Integrations
Add Engram to any agent stack
Every Engram integration we ship: 44 and counting. Search for your stack, copy the snippet, ship durable memory in under a minute. All integrations talk to the same hosted Engram backend, so memories written from one client are immediately queryable from any other.
44 total
Claude CodeNative Claude Code plugin: install via the plugin marketplace, with /engram-remember and /engram-recall slash commands.
View install →Read full guide →
Claude.ai (web)OAuth connector: sign in to Lumetra in a popup, with no config file or key paste.
View install →Read full guide →
ChatGPT (web)OAuth app for ChatGPT (GPT-5 / Thinking). Connector list caches aggressively, so a full walkthrough is included.
View install →Read full guide →
CursorCursor desktop editor and the cursor-agent CLI share one MCP config, global or project-scoped.
View install →Read full guide →
WindsurfCascade agent: MCP entry in ~/.codeium/windsurf/mcp_config.json with serverUrl and a Bearer header. Appears in the in-app MCP panel after restart.
View install →Read full guide →
CodexCodex CLI plugin: vendor a plugin folder, register in marketplace.json, OAuth-on-install.
View install →Read full guide →
OpenCodeOpen-source terminal coding agent: mcp.engram block with {env:ENGRAM_API_KEY} interpolation.
View install →Read full guide →
ClineCline VS Code extension and CLI: MCP server JSON with autoApprove for non-destructive tools.
View install →Read full guide →
ContinueContinue (VS Code, JetBrains, cn CLI): YAML config, with tools that fire in Agent mode only.
View install →Read full guide →
CrushCharm's terminal coding agent. Crush's mcp map in ~/.config/crush/crush.json with type=sse and a Bearer header.
View install →Read full guide →
Gemini CLIGoogle's official Gemini CLI: mcpServers entry in ~/.gemini/settings.json with url and a Bearer header.
View install →Read full guide →
ZedZed editor AI panel: a context_servers entry in Zed's settings.json (~/.zed/settings.json on macOS, ~/.config/zed/settings.json on Linux), with OAuth or Bearer header.
View install →Read full guide →
LibreChatSelf-hosted ChatGPT alternative. OAuth per LibreChat user (no shared key in librechat.yaml), with a shared-bearer alternative for single-user deploys.
View install →Read full guide →
Open WebUISelf-hosted local-AI UI, connected via Open WebUI's own mcpo SSE→OpenAPI bridge on a local port.
View install →Read full guide →
DifyOpen-source LLM app platform. Lumetra-maintained plugin (lumetra/engram) with six native tools and bearer-key auth. Marketplace listing is pending; install via the GitHub repo as a local plugin today.
View install →Read full guide →
AstrBotMulti-platform chatbot framework. Adds /remember and /recall slash commands, plus optional auto-archive of every message.
View install →Read full guide →
OpenClawLocal-first agent. Add Engram as an MCP server in ~/.openclaw/openclaw.json.
View install →Read full guide →
GooseBlock's local-first agent. Stdio extension via mcp-remote (Goose's current remote-MCP path is `streamable_http`, so SSE-only servers like Engram bridge through `mcp-remote`).
View install →Read full guide →
gptmeTerminal AI agent. Native Python plugin via the GptmePlugin entry-point; `pip install gptme-engram`.
View install →Read full guide →
PaperclipAuto-archives every issue, agent run, and approval into Engram with no agent code or LLM tool calls.
View install →Read full guide →
JavaScriptOfficial TypeScript / Node 18+ / Bun / Deno / edge runtime client. Zero runtime deps.
View install →Read full guide →
PythonOfficial Python 3.9+ client. Stdlib urllib only, fully typed via TypedDict + py.typed.
View install →Read full guide →
GoOfficial Go 1.21+ client. Zero runtime deps, context.Context on every method, concurrent-safe.
View install →Read full guide →
Vercel AI SDKFirst-party @lumetra/engram-vercel-ai package. `createEngramTools({...})` returns six tools for streamText, generateText, and streamObject.
View install →Read full guide →
Ax (@ax-llm/ax)@ax-llm/ax TypeScript agent framework. `npm install @lumetra/engram-ax` exposes Engram's REST API as ax AxFunction definitions.
View install →Read full guide →
BeeAI frameworkBeeAI framework (install from source, PyPI release pending). `EngramMemory` is a `BaseMemory` that hydrates from the bucket on construction.
View install →Read full guide →
PipecatVoice and realtime AI pipelines. `EngramMemoryProcessor` is a FrameProcessor that stores user turns and injects recalled memory as silent context before each LLM turn (install from source, PyPI release pending).
View install →Read full guide →
MastraTypeScript agent framework. Connects Engram to Mastra's MCPClient through the mcp-remote bridge.
View install →Read full guide →
LangChainA BaseChatMessageHistory replacement for ConversationBufferMemory and VectorStoreRetrieverMemory.
View install →Read full guide →
LangGraphDurable BaseStore replacing InMemoryStore. Tuple namespaces map to Engram buckets.
View install →Read full guide →
LlamaIndexBaseMemory implementation that replaces LlamaIndex's chat-history buffer with hybrid retrieval.
View install →Read full guide →
CrewAITwo CrewAI Tools bound to one bucket, so every agent in the crew reads and writes the same store.
View install →Read full guide →
smolagentsHuggingFace smolagents. Two Tool instances that work with any CodeAgent or ToolCallingAgent.
View install →Read full guide →
PydanticAITyped agents. One register_engram_tools(agent, bucket=...) call adds two tools.
View install →Read full guide →
AutoGenMicrosoft AutoGen. FunctionTool instances for any AssistantAgent or GroupChat member.
View install →Read full guide →
OpenAI AgentsOfficial OpenAI Agents SDK with pre-decorated @function_tool callables.
View install →Read full guide →
Agent FrameworkMicrosoft Agent Framework with two extension points: EngramTools (function tools) and EngramMiddleware (transparent recall).
View install →Read full guide →
HaystackHaystack 2.x components: EngramWriter and EngramRetriever for any Pipeline.
View install →Read full guide →
PraisonAIProduction multi-agent crews via plain Python function tools, with schemas built from docstrings.
View install →Read full guide →
Agency SwarmVRSEN agency-swarm with thread persistence via callbacks plus in-thread memory tools.
View install →Read full guide →
mcp-agentMCP-first agent framework. One MCPServerSettings entry, no adapter code needed at all.
View install →Read full guide →
LiveKit AgentsVoice and realtime AI agents via the `livekit-plugins-engram` plugin, with on_user_turn_completed hooks and engram_tools().
View install →Read full guide →
llm (simonw)Simon Willison's llm CLI. `llm install llm-engram` adds six tools for store and recall from any chat or pipeline.
View install →Read full guide →
n8nn8n community node with six operations against the Engram REST API, usable as a tool in AI Agent nodes.
View install →Read full guide →