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Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
The renamed zen-mcp-server: routes Claude Code, Codex or Cursor to Gemini, GPT, Grok and local models in one context.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Index local code into a graph database to give AI assistants deep, queryable code context.
Connect Claude, Cursor & Windsurf to the Unity Engine for AI-driven game development in Editor and Runtime.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source code.
把腾讯云 CloudBase 接入 AI IDE，让 AI 生成的应用从提示词一键部署上线。
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Official monday.com MCP server — agents create boards and items, update columns, and run GraphQL against your work OS.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Search and analyze any brand's public Facebook ads — images, videos, messaging, and competitor strategy.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Manage Confluent Cloud, Confluent Platform & Apache Kafka via natural language — 50+ tools across Kafka, Flink, Schema Registry & more.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Local MCP server that delegates coding tasks to specialized AI sub-agents (Codex, Claude, Cursor, Gemini) in parallel.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Multi-model AI orchestration MCP server for automated code review, chat, compare, and debate in Claude Code.
Comprehensive Trello integration for Claude Desktop, Claude Code, Gemini CLI and other MCP clients — 19 tools for boards, cards and lists.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.