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Stele

Shared knowledge-graph memory that Claude Code, Cursor, Codex and other agents all read before acting and write back to

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freemiumFree forever: unlimited public projects, 1 private project, unlimited members on public and 2 on private, full text and semantic search with RAG, assistant 250 turns/mo (up to 40/day), local MCP plugin with hooks and SDK, full version history, community support. Pro $12/mo: unlimited private projects, 5 members per private project, hosted MCP with no local server, 1,500 assistant turns/mo, monthly agent-run knowledge review, custom domain, email support. Team $20/user/mo: unlimited members and projects, 5,000 pooled assistant turns/mo, biweekly knowledge review, roles and audit log, cross-project search, dedicated support. Enterprise custom. SSO and self-hosting are add-ons from Team upward. Invite-only beta as of July 2026.View full pricing →

Visit Stele

https://stele-ai.dev

About Stele

Stele is a shared project memory that every AI coding agent on a project reads before it acts and writes back to as it learns. It is a live ledger rather than a passive log — decisions, lessons, risks, and open tasks in one record, surfaced at the moment a change would repeat a past mistake. Three ideas hold it together. First, one living memory: architectural decisions and hard-won lessons live in the record, not in someone's head or a stale markdown file. Second, work the whole team can see: tasks belong to the project rather than a person, and agents claim them atomically so two sessions never start the same work, while a human operator can pick up the open queue and run it end to end. Third, continuity across tools: plan with one agent, build with another, switch when a quota fills, and Claude Code, Cursor, Codex, Antigravity, Copilot, OpenCode, Grok, and Kimi Code CLI all read the same knowledge graph — so the project's memory belongs to the team, not to whichever vendor you were using that week. Setup is three commands: one line installs the CLI, you sign in with your invited email, and you run /stele:start once inside your agent to wire it into the project and build the first record. After that it is automatic — you keep prompting exactly as you did before. It is invite-only beta as of July 2026, with a waitlist, and runs on macOS, Linux, and Windows from a single binary.

Key Features

Shared knowledge graph of decisions, lessons, risks, and tasks
Surfaces relevant context before a change repeats a past mistake
Atomic task claiming so two agent sessions never duplicate work
Works across Claude Code, Cursor, Codex, Antigravity, Copilot, OpenCode, Grok, and Kimi Code CLI
Three-command setup, then fully automatic
Full-text and semantic search with RAG on every tier
Scheduled knowledge review where an agent gardens the graph
Single binary for macOS, Linux, and Windows

Stele Pros & Cons

Pros

  • +Free tier is genuinely usable — unlimited public projects with full semantic search
  • +$12/mo Pro is cheap for what it does
  • +Broad agent-host support rather than one-vendor lock-in
  • +Atomic task claiming is a real fix for parallel-agent collisions

⚠️ Cons

  • Invite-only beta with a waitlist as of July 2026
  • Only 1 private project on free
  • SSO and self-hosting are paid add-ons from Team up
  • Assistant turn limits are modest on the lower tiers

Who Is Stele Best For?

👤Teams running several coding agents across one codebase
👤Developers who switch agent tools when quotas run out
👤Projects where architectural decisions keep getting relitigated

Tags

agent memoryknowledge graphcoding agentsmcptask managementclaude codecursor
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