passoff
Enables handoff of context between Windsurf (by Codeium) and other AI coding agents via structured markdown handoffs with provenance tracking.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@passoffhand off my current context to Cursor for UI work"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Passoff
Pass the baton between AI coding agents — without losing the thread.
Memory tools store everything. Passoff marks the moments that matter. One command to hand off context between Claude Code, Cursor, Codex, Windsurf, and any MCP client — with full provenance of which AI sent what to whom.
Why
Local-first. SQLite at
~/.passoff/db.sqlite. No cloud, no accounts, no API keys, no telemetry.Provenance built in. Every handoff records
from_client,from_model,to_client, timestamps. The MCP protocol stamps the client name — the AI can't lie about which tool wrote it.Lineage built in. Handoffs reference parents, forming a traceable chain across multiple AIs and sessions.
One job. Handoffs. Not memory, not orchestration, not a dashboard.
30-second demo
In Claude Code, finishing a feature:
You:
/passoff — switching to Cursor for the UI workClaude writes a structured markdown handoff, returns
{ id: "ph_aB3x9K" }.
Open Cursor, start a new chat:
You:
/passoff-loadCursor calls
passoff_load({ latest: true }), gets the markdown, and resumes mid-thought.
Trace the chain later:
$ passoff thread ph_GuqtDKDO
o ph_Mo12sReh Refactor auth middleware
| claude-code -> cursor [loaded]
|
* ph_GuqtDKDO Wired auth into login
| cursor -> codex [loaded]
|
o ph_T0s2ZQvD Fixed login tests
codex [open]Install
npm i -g passoffRequires Node 20+.
Or run from source:
git clone https://github.com/TheMrGU/passoff && cd passoff
npm install && npm run build
node dist/index.js --helpOne-shot setup
If the repo is checked out locally, this wires Passoff into every supported client in one step:
npm run setupIt runs npm install + npm run build, registers the MCP server with Claude Code (via claude mcp add if installed), writes/merges ~/.cursor/mcp.json, ~/.codeium/windsurf/mcp_config.json, ~/.codex/config.toml, and installs the slash-command templates. Restart each AI client afterward.
Wire it into your MCP client manually
Claude Code
claude mcp add passoff -- npx -y passoff serveCursor — ~/.cursor/mcp.json (or .cursor/mcp.json in a project)
{
"mcpServers": {
"passoff": { "command": "npx", "args": ["-y", "passoff", "serve"] }
}
}Codex — ~/.codex/config.toml
[mcp_servers.passoff]
command = "npx"
args = ["-y", "passoff", "serve"]Install Codex-native slash commands:
passoff install --client codexThis registers /passoff:create, /passoff:load, /passoff:list, and /passoff:search as a local Codex plugin.
Windsurf, others
Same stdio command pair — see docs/clients.md.
Slash commands
After passoff install, every supported client gets the same four commands (Codex uses /passoff:create etc.; Claude Code and Cursor use /passoff, /passoff-load, /passoff-list, /passoff-search).
Command | What it does |
| Outgoing AI writes a structured handoff and returns its id |
| Incoming AI loads the most recent active handoff (or one by id) |
| Browse recent handoffs in the current project |
| Full-text search across handoffs |
MCP tools
Tool | Purpose |
| Outgoing AI writes a structured handoff |
| Incoming AI loads by |
| Browse handoffs in a project (metadata only) |
| Full-text search across handoffs (FTS5) |
| Show the lineage chain of a handoff |
Operator CLI
passoff serve # run MCP server (stdio) — invoked by clients
passoff list [--project X] # recent handoffs table
passoff show <id> # full markdown + metadata
passoff thread <id> # lineage tree
passoff archive <id> # mark archived
passoff delete <id> # hard delete (confirms)
passoff clear [--project X] # archive all open in a project (confirms)
passoff doctor # DB path, version, row counts, MCP config hints
passoff install # install Claude/Cursor/Codex command templates
passoff uninstall # remove installed command templatesStorage & scoping
DB location:
~/.passoff/db.sqlite(override withPASSOFF_DB_PATH).Project scoping: derived from
PASSOFF_PROJECT_ROOT, else the nearest.gitdirectory, elsecwd. Slug is<dir>-<6char hash>so twoapi/directories never collide.No telemetry. No network calls. Open the DB in any SQLite browser.
Passoff vs shared-memory tools
Both have a place. They solve different problems.
Passoff | Shared memory tool | |
Primitive | Discrete, deliberate handoff event | Always-on memory pool |
Trigger | You type | Implicit, every prompt |
What the next AI sees | Exactly what the previous AI chose to pass | Whatever retrieval surfaced |
Provenance | Built into the row (client, model, parent) | Bolt-on metadata |
Cleanup | Archive or delete a handoff atom | Chase down embeddings |
Best for | Switching tools mid-thought; tracing decisions | Recalling "what did we do six weeks ago" |
Memory tools answer "what might be relevant?". Passoff answers "here is exactly what to load next."
Full positioning: docs/design.md.
FAQ
Where does my data live?
A single SQLite file at ~/.passoff/db.sqlite. Open it with any SQLite browser. There is no cloud component.
Does Passoff send anything over the network? No. The MCP server is stdio-only. The CLI does not phone home. The setup script writes local config files only.
Can two projects share the same DB? Yes — every handoff is scoped to a project slug. The DB is global; the views are per-project by default.
Can two AIs collide on the same handoff?
No. Loading flips status open → loaded and stamps to_client, but the row is re-loadable across sessions until you archive it.
Can I use it with [some other MCP client]? If the client speaks MCP over stdio, yes — wire it the same way. See docs/clients.md.
Why not just paste the conversation?
Three reasons: (1) the receiving AI gets exactly what you chose to pass, not the noise; (2) the row is auditable — from_client, from_model, timestamp; (3) lineage threads across multi-step workflows.
Status
Alpha. APIs and storage shape may shift before 1.0. The DB self-migrates additively, but expect occasional churn. Filing issues and PRs is welcome — see below.
Contributing
See CONTRIBUTING.md. TL;DR: npm install && npm test, keep PRs focused, don't bundle a memory layer or an orchestrator into Passoff.
License
MIT — see LICENSE.
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