Honcho Bridge

Honcho Bridge gives your coding assistants access to the same user memory while keeping unrelated projects in their assigned workspaces. A private configuration file chooses the account, workspace, user peer, credentials, and local paths. No daemon, per-project MCP server, or hardcoded personal identity is required.

Early source release. Install from a checkout on Linux or macOS with Node 24+ and Python 3.11+. The installer configures both Codex and Claude Code. There is no published npm installer or standalone honcho-bridge command yet. This is an independent community project, not an official Honcho, OpenAI, or Anthropic product.

What it does

• One destination per conversation. Routes stay fixed when you resume a chat or change directories. Start a new conversation to switch memory areas.

• Project-aware routing. Directory rules, registered Git remotes, and shared Git directories identify repositories and worktrees. Conflicting rules stop access.

• Shared user memory across clients. Codex and Claude use the profile's user peer and retain distinct assistant peers.

• Visible delivery state. Public conversation messages are captured locally; pending and uncertain writes remain visible. Receipt checks prevent blind retries.

• Configuration you own. Identity, credentials, state, routing, and client paths live outside the checkout. Installation supports a preview, backups, and rollback.

flowchart LR
    A[Codex hooks + MCP] --> B[Honcho Bridge]
    C[Claude Code hooks + MCP] --> B
    D[Private profile configuration] --> B
    B <--> E[(Local route and receipt ledger)]
    B --> F[Assigned Honcho workspace]

Related MCP server: agent-mem0

Get started

Clone into a directory you can keep: installed clients point to this checkout.

git clone https://github.com/erhuz/honcho-bridge.git
cd honcho-bridge
python3 -m venv .venv
. .venv/bin/activate
python3 -m pip install -r requirements.txt
npm ci --ignore-scripts
npm run check

Then follow the installation guide to create your private registry and credential file, preview client changes, and verify a paused installation before enabling uploads. For assisted setup, give your LLM skills/honcho-setup/SKILL.md.

Already configured? Read upgrading and rollback. The configuration reference covers multiple profiles, custom client locations, and legacy recovery paths.

Know where your data goes

The bridge sends captured public user and assistant messages to the configured Honcho endpoint when uploads are enabled. Private reasoning, tool output, and recognized injected instructions are excluded. Redaction is best effort; avoid putting secrets in conversation text. The local SQLite ledger also holds private conversation data, and pause stops uploads while local capture continues.

New ledgers start paused. Every MCP tool call requires the route ID supplied by the current conversation hook. A missing credential or changed profile identity stops that area's access; the bridge does not switch accounts to recover.

This is a single-OS-user tool. Route IDs prevent accidental selection errors; they are not authorization tokens against other processes running as your user. Read the security model and reporting policy.

Daily use

Run from the checkout with the same registry used by your clients:

node src/cli.mjs --config ~/.config/honcho/profiles.json status
node src/cli.mjs --config ~/.config/honcho/profiles.json resolve ~/repos/my-project
node src/cli.mjs --config ~/.config/honcho/profiles.json pause
node src/cli.mjs --config ~/.config/honcho/profiles.json enable

doctor reads the configured Honcho workspaces. flush retries eligible pending messages and checks uncertain receipts. Historical inventory and recover are separate maintenance operations, not part of normal setup.

Project status

The current source release includes the shared runtime, 16 MCP tools, client hooks, configurable routing, and a Python installer. The CI workflow is configured to test Linux/macOS with Node 24/26; check actual workflow runs for results. Local tests do not certify a particular desktop client version.

A packaged Node-only installer, configuration commands, and schema v2 are planned, not available. PLAN.md and SPEC.md describe that future work. Release preparation lists the remaining checks before tagging an alpha.

Bug reports and contributions are welcome. Include versions and sanitized reproduction steps; never attach keys, transcripts, or ledger files. See CONTRIBUTING.md.

License and attribution

Original code is MIT licensed. The vendored Claude Honcho adapter is copyright Plastic Labs and retains its MIT license and source provenance. See third-party notices.