Development Tools
Git, Docker, Terminal, and other developer utilities
13,354 servers in this category
RealVest
A professional real estate investment analysis suite providing over 30 calculators for property evaluation, including BRRRR deals, house hacking, Monte Carlo risk simulations, and state-specific assistance programs.
Git Forensics
MCP (Model Context Protocol) Server. Provides deep git repository analysis tools for branch overview, time period examination, and merge recommendations to optimize development workflows.
GitLab Kanban
MCP (Model Context Protocol) Server. Integrates with GitLab's API to enable Kanban-style project management and issue tracking for streamlined software development workflows.
Firelinks
A comprehensive MCP server for managing the Firelinks URL shortening platform, enabling LLMs to create branded links, manage custom domains, and analyze detailed click and traffic metrics.
Prompt Auto-Optimizer
An evolutionary MCP server that automatically optimizes AI prompts through genetic algorithms, multi-objective optimization, and reflection-based failure analysis to improve performance and reliability.
Sidemail
Integrates Sidemail.io features into MCP clients, allowing agents to manage sending domains, contacts, Messenger drafts, and send transactional emails.
Database Connector
MCP (Model Context Protocol) Server. Provides a unified interface for connecting to and interacting with multiple database systems (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server) through consistent tools for connection management, query execution, schema manipulation, and transaction support.
MCP Fixer
A diagnostic and repair tool for Model Context Protocol (MCP) servers that automatically detects, diagnoses, and fixes configuration issues, JSON syntax errors, and dependency problems in Claude Desktop.
Database Lookup Protocol (DLP)
Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.
PrestaShop Documentation
A specialized MCP server providing lightning-fast, offline access to over 1,000 indexed PrestaShop documents, including hooks, development guides, API references, and UI components via a local SQLite FTS5 search index.
Development Tooling
MCP (Model Context Protocol) Server. Integrates with Docker, Git, and development tools to enable software project management, code analysis, and automated workflows across languages and frameworks.
filesift
Local file search for AI agents — semantic + keyword indexing over your codebase.
seo-crawler-mcp
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
ClickHouse
MCP (Model Context Protocol) Server. Integrates with ClickHouse databases to execute read-only SQL queries, list databases, and enumerate tables for fast analytical processing of large datasets.
Lark
A bridge between MCP-compatible LLMs and the Lark/Feishu collaboration platform, enabling employee contact lookup and future messaging capabilities.
LunarCrush
Provides cryptocurrency market intelligence and social sentiment analytics via LunarCrush's real-time API. Supports multiple connection methods including Streamable HTTP, SSE, and stdio for flexible integration.
Consumer Financial Protection Bureau Complaints
MCP (Model Context Protocol) Server. Provides access to the Consumer Financial Protection Bureau's complaint database for searching and retrieving banking and financial service complaints by company, product type, and result size.
Pydantic AI Docs
MCP (Model Context Protocol) Server. Provides direct access to Pydantic-AI documentation with tools for retrieving specific documents, listing topics, and accessing changelog information without leaving your development environment.
Time and Workdays (Timor API)
A Node.js-based MCP server that provides precise current time retrieval and Chinese holiday/workday calculations by integrating with the Timor and NateScarlet APIs.
Java Conferences
MCP (Model Context Protocol) Server. Provides access to Java conference information by parsing GitHub-hosted markdown files, enabling filtering by year to discover upcoming events, track CFP deadlines, and find conferences in specific locations.
Allabolag (Swedish Company Registry)
MCP (Model Context Protocol) Server. Provides a bridge to the Swedish company registry database for searching companies by name or location and retrieving detailed business information including revenue, employee count, and industry classification.
DIDLogic VoIP
MCP (Model Context Protocol) Server. Provides a natural language interface to DIDLogic telecommunications API for managing SIP accounts, phone numbers, call history, and billing information through specialized VoIP administration tools.
System Information
A comprehensive system monitoring tool that provides real-time access to CPU, memory, disk, network, and process metrics through a standardized MCP interface.
Trackio
A specialized MCP server that monkey-patches Gradio and trackio to expose machine learning experiment tracking data, metrics, and project statistics to AI agents via the Model Context Protocol.
Flashduty
A comprehensive MCP server for Flashduty incident management, enabling automated workflows for creating, tracking, and resolving incidents across teams and collaboration channels.
YouTube Translate
MCP (Model Context Protocol) Server. Enables access to YouTube video transcripts, translations, summaries, and subtitle generation through a simple API interface for research, content analysis, and multilingual video accessibility workflows.
Star Wars API
MCP (Model Context Protocol) Server. Provides access to the Star Wars API for retrieving and paginating through planet information from the Star Wars universe.
Polyglot Translation
MCP (Model Context Protocol) Server. Provides translation services between six languages (Arabic, Chinese, English, French, Russian, and Spanish) with domain-specific context for legal, medical, and general use cases, plus formality controls for professional document translation and cross-cultural communication.
Standards
A specialized MCP server that automatically learns and persists user project preferences and coding standards across sessions using AgentDB vector memory.
Quantalogic Markdown Editor
A robust MCP server for thread-safe, structured editing of Markdown documents. It enables precise section-level operations like inserting, updating, and moving content with atomic transactions and validation.