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MCP server that routes Q&A across all your projects — locally or over SSH. Part of the FleetQ ecosystem.

Project description

Harbormaster

One MCP server, many projects, one operator console. Local + SSH + observability + budgets — without changing directory.

PyPI License: MIT Status

Harbormaster is an MCP server that routes Q&A and delegations across every project on your machine — and across SSH-reachable hosts — without making you cd between them. Each target project's subagent loads its own CLAUDE.md / Serena memories, answers, and returns a summary back to the calling session.

It also ships a local web dashboard for the operator: a project grid with KPIs, an inter-project network graph, a live dispatcher trace waterfall, a memory editor for CLAUDE.md and .serena/memories/*.md, multi-axis budgets (per-host, per-tool, per-project), and a light/dark theme.

Part of the FleetQ ecosystem. Standalone OSS works fully without FleetQ; FleetQ Bridge integration is purely additive.


What it does

You work across many projects, each with its own CLAUDE.md and Serena memories. Switching cwd loses context. Harbormaster lets one Claude Code (or Codex) session ask any project a question without changing directory — the project's subagent loads its own memory, answers, and returns a summary.

Eight MCP tools cover the day-to-day flow: list projects and hosts, inspect project status, ask a single project, fan out to many, recall prior Q&A, walk the inter-project dependency graph. Optional SSH fan-out targets remote VPS hosts. Optional FleetQ adapter exposes Harbormaster as a first-class Bridge daemon (Platform Tool, A2A Agent Cards, federated KnowledgeGraph).

The companion web UI turns the same MCP server into a local operator console: dashboards, trace waterfall, network graph, memory editor.


Quick start

Install with the [ui] extra so you also get the operator dashboard:

uvx --prerelease=allow 'harbormaster-mcp[ui]' --version
# or with pipx:
pipx install --pip-args='--pre' 'harbormaster-mcp[ui]'

Register in Claude Code:

claude mcp add --scope user harbormaster harbormaster-mcp

Or in Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "harbormaster": {
      "command": "/opt/homebrew/bin/harbormaster-mcp",
      "env": {}
    }
  }
}

Run the operator UI alongside (separate process — both read the same TOML config so projects discovered by one are visible to the other):

export HARBORMASTER_UI_TOKEN=$(python -c 'import secrets; print(secrets.token_urlsafe(32))')
harbormaster-ui --port 7531
# then open http://127.0.0.1:7531/ — paste the token at the prompt

Zero-config by default: Harbormaster auto-discovers projects under ~/htdocs/* if it exists. For any other layout, see Configuration.


Tools

Eight MCP tools, all optionally targetable at a remote host via host="<label>".

Tool Purpose Cost
list_projects(host=None) Enumerate configured projects (local) or remote dir listing (SSH). ~50 ms / ~1 s
list_hosts() Configured [hosts] plus ~/.ssh/config Host aliases. ~5 ms
project_status(name, host=None) Git log, Serena memory list, log tails. ~200 ms / ~2 s
ask_project(name, question, max_turns=5, host=None) Spawn claude -p (or configured backend) in project cwd, return ≤ 800-word summary. ~30 s / ~90 s
delegate_task(name, task, deliverable, allow_writes=False, host=None) Read-only delegation (writes fail closed by default). ~60 s / ~90 s
fan_out_ask(question, project_filter=None, host_filter=None, max_concurrency=5, max_turns=3) Parallel multi-project Q&A; one section per target. ~max_turns × backend_time × ⌈targets / max_concurrency⌉
recall_qa(question, top_k=5, host=None, project=None, min_similarity=0.6) Semantic recall over prior Q&A answers. Opt-in via [history] enabled = true. ~50 ms (FTS5) / ~150 ms (vec, after warm-up)
project_graph(format="json", include_dev_deps=False, transitive=False) Cross-project dependency graph from manifest parsing. Returns nodes + edges + optional Mermaid markup. ~100 ms / ~10 ms cached

Full design notes for each tool live in docs/architecture-harbormaster.md.


UI overview

The companion dashboard (harbormaster-ui --port 7531) is a local-first operator console. All surfaces speak the same SSE event stream that powers the MCP transport, so what you see in the UI matches what your MCP clients see.

  • Dashboard (/) — KPI strip across the top (in-flight calls, completed, failed, today's budget headroom, tightest cap), project grid with framework / git / Serena / CLAUDE.md badges, Plugins / Auto-reembed / Recent Q&A panels, sidebar with grouped projects + pinned + ignored.
  • Project page (/projects/<name>) — per-project status, Recent Q&A history (live-updates as streamed answers complete), inline ask / delegate / fan-out forms, memories list. Tab system splits the surface into Status / Memory / Activity for fast switching.
  • Network (/network) — inter-project call graph rendered with a vendored Cytoscape build. Edge weights track real Harbormaster MCP calls (caller → target). Filters by host / project / tool / window; switchable graph / chat list view; SSE-driven live append. Aggregate stats at /api/network/stats?window=….
  • Dispatcher trace (/dispatcher) — live in-flight spans + last-100 completed spans rendered as a waterfall with parent / child nesting. Each span exposes tool, project, host, duration, and (where the backend emits it) tool-call sub-spans for the model's own tool use. Real backend token usage in the SSE usage event.
  • Memories editor — read / edit allowlisted files (per-project CLAUDE.md + .serena/memories/*.md) with bleach-sanitised live markdown preview, last-20-revisions history, side-by-side HTML diff, Cmd+Z undo / redo, and an optional tag chip editor.
  • Cmd-K command palette — bigram fuzzy-matched action launcher; shareable URLs via ?q= pre-fill; pulls actions from a single catalog so every page surface adds itself for free.
  • Light / dark theme toggle — auto / light / dark, OKLCH semantic colour tokens, no flash on reload.

