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Upstash AgentKit adapter for the Vercel AI SDK: chat history, memory tools, Redis-Search tools, rate limiting, and cached tools.

Minimal CLI agent framework with compounding project memory — gets smarter with every session. Clean, modular, any LLM provider

Pytest plugin framework with AI agent capabilities for multi-agent testing

Nominee adapter for the Vercel AI SDK — fresh tokens and human-in-the-loop approval for AI SDK tools

Catalog-native TypeScript agent framework (Plasm CGS/CML, Vercel AI SDK, Nitro-oriented)

A multi-agent AI framework with consciousness, drive, purpose, and metacognition

Defensive overlay for AI agents — 8-layer architecture with harness-agnostic adapters; ships 6 of 8 layers (1 skill_vetting, 2 sanitize, 3 structured_output, 4 bash_guard+write_guard, 6 audit, 7 config) plus adapters for Claude Code (PreToolUse) and OpenClaw (before_tool_call)

Human-in-the-loop review as agent tools for LangChain, CrewAI, LlamaIndex, and AutoGen.

Safe, function-calling AI agents for the browser

Get the Google AI Overview for a query, including the summary text and source references. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

Get the Naver AI Overview for a query, including the summary and source references. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

Get the Brave Search AI answer for a query, including the summary, references, and web results. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

CrewAI integration for Zep

Installs the Android Agentic Dev Loop (Gate/Analyse/Design/Implement/Evaluate) into an existing Android repo in one command.

AgentSave InferRoute — PPD append-prefill routing sidecar for vLLM / SGLang (Enterprise)

Get Google search autocomplete suggestions for a query. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

Get rich Google immersive product data with brand, price range, ratings, variants, and stores. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

Search hotels and vacation rentals and return names, nightly rates, ratings, and amenities. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

CrewAI integration for Infino — vector, BM25, hybrid, and SQL retrieval as agent tools over one engine on object storage.

Framework-agnostic record/replay test harness for LLM agents