> ## Documentation Index
> Fetch the complete documentation index at: https://supermemory.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Changelog

> New updates and improvements to Supermemory

<Update label="May 27, 2026" tags={["API"]}>
  ### Instant dreaming

  New `dreaming` parameter on `POST /v3/documents` and `POST /v3/documents/batch`. Default `"dynamic"` groups related documents together so memories form from coherent, logical units. Set `"dreaming": "instant"` to process a single document on its own — bills one extra operation per document. Omit the parameter and behavior is unchanged.
</Update>

<Update label="April 13, 2026" tags={["Integrations", "API"]}>
  ### Google Drive: scoped sync by default

  New Google Drive connections default to **folder and file** scope: after OAuth, users complete a hosted picker; only selected items sync. Set `metadata.syncScope` to `"full"` on connection creation to sync the entire Drive without the picker. Scoped connections without a saved selection are skipped by import jobs until setup is finished.
</Update>

<Update label="March 18, 2026" tags={["API", "SDK", "Console", "CLI"]}>
  ### Supermemory CLI

  New command-line tool for managing memories, documents, profiles, tags, connectors, and API keys directly from the terminal.

  ### `@supermemory/tools` v1.4.1

  Now exposes raw `searchResults` in `MemoryPromptData`, giving full control over how retrieved memories are formatted in prompts.

  ### PPTX & Audio Ingestion

  PowerPoint files (`.pptx`) are now a supported content type. Audio files are automatically transcribed via Gemini 2.5 Flash, chunked, and indexed.

  ### Multi-containerTag Scoped API Keys

  Scoped API keys can now be assigned to multiple container tags — one key, multiple spaces.

  ### Console: Documents Page

  New dedicated documents browser in the console for viewing, filtering, and managing all ingested content.
</Update>

<Update label="March 9, 2026" tags={["API", "SDK", "MCP", "Integrations"]}>
  ### Delete Scoped API Keys

  New `DELETE` endpoint to disable scoped API keys programmatically.

  ### `supermemory-agent-framework` Python Package

  Official Python package for using Supermemory with Microsoft's Agent Framework — memory tools and middleware out of the box.

  ### Interactive Memory Graph in MCP

  The MCP server now includes an interactive graph visualization app for exploring memory connections from any MCP-compatible client.

  ### More Integrations

  * **ViaSocket** — new integration guide for automation workflows.
  * **Plugin Auth Connect Page** — OAuth-style connect page for Claude Code, OpenCode, and OpenClaw.
  * **OpenAI SDK Backfill** — improved compatibility across TypeScript and Python SDKs.

  ### Other

  * **Retry failed documents** by re-submitting with the same `customId`.
  * **Delete connection without documents** — disconnect a source without deleting synced content.
  * **Org-level overage toggle** in billing settings.
  * **Copyable team invite link** on the team management page.
  * **`extends` relation type** in memory graph for richer knowledge graph connections.
  * **Bulk delete** in the Nova app interface.
</Update>

<Update label="March 2, 2026" tags={["API"]}>
  ### Configurable Vector Stores

  Bring your own vector store — Supermemory now supports pluggable vector backends beyond the default.

  ### List Memories Endpoint

  New `GET /v3/documents` endpoint with pagination, filtering by container tag, status, and metadata.
</Update>

<Update label="February 26, 2026" tags={["API", "Console"]}>
  ### Self-Hostable Supermemory

  Run the full Supermemory stack on your own infrastructure with Docker.

  ### Console v2

  Complete redesign of the developer console with new navigation, improved billing, and a unified project view that merges consumer and developer organizations.

  ### No More 120 Memory Limit

  The previous cap of 120 memories per container tag has been removed. Store unlimited memories.
</Update>

<Update label="February 22, 2026" tags={["API", "SDK", "CLI"]}>
  ### Supermemory Skill for Claude Code

  Install with `npx skills add supermemoryai/skills` — teaches Claude to proactively recommend and implement Supermemory when building AI apps. Includes TypeScript and Python examples.

  ### API Improvements

  * **Metadata filtering for profiles** — target profile queries by metadata fields.
  * **List documents with multiple container tags** — new `operator` parameter.
  * **Deprecate `include: chunks`** in `/v4/search` in favor of the `hybrid` search mode.
  * **Content deduplication** in search results to reduce token usage.
</Update>

<Update label="February 9, 2026" tags={["API", "Console"]}>
  ### Unified Organizations

  Consumer and developer organizations merged into a single org type. All orgs can now access both Nova and the developer API.

  ### Credits-Based Usage Display

  Billing now shows token usage in a credits-based format.

