# supermemory | Memory API for the AI era

> Frontier agent memory and context platform

## Docs

- [Introduction](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/index.md): Context infrastructure for AI agents
- [Agents, skills and MCP](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/agents-and-mcp.md): Set up coding agents to integrate Supermemory with the CLI, the skill and the docs MCP.
- [How Supermemory works](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/how-it-works.md): How a file or chat turn becomes something you can search: the ingest pipeline, statuses and outputs.
- [Graph memory](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/graph-memory.md): How facts connect, update and stay true: relationships, temporal truth and automatic forgetting.
- [Supported content types](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/content-types.md): All the content formats Supermemory can ingest and process
- [SuperRAG (managed RAG as a service)](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/super-rag.md): Supermemory provides a managed RAG solution - extraction, indexing, storing, and retrieval.
- [Memory vs RAG: Understanding the difference](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/memory-vs-rag.md): Learn why agent memory and RAG are fundamentally different, and when to use each approach
- [Multi-tenancy overview](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/multi-tenancy.md): How Supermemory isolates and organizes memories across users, tenants, and projects
- [Multi-tenancy examples](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/multi-tenancy-examples.md): Common container tag and metadata patterns for personal agents, company agents, email assistants, and support platforms
- [Container tags](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/container-tags.md): The isolation boundary that groups and partitions memories by user, project, or any logical scope
- [Organizing & filtering memories](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/filtering.md): Use container tags and metadata to organize and retrieve memories
- [User profiles](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/user-profiles.md): Automatically maintained context about your users
- [API keys & auth](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/authentication.md): Org API keys, container-scoped keys, and connector branding.
- [Invite team members](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/invite-team-members.md): Invite a colleague to your Supermemory organization, choose their access, and share the invitation link.
- [Customizing for your use case](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/customization.md): Configure Supermemory's behavior for your specific application
- [Ingesting context to supermemory](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/ingestion/add-memories.md): Add text, files, and URLs to Supermemory
- [Document operations](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/ingestion/document-operations.md): List, get, update, and delete your ingested documents
- [Connectors overview](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/overview.md): Integrate Google Drive, Gmail, Notion, OneDrive, GitHub, Granola and Web Crawler to automatically sync documents into your knowledge base
- [Notion connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/notion.md): Sync Notion pages, databases, and blocks with real-time webhooks and workspace integration
- [Google Drive connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/google-drive.md): Connect Google Drive to sync documents into your Supermemory knowledge base
- [Gmail connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/gmail.md): Sync email threads from Gmail with real-time Pub/Sub webhooks and incremental sync
- [OneDrive connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/onedrive.md): Sync Microsoft Office documents from OneDrive with scheduled synchronization and business account support
- [S3 Connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/s3.md): Connect Amazon S3 or S3-compatible storage to sync files into your Supermemory knowledge base
- [Granola connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/granola.md): Sync AI meeting notes and transcripts from Granola into your Supermemory knowledge base
- [GitHub connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/github.md): Connect GitHub repositories to sync documentation files into your Supermemory knowledge base
- [Web Crawler connector](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/web-crawler.md): Crawl and sync websites automatically with scheduled recrawling and robots.txt compliance
- [Connector troubleshooting](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/troubleshooting.md): Diagnose and resolve common issues with Google Drive, Gmail, Notion, and OneDrive connectors
- [Managing connection resources](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/connectors/managing-resources.md): Get and configure resources for connections that support resource management
- [Rules of supermemory](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/concepts/rules.md): Best practices and things to consider when using supermemory in your system
- [How to backfill historical data into Supermemory](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/ingestion/batch-ingest-historical-data.md): Backfill historical documents into Supermemory with documentDate, stable custom IDs, and the batch ingestion API.
- [MemoryBench](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/memorybench/overview.md): Open-source framework for benchmarking memory providers, including your own.
