AgentPrizm launched AgentMemory and AgentSkills on July 9, 2026, a hosted platform that gives AI coding agents persistent, auditable memory and a marketplace of reusable, governed procedures. It targets the gap that frustrates anyone building with agents: a fresh session forgets everything the last one learned.
How to Integrate This
AgentPrizm is Model Context Protocol native, so you wire it in the same way you add any MCP server to Claude Code, Cursor, or Claude Desktop: drop the config block into your client, and your agent gains a memory layer plus skill discovery. AgentMemory extracts facts from each interaction and lets the agent recall them later; AgentSkills lets you publish a versioned SKILL.md once and have agents find it by intent. If you have already wired agent skills through MCP, the setup will feel familiar.
Why It Matters for Builders
Most agent memory tools store text and hope the retrieval is right. AgentPrizm attaches a confidence score and a validity window to every fact, resolves contradictions, and returns an audit receipt showing which memories were matched. That turns memory from a black box into something you can inspect when an agent gives a wrong answer. Paired with an MCP server you deploy yourself, it gives a multi-session build pipeline a recall layer you can actually debug.
Key Details
Two products. AgentMemory is the recall layer (facts, confidence, validity windows, hybrid semantic-plus-keyword search). AgentSkills is a governed marketplace for reusable procedures with versioning, lineage tracking, and secret filtering before anything is shared.
Access. REST API at language-agnostic HTTP endpoints, plus MCP config for Claude Code, Cursor, Claude Desktop, and any MCP-capable agent. Governance includes per-user, per-org, and per-agent container isolation and a one-call right-to-forget delete.
Pricing. A free Hobby tier covers 10,000 memories and 4,500 recalls per month with no credit card. Paid plans start at $16 per month and scale to 1 million memories, per the published pricing. The company noted in its launch announcement that a source-available version is planned.
What to Do Next
Start on the free tier, add the MCP block to your Claude Code or Cursor config, and point one long-running project at it to see whether cross-session recall changes how the agent behaves. Read the setup steps in the AgentPrizm docs before wiring it into anything you ship.