  ### Nova Spaces with Multi-Select

  Spaces in Nova support multi-select, replacing "All Spaces" with scoped "Nova Spaces."
</Update>

<Update label="February 6, 2026" tags={["API"]}>
  ### Scoped API Keys for Container Tags

  Create API keys scoped to specific container tags for fine-grained access control per space.

  ### DELETE Endpoint for Container Tags

  New endpoint to delete container tags and their associated document relationships.

  ### Container Tag-Level Context Prompts

  Set custom context prompts per container tag to control how memories are extracted and summarized within each space.
</Update>

<Update label="February 3, 2026" tags={["Integrations", "SDK"]}>
  ### New Framework Integration Docs

  Added guides for LangGraph, OpenAI Agents SDK, CrewAI, Agno, Mastra, LangChain, and Claude Code — covering all major AI agent frameworks.

  ### Entity Context & Authentication Docs

  New docs on entity extraction, context enrichment, and comprehensive authentication examples (API key, OAuth, scoped keys).
</Update>

<Update label="January 25, 2026" tags={["API", "Console", "SDK"]}>
  ### Plugin Authentication System

  New auth system for external tool integrations, enabling secure plugin-to-API connections. Dedicated plugin page with auth flows for Claude Code, OpenCode, and OpenClaw.

  ### Enterprise Plan Support

  Enterprise tier now available in the console.

  ### `@supermemory/tools` — Strict Mode

  Strict mode support for OpenAI function calling, ensuring schema-validated tool calls.
</Update>

<Update label="January 14, 2026" tags={["API"]}>
  ### Hybrid PDF Pipeline

  PDF extraction now uses Mistral OCR 3 with Gemini fallback for significantly improved accuracy on scanned documents and complex layouts.

  ### Halfvec Embeddings

  Embedding storage optimized with half-precision vectors, reducing storage costs while maintaining search quality.

  ### Spaces Creation with Emoji

  Create and customize spaces with emoji identifiers in Nova.
</Update>

<Update label="January 8, 2026" tags={["API", "SDK", "Integrations"]}>
  ### Gmail Connector

  New connector to sync Gmail threads into Supermemory. Threads are stored in R2 for reliable processing of large mailboxes.

  ### `supermemory-pipecat` Python Package

  New SDK for Pipecat voice AI pipelines, including Gemini Live speech-to-speech support.

  ### `@supermemory/tools` — Prompt Templates

  Customize how memory context is formatted in AI SDK integrations with the new `promptTemplate` option.

  ### Other

  * **Container tag filters** in list and search endpoints.
  * **Pagination improvements** across the console.
</Update>

<Update label="December 30, 2025" tags={["MCP", "SDK", "API"]}>
  ### MCP 4.0

  Major MCP server update with session configuration, project-aware tools on every init, and backward-compatible 3.0 support. New `context` prompt for automatic user profile injection into AI conversations.

  ### S3 Connector

  New connector to sync documents from Amazon S3 buckets, with console UI for bucket configuration.

  ### Memory Graph Revamp

  Complete rewrite of `@supermemory/memory-graph` with improved visualization and performance.
</Update>

<Update label="December 24, 2025" tags={["SDK"]}>
  ### `@supermemory/tools` — AI SDK v5/v6

  Now supports both Vercel AI SDK v5 and v6 with automatic version detection.

  ### Conversation Support in SDKs

  `supermemory` (TypeScript) and `supermemory-openai-sdk` (Python) now support the conversations API for multi-turn chat with memory.

  ### MemoryBench

  New open-source benchmark suite for evaluating memory systems, with documentation and CLI.
</Update>

<Update label="December 17, 2025" tags={["API"]}>
  ### Hybrid Search Mode

  New `hybrid` search mode in `/v4/search` combining semantic and keyword search for better recall on technical queries.
</Update>

<Update label="December 9, 2025" tags={["API", "Console"]}>
  ### Firecrawl Integration

  Web crawling powered by Firecrawl for more reliable extraction of website content, with fallback support.

  ### Custom GitHub Credentials

  Bring your own GitHub OAuth app credentials for the GitHub connector, enabling private repo access.

  ### API Key Expiration Emails

  API keys now trigger email notifications before expiration.

  ### Connector Sync Logs

  Connection syncs now produce detailed logs visible in the console.
</Update>

<Update label="December 5, 2025" tags={["SDK"]}>
  ### `@supermemory/tools` — Browser API Key Support

  `apiKey` can now be passed via options instead of relying on `process.env`, enabling browser-based usage.
</Update>

<Update label="December 2, 2025" tags={["Console"]}>
  ### Organization Deletion

  Organizations can now be fully deleted from the console, including all associated data.

