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AaronVick/ECHO_RIFT_MCP

📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer.

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MCP ServerDeveloper Tools
3 dirs

abrinsmead/mindpilot-mcp

📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

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MCP ServerDeveloper Tools
753 dirs

admica/FileScopeMCP

🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

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MCP ServerDeveloper Tools
2823 dirs

alimo7amed93/webhook-tester-mcp

🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.

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MCP ServerDeveloper Tools
83 dirs

ambar/simctl-mcp

📇 🏠 🍎 A MCP server implementation for iOS Simulator control.

MCP ServerDeveloper Tools
193 dirs

api7/apisix-mcp

oil-oil

🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

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MCP ServerDeveloper Tools
343 dirs

arvindand/maven-tools-mcp

☕ ☁️ 🏠 🍎 🪟 🐧 - Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.

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MCP ServerDeveloper Tools
163 dirs

bitrise-io/bitrise-mcp

🎖️ 🐍 ☁️ 🍎 🪟 🐧 - MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.

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MCP ServerDeveloper Tools
363 dirs

ckanthony/gin-mcp

🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.

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MCP ServerDeveloper Tools
713 dirs

PatrickSys/codebase-context

PatrickSys

[glama](https://glama.ai/mcp/servers/@PatrickSys/codebase-context) 📇 🏠 🍎 🪟 🐧 - Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.

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MCP Serverdevtools
533 dirs

context-rot-detection

milos-product-maker

📇 🏠 - Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.

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MCP ServerDeveloper Tools
33 dirs

dorukardahan/twitterapi-docs-mcp

📇 🏠 - Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs.

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MCP ServerDeveloper Tools
13 dirs

efremidze/swift-patterns-mcp

efremidze

📇 🏠 🍎 🪟 🐧 - An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

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MCP ServerDeveloper Tools
83 dirs

eyaltoledano/claude-task-master

📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.

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MCP ServerDeveloper Tools
26K3 dirs

freema/mcp-design-system-extractor

freema

📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

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MCP ServerDeveloper Tools
643 dirs

hechtcarmel/jetbrains-index-mcp-plugin

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).

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MCP ServerDeveloper Tools
1133 dirs

hloiseaufcms/mcp-gopls

🏎️ 🏠 - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

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MCP ServerDeveloper Tools
733 dirs

hoklims/stacksfinder-mcp

📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).

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MCP ServerDeveloper Tools
73 dirs

hyperb1iss/droidmind

🐍 🏠 - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

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MCP ServerDeveloper Tools
3613 dirs

InhiblabCore/mcp-image-compression

NelsonYong

🐍 🏠 - MCP server for local compression of various image formats.

MCP ServerDeveloper Tools
313 dirs