Developer Tools MCP 서버

Relay

Enables Claude to interact with Discord channels by sending prompts and receiving responses.

Lightning Tools

Enables LLMs to interact with lightning addresses and utilize common Lightning Network tools.

MySQL

Enables AI models to interact with MySQL databases through a standardized Model Context Protocol (MCP) interface.

MarkItDown

Converts various file formats to Markdown using the MarkItDown utility.

Code Sandbox

Creates secure code sandbox environments, executes code in Docker containers, and provides robust code execution capabilities for AI applications.

Panasonic MirAIe AC

Enables control of Panasonic MirAIe air conditioning devices through a Model Context Protocol (MCP) server, integrating with conversational AI.

Workspace Qdrant

Provides intelligent project-scoped vector database operations for AI assistants, featuring hybrid search and configurable collection management with scratchbook functionality.

Keyboard Shortcuts

Provides context-aware keyboard shortcuts for various operating systems, desktop environments, and applications through intelligent natural language queries.

Atlassian

Provides a Model Context Protocol server to interact with Atlassian Jira, Confluence, and Bitbucket instances, supporting both Cloud and Data Center deployments.

TLS Cert Chain Resolver

Builds, validates, and inspects TLS certificate chains with an emphasis on memory efficiency and predictable output.

XCOMET

Provides AI agents with the ability to evaluate machine translation quality, offering detailed scores and error detection.

Verifiable Thinking

Enhances large language model reasoning by detecting cognitive traps, providing verification, and compressing context without additional LLM calls.

Gmail Secretary

Enables AI agents to autonomously read, search, triage, and respond to emails with robust IMAP/SMTP and Google Calendar integration.

Firestore

Connects AI assistants directly to Firestore databases for comprehensive data management.

Stock Analysis

Connects Indian stock broker accounts to AI assistants, enabling natural language portfolio analysis and market data retrieval.

Goakt

Provide a resilient, observable, and scalable execution layer for distributed tool calls via a programmatic Go API.

Vala-Fi

Provides comprehensive company relationship data, including suppliers, customers, and competitors, extracted from SEC 10-K filings for integration with AI agents and direct API access.

Dispatch

Orchestrates multi-agent AI for comprehensive code reviews and audits, planning tasks, executing specialist agents in parallel, and delivering prioritized reports.

Siriusec

Provides a unified Model Context Protocol (MCP) gateway for AI systems, deeply integrating with Alibaba Cloud's monitoring and OpenAPI ecosystem.

DiagForge

Transforms reference diagrams into editable assets through an agent-guided automation loop, built on top of Microsoft Visio.