  ### Billing Page Redesign

  New billing layout with invoicing support and improved usage visibility.

  ### Console Onboarding Improvements

  Streamlined onboarding flow for new users.
</Update>

<Update label="November 17, 2025" tags={["API", "SDK"]}>
  ### Web Crawler Connector

  New connector to crawl and index entire websites with configurable depth and URL patterns.

  ### `@supermemory/memory-graph` Package

  New package for building interactive graph visualizations of memory connections, with a standalone playground.

  ### OpenAI Responses API Support

  `@supermemory/tools` OpenAI integration now supports the Responses API.

  ### `supermemory-openai-sdk` — Python Middleware

  New `withSupermemory` middleware for the Python OpenAI SDK, enabling transparent memory injection into OpenAI API calls.

  ### Browser Extension Webpage Capture

  Chrome extension can now capture full webpage content with markdown conversion.

  ### Bulk Memory Optimization

  Memory creation now uses bulk inserts for significantly faster batch ingestion.
</Update>

<Update label="October 27, 2025" tags={["API", "SDK"]}>
  ### Enhanced Filtering

  New `string_contains` filter type for partial string matching, `ignoreCase` option for case-insensitive operations, and improved negation support. Enhanced SQL injection protection.

  ### `withSupermemory` for OpenAI SDK

  New `withSupermemory` wrapper for the OpenAI TypeScript SDK — transparent memory injection with automatic assistant response capture.

  ### Zapier & n8n Integration Pages

  New integration guides for connecting Supermemory with Zapier and n8n automation workflows.
</Update>

<Update label="October 10, 2025" tags={["SDK", "API", "Console"]}>
  ### `@supermemory/tools` — AI SDK `withSupermemory`

  New `withSupermemory` language model wrapper for Vercel AI SDK that automatically injects memory context and captures assistant responses.

  ### Raycast Extension

  New Raycast extension for quick memory access and addition from the macOS launcher.

  ### User Profiles API

  New `/v4/profile` endpoint for retrieving AI-generated user profiles derived from memory interactions, with container tag scoping.

  ### Other

  * **DOCX support** — Word documents can now be ingested.
  * **Project selection for connectors** — assign Google Drive, Notion, and OneDrive connections to specific projects.
  * **Multiple models in consumer chat** — model switcher with system prompt improvements.
  * **Organization settings** — configure Supermemory behavior (chunking, extraction, memory limits) per org.
</Update>

<Update label="September 17, 2025" tags={["API", "Console"]}>
  ### Forgotten Memories Search

  New `include.forgottenMemories` parameter in v4 search API to search through memories that have been explicitly forgotten or expired.

  ### Enhanced Delete API

  `DELETE /v3/documents/:id` now supports both internal document ID and `customId`.

  ### API Terminology Update

  Renamed "memories" to "documents" for developer clarity. New `/v3/documents/*` endpoints with full backward compatibility via automatic redirects from `/v3/memories/*`.

  ### Console Revamp

  New console design with dark/light mode, org switcher, billing invoices, space selector with search, and memory list with multi-delete.

  ### Other

  * **New filters** — revamped filtering UI in the console.
  * **Onboarding redesign** — new step-based onboarding with code samples.
  * **Configurable chunking** — set chunk size and algorithm per org.
</Update>

<Update label="September 12, 2025" tags={["API", "SDK"]}>
  ### Documentation v2.0

  Complete rewrite with comprehensive API references, cookbook recipes, and production-ready examples for TypeScript, Python, and cURL.

  ### `@supermemory/tools` Package

  New tools package for native Vercel AI SDK and OpenAI integration with memory tools and infinite chat. Plus `openai-python-sdk` for Python middleware.

  ### Batch Add & Bulk Delete

  New `POST /v3/documents/batch` for batch ingestion and `DELETE /v3/documents/bulk` for bulk deletion.

  ### Memory Forgetfulness System

  Full lifecycle management with `forgetAfter` dates and forgotten memory filtering.

  ### Video Uploads

  Video files can now be ingested with automatic content extraction.
</Update>

<Update label="September 1, 2025" tags={["MCP", "Console"]}>
  ### MCP Connection Flow Redesign

  Step-based UI for connecting MCP clients with v1 migration support. One-click install for Cursor.

  ### Claude.ai & t3.chat Extension Support

  Browser extension now integrates directly with Claude.ai and t3.chat for automatic memory search during conversations.

