Discover MCP Servers

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Manifest-driven engine that scaffolds MCP servers from one mcp.yaml, plus a runtime hub serving tools from every registered bot through a single endpoint.

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Unified MCP server: hybrid search + code graph + semantic memory. 10 tools, <350MB RAM, fully local. No API keys.

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Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Hermes

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Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

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MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

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Turn your database into secure, semantically rich MCP tools for agents.

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A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

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MCP Server for running Bruno Collections

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Backend-as-a-service for agents building full-stack apps: auth, PostgreSQL database, storage and functions.

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A high-performance image compression microservice based on MCP (Modal Context Protocol)

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ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.

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MCP server for Zuul CI - debug build failures, search logs, manage pipelines, and monitor jobs from Claude, Cursor, or any MCP client