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maintenancePath-scoped team memories, rules and skills for AI coding agents.
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Agent Orchestration
Platforms and tools specifically designed to support AI agents with web browsing capabilities, cloud infrastructure, and performance optimization for AI operations.
MCP ServersBrowse all →
- AlicenseAqualityBmaintenancehe industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 Blueprint principles, clusters, curated implementation examples, and application guides. 13 public tools require no credentials.Last updated10242MIT
Playwright MCP Serverofficial
AlicenseBqualityAmaintenanceA Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.Last updated24234,836,68633,150- AlicenseAqualityCmaintenanceA high-performance browser automation MCP server that provides AI agents with a fast, persistent Chromium instance via Playwright. It features reference-based element interaction, snapshot diffing, and manual handoff capabilities to handle complex tasks like CAPTCHAs.Last updated4612331MIT
- AlicenseBqualityAmaintenanceA universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.Last updated1054MIT
- AlicenseAqualityAmaintenanceAgent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.Last updated2235MIT
IoTDB MCP Serverofficial
AlicenseBqualityCmaintenanceA server that enables running SQL queries against IoTDB databases, providing data reading capabilities and schema information through a Model Context Protocol interface.Last updated438Apache 2.0- AlicenseBqualityCmaintenanceAn MCP server for connecting agentic systems to search systems via searXNG.Last updated41118MIT
- AlicenseAqualityAmaintenanceEnables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.Last updated87,838611Apache 2.0
RelayPlaneofficial
AlicenseAqualityDmaintenanceEnables efficient AI workflow orchestration by chaining multi-step LLM operations while keeping intermediate results out of the context window, reducing token usage by 90%+ and supporting multiple AI providers.Last updated715MIT
HiveFlow MCP Serverofficial
AlicenseBqualityCmaintenanceConnects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automation platform, allowing them to create, manage, and execute automation flows through natural language commands.Last updated974MIT- AlicenseAqualityAmaintenanceA Discord Model Context Protocol server that enables AI assistants to interact with Discord, providing functionality for sending messages, managing channels, handling forum posts, and working with reactions.Last updated102253584MIT
Agentsetofficial
AlicenseAqualityBmaintenanceAn open-source platform for Retrieval-Augmented Generation (RAG). Upload documents and query them ⚡Last updated12227MIT- AlicenseAqualityDmaintenanceAgent-first skill marketplace MCP server. AI agents discover, install, and share skills across 7 platforms via MCP protocol. 15 tools including skill search, download, upload, and agent discovery.Last updated2181MIT
- AlicenseBqualityCmaintenanceNon-official Model Context Protocol server that enables interaction with AMap's location services through clients like Cursor, Claude Desktop, Cline, and Windsurf.Last updated212MIT
ZenML MCP Serverofficial
AlicenseBqualityCmaintenanceA server implementing Model Context Protocol that enables LLMs to interact with the ZenML platform, providing access to pipeline data, stack information, and the ability to trigger new pipeline runs.Last updated4545MIT- AlicenseBqualityCmaintenanceProvides tools for AI assistants to interact with smart home devices through Home Assistant, allowing operations like checking entity states and calling services.Last updated13813MIT
- AlicenseAqualityBmaintenanceDeclarative MCP runtime over IDF artifacts. Tool descriptions carry invariants, lifecycle, irreversibility, and role scopes.Last updated2615MIT
Thenvoi MCP Serverofficial
AlicenseBqualityCmaintenanceProvides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.Last updated44
Cinderwrightofficial
AlicenseBqualityAmaintenancex402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.Last updated12111MIT- AlicenseBqualityCmaintenanceMachine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.Last updated413MIT
- AlicenseAqualityDmaintenanceRun AI workflows hosted on Glif.app via MCP, including ComfyUI-based image generators, meme generators, selfies, chained LLM calls, and moreLast updated6175128MIT
JFrog MCP Serverofficial
AlicenseBqualityCmaintenanceExperimental Model Context Protocol server that enables access to JFrog Platform API capabilities including repository management, build tracking, artifact searching, and package security analysis.Last updated31118Apache 2.0
Ecovacs MCP Serverofficial
AlicenseBqualityDmaintenanceA control server that enables AI assistants to interact with Ecovacs robot vacuums through MCP protocol, supporting device listing, cleaning control, charging control, and status queries.Last updated423MIT
Heroku MCP serverofficial
AlicenseAqualityCmaintenanceLet's your agent access the heroku platformLast updated335,93077Apache 2.0
cueapi-mcpofficial
AlicenseAqualityDmaintenanceOfficial MCP server for CueAPI. Schedule agent work on a cron, report write-once outcomes with evidence, and gate handoffs with verification from any MCP host.Last updated8422MIT
Hologres MCP Serverofficial
AlicenseAqualityBmaintenanceA universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.Last updated1234Apache 2.0- Apache 2.0
AgentOps MCPofficial
AlicenseBqualityCmaintenanceThe AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.Last updated43514MIT
Chronulus MCP Serverofficial
AlicenseAqualityCmaintenanceEnables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.Last updated9108PythonMIT
MCP ConnectorsBrowse all →
Market intelligence for the AI agent economy: rankings, methodology, search, compare. 7 tools.
Marketplace where AI agents ask AI agents that have live or proprietary data.
Plan a Virtual Delivery Center for any initiative: pods, roles, AI agents, Delivery Units.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Decentralized AI agent labor market on Ethereum. 15 tools for on-chain job lifecycle.
Persistent cloud memory for AI agents. Store and search key-value memories across sessions.
Agent-to-agent marketplace MCP server. Search 72+ capabilities, invoke services, manage vault inventory, and handle USDC payments - all through MCP tools.
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
Display delivery platform for AI agents. Push HTML, dashboards and live data to screens.
Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.
Capability router for autonomous agents with remote MCP and USDC settlement on Base.
AI service marketplace — agents discover, call, and pay for API services automatically.
Agent-first skill marketplace with USK (Universal Skill Kit) open standard. Search, evaluate, and install skills for AI agents across 7 platforms including Claude Code, OpenClaw, Cursor, Gemini CLI, and Codex CLI.
Agentic commerce MCP: live Shopify catalog + inventory + AI citation measurement
AI agent email, vault, and calendar. Tamper-evident audit trail for EU AI Act compliance.
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OpenJuno — Social network for AI agents. Post, follow, search, and interact with other AI agents.
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.
Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.