  ### Waitlist Removed

  Supermemory is now open to all users — no more waitlist.
</Update>

<Update label="August 24, 2025" tags={["API", "Console"]}>
  ### New Landing Page & Developer Page

  Redesigned marketing pages with developer-focused content, SEO improvements, and mobile responsiveness.

  ### Direct Webpage Ingestion

  Ingest web content with `<sm-highlight>` tags for targeted extraction.

  ### Usage Limits Dashboard

  Billing usage and limits now visible directly in the console dashboard.

  ### Other

  * **Allow all CORS origins** for easier API integration.
  * **Single `containerTag` in add memory** — simpler API for basic use cases.
  * **Improved MCP project handling** — better project scoping in the MCP server.
</Update>

<Update label="August 16, 2025" tags={["Console"]}>
  ### New Consumer App

  Complete rewrite of the consumer-facing app — new chat experience with slide-out window, masonry memory grid with infinite scroll, PWA support, and mobile-responsive menu bar.

  ### Memory Graph with WebGL

  Graph rendering now uses WebGL for smooth visualization of thousands of memory connections. Search highlights relevant nodes with zoom.

  ### Chat Rewrite

  New chat system with memory-aware conversations, regeneration, copy buttons, and the ability to add memories through chat.

  ### Dynamic Node Relations

  Memory graph now supports `update`, `extend`, and `derive` relation types. Memories can be inferred from multiple parent documents.
</Update>

<Update label="August 12, 2025" tags={["API"]}>
  ### PDF Support for Google Drive

  Google Drive connector now processes PDF files alongside Docs, Sheets, and Slides.

  ### Encrypted Connector Credentials

  Google Drive, OneDrive, and Notion client secrets are now encrypted at rest.

  ### Bulk Memory Delete

  New endpoint for deleting multiple memories at once.

  ### Self-Host Support

  Initial self-hosting support — run Supermemory on your own infrastructure.
</Update>

<Update label="August 1, 2025" tags={["Console", "API"]}>
  ### Console Migrated to Cloudflare

  Console app moved from Vercel to Cloudflare Workers for improved performance and lower latency.

  ### Autumn Payments Integration

  Billing system integrated with Autumn for subscription management, waitlist early access, and usage tracking.

  ### New Developer Dashboard

  Redesigned developer dashboard with API key display in code snippets, limits visualization, and MCP installation instructions.
</Update>

<Update label="July 25, 2025" tags={["Console", "MCP"]}>
  ### Consumer App v0

  First version of the consumer app with chat, memory browsing, project management, and profile view. New consumer-oriented landing page.

  ### MCP → Agents SDK

  MCP server migrated to the Agents SDK architecture for better reliability and project support.

  ### New Billing

  Revamped billing page with upgrade buttons and plan management.
</Update>

<Update label="July 16, 2025" tags={["Console", "API"]}>
  ### Memory Graph Rewrite

  Complete rewrite of the graph visualization — faster rendering, better layout, and interactive exploration.

  ### Onboarding

  New guided onboarding flow for first-time console users.

  ### Notion Webhooks

  Real-time sync for Notion connections via webhook integration.
</Update>

<Update label="July 5, 2025" tags={["Console"]}>
  ### Landing Page Rewrite

  New marketing site with glass UI design, rewritten pricing page, and dedicated MCP page.

  ### Billing Page

  New billing page with upgrade buttons and plan comparison.

  ### PostHog Analytics

  Analytics tracking added across the console and landing page.
</Update>

<Update label="June 21, 2025" tags={["API"]}>
  ### OneDrive Connector

  New connector for syncing OneDrive files with webhook-based real-time updates.

  ### Connectors BYOK

  Bring your own API keys for connector integrations (Google Drive, OneDrive, Notion).

  ### Google Sheets & Slides

  Google Drive connector now supports Sheets and Slides alongside Docs.
</Update>

<Update label="June 12, 2025" tags={["Console", "API"]}>
  ### Console Dashboard

  First version of the dashboard overview page with memory analytics, container tag distribution charts, and usage metrics.

  ### Google Drive Webhooks

  Real-time sync — Google Drive changes are automatically detected and processed.

  ### Sentry Integration

  Error monitoring added across the console and API.
</Update>

<Update label="May 28, 2025" tags={["API", "Console"]}>
  ### Launch-Ready API

  Console reached launchable state with login page improvements, auth fixes, and the first version of the new dashboard with React Query.

  ### Infinite Chat

  Memory Router proxy with automatic context compression for infinite-length conversations with LLMs.

  ### Container Tags in Search

  Filter search results by container tags for scoped memory retrieval.

