Development Tools

A Model Context Protocol (MCP) server that provides a comprehensive set of mathematical operations and functions.

Provides a unified registry for discovering and managing agents that implement the A2A (Agent-to-Agent) protocol, enabling registration, querying, and CRUD operations on agent metadata through both REST API and MCP tools.

Provides secure, read-only access to Google Keep notes and lists, enabling AI assistants to search, retrieve, and view your Keep data without modification capabilities.

Provides real-time weather data from Open-Meteo API and enables creating and retrieving notes stored locally in JSON format.

Enables parallel tagging and classification of CSV data using multiple LLM providers with structured output, confidence scores, and optional reasoning for batch classification tasks.

An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown for analysis and processing. It supports document conversion via local file paths or Base64 content across various MCP-compatible clients.

Provides advanced web scraping with HTTP client, smart content extraction to Markdown, browser automation via Playwright, screenshot/PDF generation, and Docker sandbox execution environments.

Provides project-specific context and development templates for Cangjie/ArkTS projects, including modular design documents, FFI summaries, and code generation tools to assist with IDE-based development workflows.

An MCP server that enables AI agents to control a real Google Chrome instance using specific user profiles, cookies, and extensions. It provides 18 tools for browser navigation, element interaction, and page inspection via the Chrome DevTools Protocol.

Provides structured project management through phase-based workflows, enabling planning, execution tracking, compliance checking, and automated documentation for software development projects.

Enables programmatic control over tmux terminal sessions for SSH access, command execution, and terminal automation. Supports creating sessions, sending commands, capturing output, and managing multiple panes for interactive debugging and monitoring.

Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt, and SSI, including real-time stock prices, market news from CafeF, technical analysis (Doji patterns), and comprehensive stock listings.

Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.

An enterprise infrastructure layer for the Model Context Protocol that provides authentication, RBAC, audit logging, and rate limiting for tool calls. It acts as a secure proxy between AI agents and MCP servers to ensure security and compliance in production environments.

A modular and extensible tool server built on FastMCP that supports multiple tools organized across files and communicates via MCP protocol.

Provides comprehensive access to the UCSC Genome Browser API, enabling queries of genomic data, DNA sequences, gene annotations, variants, and metadata across multiple species and assemblies.

Provides LLMs with current date and time information across any timezone, with configurable defaults and support for IANA timezone identifiers.

Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.

Enables asynchronous transcription of long audio and video files using Deepgram's Speech-to-Text API with features like speaker diarization, sentiment analysis, topic detection, and summarization without timeout issues.

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

Provides AI assistants with accurate current date and day of week information through simple tools for retrieving ISO-formatted dates and day names.

A server implementation of the Model Context Protocol that allows users to extend Claude's capabilities by creating custom tools that can be used within the Claude Desktop client.

Intelligently generates cost estimates and lead times for manufacturing RFPs by parsing requests, matching against historical quotes, and calculating activity-based costs with confidence scoring and human approval workflows.

Provides read-only access to MySQL databases with automatic schema discovery and secure query execution. Enables users to explore database structure and execute SELECT queries through natural language interactions.

A universal MCP aggregator that consolidates multiple external MCP servers into a unified interface using a meta-tool architecture to reduce token consumption and context window overhead.

A specialized MCP server for Odoo.sh development that uses SSH to provide full Git workflow automation, file management, and Odoo shell execution for building custom ERP modules.

Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

Enables managing school attendance records and interacting with GitHub repositories, including committing files, fetching repository information, and marking student attendance status through natural language.