Amazon Bedrock AgentCore Memory as a Strands MemoryStore, with long-term recall and server-side memory extraction from conversation turns.
Integrations
Tools, model providers, and integrations, built into the SDK and by the Strands community
Add your integration
115 integrations
Long-term semantic memory for Strands Agents via Amazon S3 Vectors, storing conversation summaries as vectors and recalling them on later runs.
strands-acp3181
Bridges any Strands agent to the Agent Client Protocol, enabling interoperability with ACP-compatible orchestration systems.
Amazon DynamoDB Storage backend for Strands agents, covering sessions, agent memory, and semantic search over DynamoDB vector indexes, with optional S3 offload for large values.
Connect agents to rich clients like CopilotKit through the AG-UI protocol, with streaming chat and tool-based generative UI
Agent SkillsBuilt-in
Give agents on-demand access to specialized instructions with progressive disclosure that keeps the system prompt lean.
Runtime control plane that evaluates every agent input and output against configurable policies to block prompt injection, PII leakage, and rogue tool calls.
agent4028547
Strands Agents adapter for Agent402 — turns 500+ pay-per-call web tools into Strands tool() instances with built-in x402 micropayment handling.
Amazon Bedrock AgentCore Memory session manager providing short-term conversation persistence and long-term memory strategies for Strands Agents.
Amazon Bedrock AgentCore plugin that intercepts HTTP 402 responses and processes x402 micropayments to access paid APIs and MCP servers.
CLI tool for deploying a single-file Strands Agent to Amazon Bedrock AgentCore Runtime with minimal configuration.
AWS SDK for reinforcement learning training loops on Amazon Bedrock AgentCore, with built-in Strands Agents support via a decorator swap.
Amazon Bedrock AgentCore Gateway plugin that loads only the tools relevant to each invocation via semantic search over hundreds of registered tools.
MCP server for the Aidress agent trust registry — check an unfamiliar agent's trust score, capabilities, and transaction history before delegating work to it.
Amazon BedrockBuilt-in
Run Strands agents on Amazon Bedrock models, with guardrails, prompt caching, and multi-modal input.
Amazon SageMakerBuilt-in
Run Strands agents on models deployed to Amazon SageMaker inference endpoints, including JumpStart and fine-tuned models.
AnthropicBuilt-in
Run Strands agents on Claude models through the Anthropic API, with structured output and prompt caching.
bandPartner
Chat rooms on Band where your Strands agent collaborates with humans and other agents with routing, durable room history, and peer discovery.
BashBuilt-in
Execute shell commands, with persistent bash sessions in TypeScript and sandboxed stateless shells in Python.
Bedrock Knowledge BaseBuilt-in
Back agent memory with Amazon Bedrock Knowledge Bases: semantic search over a managed vector store with document ingestion.
Cedar AuthorizationBuilt-in
Control which tools an agent can invoke with Cedar policies: identity-aware access control, role-based permissions, and rate limits.
Converts OpenClaw skill markdown files into directly executable Strands Agents tools, eliminating the read-then-exec pattern.
clova-studio111
Naver Cloud Platform's Korean-optimized LLM service, integrated with Strands Agents via the strands-clova community package supporting the HCX-005 model.
cohereBuilt-in
Cohere language models accessed through the Strands Agents OpenAI-compatibility layer, requiring only the strands-agents[openai] extra.
Coinbase AgentKit extension for Strands Agents that provides onchain action tools for interacting with blockchain networks and wallets.
Context InjectorBuilt-in
Fold real-time text into the model input before each call: a clock, environment facts, or a lookup, without storing it in history.
Context OffloaderBuilt-in
Keep large tool results from consuming the context window by storing them externally and leaving retrievable references.
crusoeBuilt-in
Crusoe Managed Inference models on renewable-powered GPUs, accessed through the Strands Agents OpenAI-compatibility layer.
Datadog AI Guard plugin that inspects and blocks prompt injection, jailbreaking, data exfiltration, and destructive tool calls in real time.
File EditorBuilt-in
View, create, and edit files in the workspace from agent tool calls.
File Session ManagerBuilt-in
Persist agent conversations, tool state, and context to the local filesystem across sessions.
fireworksaiBuilt-in
Fireworks AI open-source model inference accessed through the Strands Agents OpenAI-compatibility layer, requiring only the strands-agents[openai] extra.
GoalLoopBuilt-in
Validate agent responses against a goal and loop with feedback until it is satisfied.
Google GeminiBuilt-in
Run Strands agents on Google Gemini models, with built-in tools, structured output, and image and video input.
grantex319
Strands tools that verify Grantex grant tokens and enforce scoped, revocable permissions before tool execution.
Framework-agnostic context compression library that cuts LLM token usage 60–95% on JSON and 15–20% on code, with Strands support built in.
HiddenLayer AI security integration for Strands Agents that detects and blocks threats such as prompt injection and model abuse in real time.
