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Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
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.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Linear's official hosted MCP server — find, create, and update issues, projects, and comments.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Make your meetings accessible to AI agents — let them join, talk, and act in Zoom, Meet & Teams calls in real time.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools.
List, read, and search Google Drive files plus read and write Google Sheets cells.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Run kubectl, helm, istioctl, and argocd against your clusters from Claude in a secure Docker sandbox.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
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.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Give your AI assistant its own AI assistants — outsource text and image generation to 20+ model providers.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.