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Hyperspell: Memory for AI Agents

API that gives AI agents long-term memory and context across all of your tools.

Conor Brennan-Burke
Hyperspell
https://hyperspell.com
#b2b#infrastructure#developer_tools#machine_learning#artificial_intelligence

TL;DR

Hyperspell is an API that gives AI agents memory and context across tools like Slack, Gmail, Notion, and Drive. It solves the problem of stateless agents by letting them recall, reason, and learn from every interaction. Developers use Hyperspell to power AI agents that deliver smarter, more consistent results over time.

🎬 Watch our launch video: https://youtu.be/t6ji-n9qHYo?si=rALHJ2KaTiAieEvq

Hey everyone! We’re Conor and Manu, co-founders of Hyperspell (YC F25).

We built Hyperspell to solve a major limitation we faced while creating our own workplace agent. AI systems forget everything between runs. Without memory, agents cannot understand context, learn from past interactions, or build continuity with users.

❌ The Problem

AI agents today are stateless. They lose context after every conversation and have no awareness of your company’s knowledge, messages, or history. This makes them repetitive, shallow, and expensive to maintain. Teams that try to fix this end up rebuilding their own context layer from scratch, which is slow, fragile, and hard to scale.

✨ Our Solution

Hyperspell gives AI agents long-term memory and personalized context through a simple API.

It connects directly to your company’s tools, handles data ingestion and permissioning, and lets agents recall, reason, and learn over time.

This means developers can build AI agents that retain context, deliver accurate answers, and evolve with every interaction.


⚙️ Features

  • Connectors: Google Drive, Gmail, Google Calendar, Slack, Box, Notion, and more
  • MCP-Compatible: Turn any app into a semantically searchable MCP server
  • SDKs: Python and TypeScript SDKs for fast integration
  • Multi-Tenancy: OAuth2-based user-level integration with secure data boundaries
  • File Handling: Supports DOCX, PDF, PPTX, XLSX, CSV, HTML, and TXT
  • Performance: Low-latency recall and reasoning across millions of documents
  • Security: Per-user data isolation and access controls

🙏 Our Asks

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