Persistent long-term memory and semantic search tools for Strands agents, powered by Vectorize's Hindsight memory service.
HTTP RequestBuilt-in
Make HTTP requests to external APIs, with configurable clients for authentication, timeouts, and proxies.
Human in the LoopBuilt-in
Gate agent tool execution behind human approval, with modes for CLI, web, and custom UIs.
langfusePartner
Langfuse LLM observability for Strands agents — traces, metrics, and evaluations via the SDK's built-in OpenTelemetry export (strands-agents[otel]).
LiteLLMBuilt-in
Run Strands agents on models from OpenAI, Anthropic, Amazon, and more through LiteLLM's unified API.
Llama APIBuilt-in
Run Strands agents on Meta-hosted Llama models without managing your own inference infrastructure.
llama.cppBuilt-in
Run Strands agents on local quantized models served by llama.cpp, with grammar constraints and advanced sampling.
OpenTelemetry instrumentation for Strands Agents that captures spans, traces, and metrics compatible with Coralogix and other OTel backends.
Mistral AIBuilt-in
Run Strands agents on Mistral AI models, with tool calling and streaming.
mlx3793
Apple's MLX framework as a local model provider for Strands Agents, enabling offline inference, LoRA fine-tuning, and vision models on Apple Silicon Macs.
nebius-token-factoryBuilt-in
Nebius Token Factory fast open-source model inference, accessed through the Strands Agents OpenAI-compatibility layer.
neo4j-agent-memory4161.4K
Neo4j graph memory for Strands agents — session persistence, entity and relationship extraction, and reasoning traces, on hosted NAMS or self-hosted Neo4j.
NotebookBuilt-in
Manage persistent text notebooks that carry plans, notes, and scratch space across agent turns.
NVIDIA NeMo Agent Toolkit integration adding enterprise-grade instrumentation, observability, and optimization to Strands Agents.
nvidia-nim233
NVIDIA NIM inference microservices as a Strands Agents model provider with full tool support and streaming.
OllamaBuilt-in
Run Strands agents on local models with Ollama: text generation, image understanding, tool calling, and streaming.
OpenAIBuilt-in
Run Strands agents on OpenAI models or any OpenAI-compatible API, with vision and structured output.
OpenAI ResponsesBuilt-in
Run Strands agents on the OpenAI Responses API, with built-in tools like web search and server-side conversation state.
Arize AI OpenInference span processor for Strands Agents — transforms native OTel spans to OpenInference format for Arize AX and Phoenix observability.
OpenRouterBuilt-in
OpenRouter's catalog of hundreds of models behind one API key, accessed through the Strands Agents OpenAI-compatibility layer.
ovhcloud-ai-endpointsBuilt-in
OVHcloud AI Endpoints, a European OpenAI-compatible inference service for Strands Agents with GDPR-compliant data sovereignty.
portkeyPartner
Routes Strands model calls through Portkey's AI gateway via the OpenAI-compatible endpoint, adding guardrails, fallbacks, and observability.
OpenTelemetry instrumentation plugin that normalizes Strands Agents TS spans into the Respan observability platform.
S3 Session ManagerBuilt-in
Persist agent conversations, tool state, and context to Amazon S3 across sessions.
sglang772.9K
SGLang high-performance inference server as a Strands Agents model provider, with Token-In/Token-Out support for on-policy RL rollouts.
Grafana Cloud AI Observability (Sigil) hooks for Strands Agents — sends agent, model, and tool lifecycle events to Grafana Sigil via SigilStrandsHookProvider.
SleepBuilt-in
Pause agent execution for a bounded, cancellable duration.
SteeringBuilt-in
Guide agents with just-in-time contextual feedback at key moments instead of front-loaded monolithic prompts.
strands-adb239
Android device control tools for Strands Agents via ADB, enabling agents to interact with Android emulators and physical devices.
Strands tools for AWS Bedrock AgentCore lifecycle management — wraps AgentCore APIs as callable tools for Strands agents.
strands-agt0134
Microsoft Agent Governance Toolkit integration that deterministically enforces YAML-defined allow/deny/steer policies on tool calls.
Apify platform integration giving Strands Agents access to thousands of pre-built Actors for web scraping, search, and e-commerce crawling.
Self-evolving tool synthesis for Strands Agents that enables agents to define, test, and register their own tools at runtime.
Decentralized P2P encrypted chat tool for Strands Agents using Bluetooth LE mesh networking and the Noise protocol for agent-to-agent communication.
Cryptocurrency exchange integration for Strands Agents via CCXT, enabling unified access to trading, market data, and account management across exchanges.
Cloudflare tools for Strands Agents covering Zones, DNS, Workers, KV, R2, D1, Pages, AI Gateway, and Tunnels management.
A coding agent that replaces tool-calling with code generation in a persistent Python REPL
Amazon Bedrock AgentCore deployment adapter for strands-compose that packages and deploys declarative Strands agent workflows to AgentCore Runtime.
