Development Tools

A robust integration server connecting GitLab's DevOps lifecycle with Jira's project management. It enables AI agents to manage merge requests, CI/CD pipelines, repository files, and complex Jira ticketing workflows with features like fuzzy matching for sprints and priorities.

A robust CLI command execution server that provides structured shell access with features like timeout management, ANSI code stripping, and cross-platform support for DevOps and system administration.

A remote MCP server for ChromaDB that enables semantic search and vector database operations across multiple devices through a streamable HTTP transport layer.

A high-performance code exploration toolkit optimized for Java, providing structural parsing, batch processing, and annotation-aware context for AI agents.

A comprehensive MCP server for the Sei blockchain providing analytics, transaction history, and asset tracking across EVM and native Sei standards. It uses a unique resource-based interface for self-describing action discovery and execution.

Retrieves real-time npm package documentation by fetching README files from GitHub repositories or package tarballs, ensuring access to the most current API references.

A Model Context Protocol server that enables searching and retrieving structured page content from BookStack knowledge bases with automatic HTML-to-text conversion.

A specialized MCP server that provides comprehensive documentation, API references, and code examples for the Vue Grid Layout library to assist AI-driven development.

A minimal, zero-dependency terminal MCP (Model Context Protocol) client built for coding agents like OpenAI Codex.

A remote MCP server for high-throughput X (Twitter) crawling that exports data to XLSX and uses x402 USDC payments for pay-as-you-go top-ups.

MCP (Model Context Protocol) Server. Integration to analyze web content, extract key information, and build a personalized Markdown-based knowledge base for efficient information retrieval and organization.

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

A specialized toolset for AI agents to perform surgical code editing by finding symbols across repositories and modifying files with line-level precision. It features smart symbol discovery, AI-optimized code reading (stripping comments/normalizing tabs), and intelligent search-and-replace functionality.

A token-optimized YouTube Data API v3 integration for LLMs, providing efficient access to video details, transcripts, channel analytics, and niche outlier discovery.

A Model Context Protocol server that integrates with Pica to provide standardized access to over 100 third-party platforms for action execution and code generation.

A Model Context Protocol server that enables speech-to-text transcription by integrating OpenAI's Whisper API with support for custom languages and optional file output.

A comprehensive MCP server for Jenkins CI/CD orchestration, enabling AI agents to manage jobs, monitor builds, handle artifacts, and execute batch operations with enterprise-grade security and caching.

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

A protocol bridge that allows STDIO-based MCP clients like Claude Desktop to connect to remote, cloud-hosted MCP servers using SSE transport with Bearer token authentication.

MCP (Model Context Protocol) Server. Integrates with OpenWeatherMap API to provide real-time weather conditions, forecasts, air quality information, historical data, location search, and weather alerts for seamless access to accurate weather information during conversations.

A bridge between Zerocracy's project management platform and AI agents, providing actionable management advice and product development progress insights.

MCP (Model Context Protocol) Server. Provides real-time tram arrival estimations and station listings for Zaragoza's public transportation system through the DNDzgz API.

The Axiom MCP server enables AI assistants to query and analyze observability data using the Axiom Processing Language (APL). It streamlines data analysis with features like automatic time-series aggregation and adaptive result shaping.

MCP (Model Context Protocol) Server. Provides a bridge between Aider pair programming tool and AI models, enabling parallel execution of multiple coding tasks with configurable file access permissions and comprehensive error handling.

Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.

MCP (Model Context Protocol) Server. Enables searching and playing music tracks through YouTube Music with automatic browser launching for seamless playback requests.

Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration.

MCP (Model Context Protocol) Server. Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions, classes, variables, and hierarchical relationships at configurable detail levels.

MCP (Model Context Protocol) Server. Integrates with Bazel build systems to enable target building, test running, dependency analysis, and source file identification without requiring command-line syntax knowledge.

MCP (Model Context Protocol) Server. Provides a secure interface for monitoring and managing privileged database access, enabling administrators to review logs, detect security anomalies, and handle workflow requests through QueryPie's Database Access Control system.