Discover MCP Servers

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A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol.

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Proof and repair for Apple coding agents. Validate Swift, run Xcode evidence, repair failures, and generate inspectable Apple-native capabilities.

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Find the AI tells in your prose. Deterministic, local, runs in CI. MCP server + CLI + Action.

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A context engineer MCP for your AI agents. Stops agents from writing code with outdated instructions.

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Stateful, structured, safe command execution for AI agents - over local shells, SSH, and Docker.

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W3C HTML/CSS Validator and Technical SEO Audit MCP Server. Part of the DigestSEO (https://digestseo.com) suite.

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Context is inventory. Know when to restock.

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Show an AI coding assistant only the code that matters for the change it's making. Measures whether it actually works on your repo.

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Project-aware, read-only Nacos MCP server for Spring Cloud repos: auto-discovers every environment from your application/bootstrap configs. 面向 Spring Cloud 项目的零配置只读 Nacos MCP server

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MCP server for NowSecure Platform: pull remediation findings and generate clean PDF reports, bypassing the broken UI report renderer.

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Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server

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Fault injection and reliability scoring for MCP servers