- [Building a benchmark](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/memorybench/extend-benchmark.md): Add a custom benchmark dataset when the built-in ones don't match your use case
- [Adding a provider](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/memorybench/extend-provider.md): Register your own memory implementation so MemoryBench can score and compare it
- [Measuring results](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/memorybench/memscore.md): How MemoryBench scores a run with qualitative judging and quantitative metrics.
- [Migrate document ingestion to v5](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/migration/api-v5-document-writes.md): Upgrade single, batch, and file ingestion without changing append behavior
- [Migrate document and file updates to v5](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/migration/api-v5-document-updates.md): Choose append, replacement, or metadata-only updates deliberately
- [Migrate content management to v5](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/migration/api-v5-document-reads.md): Upgrade document retrieval, resource lists, and document or memory deletion
- [Migrate metadata filters to v5](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/migration/api-v5-filters.md): Convert legacy Query filters into strict, type-safe v5 filter expressions
- [Supermemory SDK](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/supermemory-sdk.md): Official Python and JavaScript SDKs for Supermemory
- [Vercel AI SDK](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/ai-sdk.md): Use Supermemory with Vercel AI SDK for seamless memory management
- [Eve](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/eve.md): Give your Eve agent memory across conversations with Supermemory.
- [OpenAI SDK](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/openai.md): Memory tools for OpenAI function calling with Supermemory integration
- [LangGraph](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/langgraph.md): Add persistent memory to LangGraph agents with Supermemory
- [OpenAI Agents SDK](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/openai-agents-sdk.md): Add persistent memory to OpenAI agents with Supermemory
- [Microsoft Agent Framework](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/agent-framework.md): Add persistent memory to Microsoft Agent Framework agents with Supermemory
- [Mastra](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/mastra.md): Add persistent memory to Mastra AI agents with Supermemory processors
- [VoltAgent](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/voltagent.md): Integrate Supermemory with VoltAgent for long-term memory in AI agents
- [Convex](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/convex.md): Add persistent memory to Convex apps with Supermemory
- [LangChain](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/langchain.md): Build AI agents with persistent memory using LangChain and Supermemory
- [CrewAI](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/crewai.md): Add persistent memory to CrewAI agents with Supermemory
- [Agno](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/agno.md): Add persistent memory to Agno agents with Supermemory
- [Memory Graph](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/memory-graph.md): Interactive visualization for documents, memories and connections
- [Claude Memory Tool](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/claude-memory.md): Use Claude's native memory tool with Supermemory as the backend
- [Pipecat](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/pipecat.md): Integrate Supermemory with Pipecat for conversational memory in voice AI agents
- [Cartesia](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/cartesia.md): Integrate Supermemory with Cartesia for conversational memory in voice AI agents
- [LiveKit](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/livekit.md): Add persistent memory to LiveKit Agents voice sessions
- [n8n](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/n8n.md): Automate knowledge management with Supermemory in n8n workflows
- [viaSocket](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/viasocket.md): Connect Supermemory with viaSocket to build automation flows using triggers, API tokens, and actions like Gmail.
- [Zapier](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/zapier.md): Automate memory management with Supermemory in Zapier workflows
- [OpenClaw](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/openclaw.md): Supermemory plugin for OpenClaw. Works across Telegram, WhatsApp, Discord, Slack and more.
- [Hermes](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/hermes.md): Supermemory plugin for Hermes. Semantic memory, profiles and search across Telegram, Discord, Slack, the CLI and more.
- [Claude Code](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/claude-code.md): Supermemory plugin for Claude Code. Keeps memory across coding sessions.
- [Muse Code](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/muse-code.md): Persistent memory for Meta Muse Code with the muse-supermemory plugin.
- [Codex](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/codex.md): Persistent memory for the OpenAI Codex CLI with the codex-supermemory plugin.
- [OpenCode](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/opencode.md): Supermemory plugin for OpenCode. Keeps memory across coding sessions.
- [Cursor](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/cursor.md): cursor-supermemory: persistent memory across your Cursor chats
- [Grok Bot](https://supermemory-soham-v5-docs-response-cleanup.mintlify.site/integrations/grok-bot.md): Supermemory for Grok Bot: persistent memory for your Grok Bots


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