Operator-facing reference: docs/operator-guide.md.


Configuration

Zero-config by default. For any other layout, drop a TOML file at ~/.config/harbormaster/config.toml:

[projects]
glob = ["~/code/*", "~/work/*"]
exclude = ["**/node_modules/**", "**/vendor/**"]

[hosts.friday]
ssh_host = "katsarov-server.local"
remote_htdocs = "~/htdocs"

[hosts.hetzner-1]
ssh_host = "hetzner-1.example.com"
remote_htdocs = "/var/www"

# Optional — opt in to Q&A history / recall
[history]
enabled = true

# Optional — daily call budgets
[budget]
daily_call_budget_per_tool = { ask_project = 200, delegate_task = 50 }

A per-project override at ./.harbormaster.toml in your cwd takes precedence over the user-level config. Validate at any time with:

harbormaster-mcp config check

Full schema (every section, key, type, default, valid range): docs/operator-config-reference.md.


Backends

Harbormaster's backend abstraction is a Protocol; the project ships two first-party implementations:

Backend Default for Notes
claude (claude -p) [backends.default] The reference backend. Per-token streaming, real backend-reported token usage in the SSE usage event, tool_use sub-span instrumentation.
codex (Codex CLI) opt-in via [backends.codex] Token instrumentation parity (v12.0.0a1). Tool-use sub-span instrumentation parity (v17.0.0a2). Same ask / delegate / fan-out surface.

Switching a project's backend is a TOML edit — no code changes. SSH hosts each carry their own backend setting (backend = "codex" on the host block) so you can mix backends across the fleet.

Pre-flight on each remote host: install the backend's CLI, authenticate once, ensure project paths exist with their CLAUDE.md / .serena/ in place, and confirm passwordless SSH from your machine (BatchMode=yes is enforced by Harbormaster).


FleetQ Bridge integration (optional)

Install with the [fleetq] extra and Harbormaster registers itself as a Bridge daemon, advertises its MCP tools as Platform Tools, publishes an A2A Agent Card per project, and writes back semantic triples to the federated KnowledgeGraph:

pipx install 'harbormaster-mcp[ui,fleetq]'
[fleetq]
enabled = true
register_as_bridge = true
base_url = "https://app.fleetq.net"
api_token_env = "FLEETQ_API_TOKEN"
heartbeat_interval = 30
export FLEETQ_API_TOKEN=...
harbormaster-mcp

Harbormaster shows up in the FleetQ Connections UI as harbormaster on <hostname>. Reverse-tunnel calls flow from FleetQ → Bridge → Harbormaster transparently with text/event-stream forwarding (X-Accel-Buffering: no so reverse proxies don't buffer).

Discovered contract reference: docs/fleetq-bridge-contract.md.


Versioning

Harbormaster ships on a proven alpha-cadence: each major (vN.0.0) is preceded by a sequence of vN.0.0aK alpha tags, every alpha is a PyPI-published release, and the GA tag vN.0.0 is a no-code promotion plus a cumulative retro doc.

The cadence has shipped GA 18 times (v1 through v18) without a single forced rollback. Current head: v19.0.0a1.

Every behaviour change lands in one alpha and shows up in CHANGELOG.md under the corresponding major release. Per-major retros under docs/sprint-retro-harbormaster-v*.md are the source-of-truth narrative if you want the why behind a change.

PyPI publishing is automated via Trusted Publishing (OIDC) — no API tokens in the repo. Tag-pushes to v* trigger the publish workflow.


Pre-commit hooks

Two repo-local hooks ship in .pre-commit-config.yaml:

  • harbormaster-config-check — validates examples/harbormaster.toml against the TOML schema. Fails the commit on any schema error.
  • harbormaster-config-doc-parity — fails the commit if a Pydantic field is added to src/harbormaster/config.py without a matching mention in docs/operator-config-reference.md. On failure, the hook emits a copy-paste-ready markdown stanza so adding the missing doc takes seconds.

Install once:

uv sync --extra dev
bash scripts/post_sync_install_hooks.sh

Or with a system / pipx pre-commit: pipx install pre-commit && pre-commit install.


Contributing

Harbormaster is primarily a single-operator tool. Pull requests are welcome when they fit the alpha-per-feature cadence:

  1. One feature per branch — feat/v<N>.<P>-<phase-name>.
  2. Tests + mypy --strict + ruff clean before requesting review.
  3. Update docs/operator-config-reference.md for any new config field (the doc-parity hook will tell you).
  4. Keep changes additive when possible — Harbormaster's invariant is zero breaking changes per release line.

Operator workflows and deployment scenarios are documented in docs/operator-guide.md.


Lineage

Harbormaster v1.0 grew out of project-router-mcp v0.1 (2026-05-08). v0.1 git history is preserved on this repository — the v0.1 single-file server lived at src/server.py in commits prior to the v1.0 scaffolding refactor.


License

MIT — see LICENSE.

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