NVIDIA Cosmos multimodal model provider for Strands Agents, jointly understanding and generating text, images, video, audio, and action.
Persistent, decay-weighted MemoryStore backed by a self-hosted Dakera server, plus a full-CRUD memory tool sharing the same backend.
Deepgram speech tools for Strands Agents providing speech-to-text transcription, text-to-speech synthesis, and audio intelligence.
ERC-8004 Trustless Agents Protocol tools for Strands Agents enabling on-chain agent identity, reputation, and validation on any EVM chain.
Creative and utility tools for Strands Agents covering Bluetooth control, chess engines, OCR, and face recognition.
GitHub-repository Storage backend for Strands — persists keys as versioned, diffable files in a repo you can browse in the GitHub UI.
strands-google7248
Tools for Strands Agents to access 200+ Google APIs including Gmail, Drive, Calendar, YouTube, Sheets, and Docs through a unified interface.
HackerOne API tool for Strands Agents to automate bug bounty research, program monitoring, and vulnerability report management.
Read-only HubSpot CRM tools for Strands Agents to search and retrieve contacts, deals, and company data without any risk of modifying CRM records.
Transforms any Strands Agent into an MCP server exposing its tools over HTTP or stdio transports with a built-in CLI.
strands-osmo3115
NVIDIA OSMO workflow orchestration tools for Strands Agents to submit, monitor, and debug multi-stage GPU compute pipelines.
Collection of 54 ready-to-use Strands tools spanning AI media generation, Google Workspace, AWS services, social media, and smart home.
Perplexity Search API tool for Strands Agents enabling real-time web search with citations, regional filtering, and multi-query support.
PostgreSQL-backed session manager for Strands Agents with full ACID guarantees for persistent conversation history.
Redis-backed session manager persisting agent sessions with configurable key namespaces and optional rolling expiration for distributed apps.
Strands Agents tool for generating formatted CVs and resumes from structured data using the RenderCV engine.
strands-robots23464
AI-powered robot control, simulation, and training tools for Strands Agents integrating with MuJoCo, Isaac Sim, Newton, and robotics learning frameworks.
strands-sapiens1116
Strands tool wrappers for Meta Sapiens2 adding human-centric vision — segmentation, normal estimation, and depth prediction.
Spraay Protocol batch payment tool for Strands Agents to send ETH or ERC-20 tokens to up to 200 recipients in a single Base transaction with ~80% gas savings.
strands-sql231
General-purpose SQL tool for Strands Agents — PostgreSQL, MySQL, and SQLite via SQLAlchemy.
strands-stigmer01.2K
The execution graph of AWS for Strands agents, providing verified method contracts with IAM permissions, call chains, and least-privilege policies.
Task-based swarm orchestration for Strands Agents that coordinates multiple agents working on decomposed subtasks in parallel.
Deterministic governance intervention — tool allowlists, PII/secret detection, prompt injection defense, cost budgets, and kill switch. No LLM, no server, <2ms.
Microsoft Teams notification tool for Strands Agents that sends rich Adaptive Card messages and formatted status updates to Teams channels and chats.
Telegram Bot API integration for Strands Agents covering 60+ methods for messages, media, group management, and inline queries.
Real-time Telegram message listener for Strands Agents that monitors incoming messages and events, enabling agents to react and reply automatically.
Emits Strands agent token usage as CloudWatch EMF metrics for cost visibility and capacity planning.
HuggingFace Transformers integration for Strands Agents providing universal local inference across all tasks and modalities without hardcoding.
Valkey/Redis-backed session manager persisting conversation history with low latency on ElastiCache and Upstash.
Supabase-backed session manager for Strands Agents that persists conversation history in a PostgreSQL database hosted on Supabase.
Durable execution for Strands agents via Temporal workflows, so every model call and tool invocation survives crashes and restarts.
OpenTelemetry instrumentation for the Strands Agents TypeScript SDK, part of the Future AGI traceAI observability framework.
Universal Tool Calling Protocol adapter enabling tool discovery and invocation across HTTP, WebSocket, and other transports without wrapper servers.
Valyu search tools for AWS Bedrock AgentCore providing web, financial, academic, biomedical, patent, and regulatory data search.
Vercel AI SDKBuilt-in
Run Strands agents on any Vercel AI SDK provider through the VercelModel adapter, using @ai-sdk packages.
vllm15.6K
vLLM open-source inference server as a Strands Agents model provider with Token-In/Token-Out capture for RL training.
welt12.8K
Slack front end for Strands agents on Amazon Bedrock AgentCore — streaming replies, file exchange, and human-in-the-loop approvals in threads.
WriterBuilt-in
Run Strands agents on Writer Palmyra models, with tool calling, structured output, and enterprise tasks.
xai48K
xAI's Grok models for Strands Agents, with server-side tools for real-time X access, web search, and code execution.
zep-strands4.8K
Long-term memory for Strands agents backed by Zep's temporal knowledge graph, with context injection, server-side extraction, and graph search.
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