specifications.

EPICS Process Variable Bridge

3

MCP (Model Context Protocol) Server. Provides a bridge between AI and EPICS process variables, enabling real-time monitoring and control of industrial systems through tools for getting, setting, and retrieving detailed information about hardware systems.

3 tools

vite-mcp

Failed
3

A Vite plugin that exposes browser development environments to AI agents via MCP, providing real-time access to console logs, cookies, storage, and component trees.

1 tool

mcp-factcheck

3

A technical validation server that ensures code and documentation accurately follow the Model Context Protocol (MCP) specification using semantic search and AI.

4 tools

BitNet-VSCode-Extension

3

An extension for running BitNet in VSCode via Model Context Provider endpoints.

Expo Android MCP

Needs Setup
3

A toolset for automating Android emulators and devices through ADB, allowing for UI inspection, interaction testing, and device management.

16 tools

@maxenlin/mcp-zentao-11-3

Validated
3

A specialized MCP server for Zentao 11.3 Legacy, using the Session API to manage tasks, bugs, stories, and test cases with integrated AI features for coding assistance and project analysis.

43 tools

Playwright-MCP

3

A lightweight MCP server providing browser automation via Playwright, enabling LLMs to interact with web pages using accessibility trees and structured snapshots rather than vision models.

12 tools

JIRA

3

A JIRA MCP server providing complete issue management including retrieval, JQL searching, creation, updates, and status transitions through JIRA's REST API v2.

6 tools

ai-image-gen-mcp

3

Scalable MCP backend optimized for Claude Code and Claude Desktop — secure, low-latency, plug-and-play.

1 tool

n2n-memory

3

MCP Server for AI memory isolation. Project-local knowledge graph for Claude, Cursor, Windsurf, Antigravity, Augment, Roo Code and more. Privacy-first, Git-friendly.

8 tools

jooq-mcp

3

A Spring Boot-powered MCP server that provides AI models with comprehensive access to jOOQ documentation, including SQL examples, DSL references, and database support information.

6 tools

docker-swarm-mcp

3

MCP server for Docker Swarm orchestration using FastAPI and Docker SDK

16 tools

NexusMind

3

MCP (Model Context Protocol) Server. Scientific reasoning server that processes complex queries through an eight-stage Graph-of-Thoughts approach, maintaining a multi-layer graph structure with confidence vectors that quantify certainty across multiple dimensions.

1 tool

repo-graphrag-mcp

3

An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph from code and docs, for Q&A and implementation planning.

3 tools

mcp-ecu

3

A virtual CAN and OBD-II interface that surfaces vehicle sensor data to LLMs via an MCP server. It simulates ECUs, decodes messages using DBC files, and provides tools for hardware-free automotive diagnostics prototyping.

5 tools

Firecrawl

3

MCP (Model Context Protocol) Server. Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown content from URLs and web search queries that return structured results.

Mindbody MCP Server

3

A comprehensive MCP server providing full access to the Mindbody API for automating wellness studio management, including scheduling, client tracking, and payment processing.

37 tools

Gemini Image Generation

3

An MCP server that enables image generation via Google's Gemini 2.0 Flash experimental model, providing direct base64-encoded outputs within MCP-compatible clients.

1 tool

Kubernetes Tools

3

A robust MCP server for monitoring and diagnosing Kubernetes clusters using strongly-typed read-only tools that mimic kubectl commands. It enables AI agents to check pod statuses, retrieve logs, and view cluster resources without destructive actions.

17 tools

Android Build

3

A toolset for Android developers that automates building, unit testing, and running instrumented tests within AI-powered IDE extensions.

3 tools

civo-mcp

3

A comprehensive MCP server for managing Civo cloud infrastructure, enabling direct control over instances, networks, and Kubernetes clusters through the Civo API.

19 tools

mcp-debugpy

3

MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol

6 tools

Jina Web Search

3

A Jina AI-powered MCP server that enables AI models to perform semantic web searches and extract clean content from URLs for research and analysis.

2 tools

alex-llm-attack-mcp-server

3

A specialized MCP server for accessing the MITRE ATT&CK knowledge base, allowing users to query adversarial tactics, techniques, mitigations, and detection methods.

6 tools

botrun-google-slides-mcp

3

MCP server for Google Slides integration with service account authentication

6 tools

fastmcp-builder

3

A comprehensive Claude Code skill for building production-ready MCP servers using FastMCP. Includes reference guides, runnable examples, and a complete implementation with OAuth, testing, and best practices.

7 tools

Shell

3

A Model Context Protocol server that facilitates secure shell command execution, allowing LLMs to perform system diagnostics, file manipulation, and automation directly on a host system.

1 tool

LinkedIn Scraper

3

A LinkedIn profile scraper that uses Selenium to extract detailed work history, education, and contact data with built-in anti-detection and manual credential authentication.

1 tool

mcp-low-level-server-streamable-http

3

A TypeScript-based MCP server demonstrating low-level server components and streamable HTTP for managing and summarizing text-based notes.

1 tool