Integrations Overview

Drop-in packages that add Synap memory to popular AI frameworks and agent SDKs.

Synap ships a library of thin integration packages so you can add persistent memory to your existing agent stack without rewriting your application. Each package handles the translation between Synap’s API and the framework’s native memory or tool interface.

All packages share the same contract:

• Read-side failures degrade gracefully — a failed context fetch returns an empty result and logs an error, so your agent keeps running.
• Write-side failures surface explicitly — failed ingestion raises SynapIntegrationError (or equivalent) so callers know if memory persistence failed.
• Same scoping model everywhere — every package accepts user_id, optional customer_id, and optional conversation_id.

Available Integrations

LangChain

Memory, callbacks, retriever, and tools for LangChain chains and agents.

LangGraph

Checkpointer and cross-thread store for LangGraph graphs.

LlamaIndex

BaseMemory implementation and retriever for LlamaIndex pipelines.

OpenAI Agents

Search and store tools for the OpenAI Agents SDK.

Pydantic AI

Dependency dataclass and tool registration for Pydantic AI agents.

CrewAI

StorageBackend implementation for CrewAI’s unified Memory system.

AutoGen

Search and store BaseTool implementations for AutoGen agents.

Google ADK

FunctionTool factory for Google Agent Development Kit agents.

Haystack

SynapRetriever and SynapMemoryWriter pipeline components for Haystack.

Agno

Drop-in InMemoryDb replacement that routes user memories through Synap.

Semantic Kernel

Kernel plugin with search_memory and store_memory functions.

Microsoft Agent Framework

Context and history providers for the Microsoft Agent Framework.

NeMo Agent Toolkit

MemoryEditor implementation for NVIDIA NeMo Agent Toolkit workflows.

LiveKit Agents

Context preloading and turn recording for LiveKit voice agents.

Pipecat

Frame processors for memory injection and recording in Pipecat pipelines.

Claude Agent SDK

Hooks and MCP server for Anthropic’s Claude Agent SDK (Python & TypeScript).

Mastra

SynapMemory class and tools for the Mastra ADK (TypeScript).

Vercel AI SDK

Middleware that wraps any Vercel AI SDK model with automatic Synap context.

Quick Comparison

Package	Language	Integration point	Install
maximem-synap-langchain	Python	Memory, callback, retriever, tools	pip install maximem-synap-langchain
maximem-synap-langgraph	Python	Checkpointer + Store	pip install maximem-synap-langgraph
maximem-synap-llamaindex	Python	BaseMemory + retriever	pip install maximem-synap-llamaindex
maximem-synap-openai-agents	Python	Function tools	pip install maximem-synap-openai-agents
maximem-synap-pydantic-ai	Python	Deps + tools	pip install maximem-synap-pydantic-ai
maximem-synap-crewai	Python	StorageBackend	pip install maximem-synap-crewai
maximem-synap-autogen	Python	BaseTool	pip install maximem-synap-autogen
maximem-synap-google-adk	Python	FunctionTool factory	pip install maximem-synap-google-adk
maximem-synap-haystack	Python	Pipeline components	pip install maximem-synap-haystack
maximem-synap-agno	Python	InMemoryDb subclass	pip install maximem-synap-agno
maximem-synap-semantic-kernel	Python	Kernel plugin	pip install maximem-synap-semantic-kernel
maximem-synap-microsoft-agent	Python	Context + history providers	pip install maximem-synap-microsoft-agent
maximem-synap-nemo-agent-toolkit	Python	MemoryEditor	pip install maximem-synap-nemo-agent-toolkit
maximem-synap-livekit-agents	Python	Helpers + function tools	pip install maximem-synap-livekit-agents
maximem-synap-pipecat	Python	Frame processors	pip install maximem-synap-pipecat
maximem-synap-claude-agent	Python	Hooks + MCP server	pip install maximem-synap-claude-agent
@maximem/synap-claude-agent	TypeScript	Hooks + MCP server	npm install @maximem/synap-claude-agent
@maximem/synap-mastra	TypeScript	MastraMemory + tools	npm install @maximem/synap-mastra
@maximem/synap-vercel-adk	TypeScript	Model middleware	npm install @maximem/synap-vercel-adk

The TypeScript packages wrap the JavaScript SDK, which spawns the Python SDK as a subprocess. They require a Python 3.11+ runtime on the host and do not run on Edge Runtime, Cloudflare Workers, Bun, Deno Deploy, or AWS Lambda Node-only runtimes. See Installation → JavaScript / TypeScript SDK.

Prerequisites

Every integration requires a configured MaximemSynapSDK instance:

Python

import os
from maximem_synap import MaximemSynapSDK, SDKConfig

sdk = MaximemSynapSDK(
    api_key=os.environ["SYNAP_API_KEY"],
    config=SDKConfig(cache_backend="sqlite"),
)
await sdk.initialize()

See SDK Initialization and Authentication for full setup details.