Apache 2.0
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"Enhancing AI for Coding" matching MCP servers:
- AlicenseAqualityCmaintenanceStop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.Last updated51533Functional Source , Version 1.1, ALv2 Future
- AlicenseAqualityAmaintenanceMulti-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)Last updated2493868MIT
- AlicenseAqualityBmaintenanceAudits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.Last updated41MIT
- AlicenseAqualityDmaintenanceMCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.Last updated51216MIT
- FlicenseAqualityDmaintenanceGamifies your development environment with authentic Quake 3 Arena achievement sounds and dual voice announcers. Triggers motivational audio feedback for coding milestones like streaks, perfect implementations, and team events with customizable volume and voice pack controls.Last updated10
- AlicenseAqualityAmaintenanceEnables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.Last updated116MIT
- AlicenseAqualityBmaintenanceModel Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.Last updated1MIT
- AlicenseAqualityAmaintenanceISO 42001 AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated102MIT
- FlicenseAqualityDmaintenanceFetches and analyzes website content to provide business context to AI agents, designed for Voice AI in GoHighLevel.Last updated1
winston-ai-mcpofficial
AlicenseAqualityCmaintenanceMCP server for Winston AI's detection tools, enabling AI content detection, plagiarism checking, image analysis, and text comparison.Last updated4648MIT- AlicenseAqualityAmaintenanceProvides persistent, searchable memory across AI coding agent and chat history (Claude Code, Codex, Gemini CLI, ChatGPT, and more) via retrieval-augmented generation, enabling semantic and hybrid search to retain context across sessions.Last updated55MIT
- AlicenseAqualityAmaintenanceEU AI Act Compliance - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated112MIT
- AlicenseAqualityBmaintenanceCheck whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). Returns a 0-100 readiness score, a grade, and a specific fix for each gap. Dependency-free, no API keys.Last updated24MIT
- AlicenseAqualityBmaintenanceDynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).Last updated372MIT
- AlicenseAqualityCmaintenanceProvides persistent session memory for AI assistants, enabling them to store, search, and retrieve conversation summaries across sessions via the Model Context Protocol.Last updated10MIT
- AlicenseAqualityBmaintenanceTurns AI coding agents into visual creative assistants by providing a curated prompt gallery, prompt enhancement, and image/video generation via LemGen, with free inspiration tools and optional token-based generation.Last updated81MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.Last updated15Apache 2.0
- AlicenseAqualityDmaintenanceImplementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.Last updated203988MIT
easydeploy-ai-mcpofficial
AlicenseAqualityBmaintenanceA Model Context Protocol (MCP) server that exposes the EasyDeploy public REST API as tools for Claude, Cursor, Claude Code, and other MCP clients.Last updated24MIT