  ### Google Docs MD Export

  Google Drive connector switched from PDF to Markdown export for better content fidelity.
</Update>

<Update label="May 8, 2025" tags={["API"]}>
  ### API v3

  New `/v3/` endpoints replacing v2 — cleaner routes, updated memory endpoint, and new update/delete operations.

  ### OneDrive Connector

  Initial OneDrive integration for syncing files into Supermemory.

  ### Connections Architecture

  New connection-document relationship model for tracking which connector synced which document.
</Update>

<Update label="April 30, 2025" tags={["API"]}>
  ### Comprehensive API Documentation

  New interactive API references on Mintlify with detailed parameter explanations, response schemas, and bearer auth.

  ### Container Tags System

  Enhanced organizational grouping for better memory isolation and user-scoped content.

  ### Auto Content Type Detection

  Automatic processing of PDFs, images, videos, and web content regardless of URL extensions.
</Update>

<Update label="April 28, 2025" tags={["API"]}>
  ### Google Drive Connector

  New endpoints for programmatic Google Drive integration and file syncing.
</Update>

<Update label="April 25, 2025" tags={["API"]}>
  ### Search Improvements

  * **`documentThreshold` and `chunkThreshold`** — fine-tune search sensitivity.
  * **`docId` parameter** — search within specific large documents.
  * **`onlyMatchingChunks`** — precise result filtering.
  * **`endUserId` filtering** — scope search to specific users.
  * **Reranking** — improved result quality with a reranking step.
</Update>

<Update label="April 22, 2025" tags={["API", "MCP"]}>
  ### Supermemory MCP Server

  First version of the MCP server for AI model integrations.

  ### Personalisation

  AI-generated personalization based on user memory patterns.

  ### List Memories Endpoint

  First version of the list memories API with pagination.
</Update>

<Update label="April 14, 2025" tags={["API"]}>
  ### Team API

  Organization invites and user management endpoints.

  ### Analytics API

  Hourly analytics tracking with detailed usage metrics.

  ### Content Processing Pipeline

  New ingestion workflow with status tracking: `queued` → `extracting` → `chunking` → `embedding` → `done`.
</Update>

<Update label="March 27, 2025" tags={["API"]}>
  ### Connections System

  First version of the connectors architecture — sync external data sources into Supermemory.

  ### Tag-Based Filtering

  Filter memories by tags in search and list operations.

  ### Advanced Analytics

  Request tracking, error counts, and usage metrics per organization.
</Update>

<Update label="March 18, 2025" tags={["API"]}>
  ### Supermemory API v2

  The platform begins — Cloudflare Workers API with auth, ingestion workflows, vector search, and organization support. Built on Hono, Drizzle ORM, and Cloudflare D1/Hyperdrive.
</Update>

<Update label="January 20, 2025" tags={["Console"]}>
  ### Supermemory v2 Release

  Major release of the consumer web app with new import tools (CSV, Markdown/Obsidian), improved hybrid search with date relevancy, batch delete, and space management (edit/delete names).

  ### Docs Site Launch

  First version of the documentation site with API reference, getting started guide, and pricing page.
</Update>

<Update label="August 16, 2024" tags={["Console"]}>
  ### Supermemory v1 — Major Update

  New consumer app version with canvas/note editor, text-to-speech on AI answers, PWA support, improved Telegram bot with Markdown, and memory queue processing. Extension gets drag-and-dismiss features.
</Update>

<Update label="July 21, 2024" tags={["Console"]}>
  ### ProductHunt Launch

  Supermemory launches on ProductHunt. Features at launch: shareable spaces, Twitter thread import, AI chat with citations, onboarding flow, recommended items, chat history, and keyboard shortcuts.
</Update>

<Update label="June 23, 2024" tags={["Console"]}>
  ### Multi-Turn Chat & Canvas

  Added multi-turn conversations, canvas with drag-and-drop, Telegram bot, vector lookup 2x speedup, and the first version of the Chrome extension.
</Update>

<Update label="May 18, 2024" tags={["API"]}>
  ### Backend Rewrite to Hono

  Backend migrated from Next.js API routes to Hono on Cloudflare Workers. Landing page redesign, browser rendering for web content extraction.
</Update>

<Update label="April 11, 2024" tags={["Console"]}>
  ### Supermemory v1 Launch

  First public release — spaces, chat with AI, Twitter bookmarks import, Chrome extension with save-from-page, notes editor, and search across all saved content.
</Update>

<Update label="February 21, 2024" tags={["Console"]}>
  ### Supermemory is Born

  Initial monorepo setup with auth, Chrome extension, AI chat with citations using OpenAI embeddings, and the first version of the web app.
</Update>