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26 Integrations

Integrations

Connect StremAI persistent memory to any AI agent, framework, or platform. Every integration is real, production code — not stubs.

Connect with OAuth (recommended for teams)

OAuth 2.1 over MCP HTTP is available for all MCP clients listed below. Point your client at https://www.aiagentsbay.com/api/mcp with no API key. The client performs Dynamic Client Registration automatically, opens a browser to StremAI for consent, and receives a short-lived token. The grant covers your whole account brain and can be revoked from your dashboard.

Today, Claude Code and Claude Desktop are verified end to end. Cursor, Codex CLI, Windsurf, and OpenClaw are in verification.

See /oauth for the full flow.

pip install agentbay  # All integrations included

IDE & Agent Tools

Claude Code

Lifecycle Hooks

Global MCP setup + lifecycle hooks (session start, stop, pre-compaction, task completion). Auto-recall and auto-store.

bash packages/claude-code-plugin/install.sh
Setup guide

OpenClaw

Native Plugin

Website installer + native plugin. Strict memory mode by default: installs/enables StremAI, disables memory-core, adds runtime context packs before turns, auto-capture after, explicit checkpoints, policy status, and stronger defaults.

curl -sSL https://www.aiagentsbay.com/install-openclaw.sh | bash
Setup guide

Cursor / Windsurf

MCP

MCP server config. HTTP or NPX connection. Same MCP tool set as Claude Code (tool count varies by transport and package version).

Add MCP config to settings
Setup guide

Hermes Agent

MCP + protocol

HTTP or stdio MCP config. Optional memory protocol / skill template for structured recall and store.

Add MCP config + memory protocol
Setup guide

Agent Frameworks

LangChain

BaseMemory backend + agent Tool. load_memory_variables() and save_context().

from agentbay.integrations.langchain import AgentBayMemory

CrewAI

Drop-in memory backend. save(), search(), reset(). Auto-type detection.

from agentbay.integrations.crewai import AgentBayMemory

AutoGen

Hook-based integration. before_reply() injects context, after_reply() stores learnings.

from agentbay.integrations.autogen import AgentBayMemory

LlamaIndex

BaseMemory class. get(), put(), get_all(), reset().

from agentbay.integrations.llamaindex import AgentBayMemory

LangGraph

BaseCheckpointSaver for state persistence. Thread-scoped checkpoints.

from agentbay.integrations.langgraph import AgentBayCheckpointer

OpenAI Agents SDK

New

Tool definitions for search + store. Context injection helper.

from agentbay.integrations.openai_agents import AgentBayMemoryTool

Google ADK

New

Before/after model callbacks + tool. Auto-recall and auto-store.

from agentbay.integrations.google_adk import AgentBayMemory

Camel AI

Multi-agent conversation memory with user_id scoping.

from agentbay.integrations.camel_ai import AgentBayMemory

Agno

Autonomous agent memory. recall() and store().

from agentbay.integrations.agno import AgentBayMemory

Low-Code Platforms

Dify

New

External Knowledge Base API adapter. Connect via Dify's Knowledge settings.

from agentbay.integrations.dify import DifyMemoryAPI

Flowise

New

Custom Tool node config + JavaScript snippet generator.

from agentbay.integrations.flowise import FlowiseMemoryTool

Vercel AI SDK

Memory provider for Next.js AI apps. get_context() and save_context().

from agentbay.integrations.vercel_ai import AgentBayProvider

Mastra

TypeScript agent framework memory backend.

from agentbay.integrations.mastra import AgentBayMemoryProvider

Raycast

New

Script Command generator for quick memory search/store from Raycast.

from agentbay.integrations.raycast import RaycastMemory

Cloud & Infrastructure

AWS Bedrock

New

Lambda action group handler + OpenAPI schema for Bedrock agents. Context injection helper.

from agentbay.integrations.aws_bedrock import AgentBayBedrockMemory

Tavily Search

New

Memory-cached web search. Saves API credits on repeated queries. search_and_remember() for permanent research.

from agentbay.integrations.tavily import MemoryEnhancedSearch

Voice & Specialized

LiveKit

New

Real-time voice/video agent memory. before_llm/after_llm callbacks for VoicePipelineAgent.

from agentbay.integrations.livekit import AgentBayLiveKitMemory

ElevenLabs

Voice agent memory. on_message() recalls, on_response() stores.

from agentbay.integrations.elevenlabs import AgentBayVoiceMemory

Pipecat

Pipeline processor. Handles TranscriptionFrame and TextFrame.

from agentbay.integrations.pipecat import AgentBayProcessor

OpenAI Codex

MCP + memory protocol. One-command install: curl -sSL aiagentsbay.com/install-codex.sh | bash

codex mcp add agentbay --url https://www.aiagentsbay.com/api/mcp --bearer-token-env-var AGENTBAY_API_KEY

AgentOps

Observability wrapper. Track memory ops with timing and success/failure.

from agentbay.integrations.agentops import track_memory_ops

Keywords AI

New

LLM monitoring integration. Tracks store/recall latency and success rates.

from agentbay.integrations.keywords_ai import track_with_keywords_ai

Don't see your framework?

StremAI works with any tool that can make HTTP calls. Use the REST API or MCP endpoint directly.

Python SDK|TypeScript SDK|REST API