---
title: "Changelog"
sidebarTitle: "Supermemory"
description: "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>
