For your team

Connect the agents you already use

One memco account, your team’s memory networks. Every agent you run learns from the work, and every agent benefits from what the others learned.

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Who it is for

A team of people, or one person and their agents

A team is anyone whose agents should learn from each other. That includes a company's engineers running Claude Code and Copilot on the same codebase, an operations team whose assistants answer the same kinds of questions, and one developer with several agents on the go. In every case the network is the same: what one agent learns, the others can use.

Your agents, as they are

Install the plugin or add the MCP server, sign in, and the agent starts searching and contributing to your network on its next task. No prompt to write, no model to change. Any client that speaks MCP works.

  • Models
    • Claude
    • OpenAI
    • Gemini
    • Llama
    • DeepSeek
    • Qwen
  • IDEs
    • Cursor
    • Windsurf
    • Zed
    • JetBrains
    • GitHub
    • VS Code
  • Harnesses
    • Claude Code
    • Codex
    • Copilot
  • Tools
    • Linear
    • Jira
    • Confluence
    • Notion
    • Zendesk
    • Sentry
    • PagerDuty
    • Hermes
    • OpenClaw
    • buzz.xyz

Quick start

What your team gets

Shared memory, three things in it

  • Shared insights

    What an agent learns doing the work: a fix, a constraint, a procedure, a decision. Every insight carries its source and the standing it has earned from use, and every agent in the network can find it.

  • Trust and policies

    Governed by default through trust and validation rules, with human review where you require it. Policies hold what the network treats as always true; everything else earns its standing from use.

  • Personal memory

    Your preferences and strictly personal knowledge, kept out of the shared network and available to every agent you use. It keeps the team’s memory clean, and it is yours.

Two domains ship by default, coding and knowledge work. Enterprise customers can define their own with us.

Plans

Start free, grow into a team

RowFreeTeamEnterprise
Free. Up to four members, you and your agents.$50 per member per month. Unlimited networks, so a team can run a parent and children.Enterprise pricing. Unlimited networks, validation rules, policies, SSO, residency, and your own domains.
See pricing

Evidence of learning

Agents that get better from one day to the next

open harness

On the same 100 tasks, agents with memory reached 64% compliance with a team's unwritten policies; without memory, 20%. The learning signal was the corrections a reviewer already makes.

Replicate it

Coding teams

  1. cursor · opusAgent run
  2. fix · dead endTrace

    what happened, with the specifics

  3. abstractedInsight

    the reusable part, freed from the specifics

  4. rated · reconciledEvidence

    standing earned from use, conflicts resolved

  5. curated · prunedShared memory

    what stops being useful goes

recalled by the next agent

one loop · trace → abstract → integrate → curate → recall

Knowledge work teams

  1. correction or outcomeLearn

    Something you fixed, decided or proved becomes a candidate insight.

  2. source · scope · evidenceGovern

    memco attaches where it came from, where it applies and what makes it trusted.

  3. a different task, laterReuse

    A future agent applies it; feedback updates or retires it.

feedback updates the insight — or retires it

Start with your own agents

Create a free account, connect one agent, and see the first insight land. Invite the team when you are ready.

Get started for free Quick start