Jakob Wennberg b643e6ce64 perf(mcp): demote ten unused catalog reads, reclaiming 3 763 tokens of budget (#2089)
* perf(mcp): demote ten unused catalog reads, reclaiming 3 763 tokens of budget

The tools/list payload bench sat about 20 tokens under its 65 000 ceiling, so
the next tool or field anyone added failed CI. That is not hypothetical: it
already cost the agent-briefing field in #2079, which was built and then
removed for want of roughly 85 tokens.

The bench's own comments deferred the fix twice, in the same words both times:
picking which read to demote needs prod usage data, not a guess inside an
unrelated PR, so do the demotion as its own change and ratchet the ceiling back
down. This is that change.

Selection is from 60 days of mcp.tool_called: default-catalog READ tools with
25 or fewer calls, excluding anything named in RECOMMENDED_WORKFLOW_LOADOUTS.
Ten qualified. Measured 65 046 -> 61 283, ceiling ratcheted to 61 600.

Usage data is necessary but not sufficient, and three classes were kept in the
catalog despite low counts:

- gnubok_call_tool, which IS the search-only bridge.
- the connect_* onboarding tools and gnubok_lookup_company. A fresh agent has
  not learned to search yet, which is exactly why #1936 put them in the catalog.
- every arsredovisning, dispositioner, depreciation and accrual PROPOSAL tool.
  A 60-day window ending in August cannot see bokslut season: most Swedish
  companies close on 31 December and do the work January to June, so summer
  counts understate these to near zero. Demoting them would hide the year-end
  flow precisely when it is needed.

Widget tools are a hard exclusion, and I found that by tripping over it:
gnubok_receipt_matcher and gnubok_vat_review_widget were demoted in a first
pass and their own suites failed. A widget is rendered from the _meta.ui it
publishes in tools/list, so search-only leaves it callable but unrenderable.
Both are back in the catalog, and a general invariant now holds the rule for
every widget tool added later, verified by demoting one and watching it fail.

Only READ tools are demotable at all: gnubok_call_tool refuses writes, so a
search-only WRITE is uncallable on Claude.ai. Demoted reads stay callable
through the bridge; they are no longer listed up front.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* docs: code-span the connect_* identifier in DECISIONS

A bare asterisk opens an emphasis span in Markdown.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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Accounted

Open-source Swedish accounting software for sole traders (enskild firma) and limited companies (aktiebolag). Double-entry bookkeeping that complies with Swedish accounting law, built to be operated by you or by your AI agent.

License: AGPL-3.0-or-later Core Build pg-real tests Docker

Website · Hosted app · Documentation

Why Accounted?

Compliant by construction. Accounted implements double-entry bookkeeping under Swedish accounting law (Bokföringslagen). Voucher immutability, sequential voucher numbering, period locks, and 7-year document retention are enforced by database triggers, not by convention. Corrections are made the legal way, with reversal entries (storno), never by editing history. See ARCHITECTURE.md for how.

Agent-native. The full bookkeeping engine is exposed as 150+ MCP (Model Context Protocol) tools with scoped API keys or OAuth, so an AI agent can do the books in Accounted: categorize transactions, draft vouchers, reconcile periods, and prepare declarations. Posting is staged for human approval, so the agent proposes and you decide.

Yours to run. AGPL-3.0 licensed and fully self-hostable with Docker and Supabase. Use the hosted version at app.gnubok.se or run your own.

Features

  • Double-entry bookkeeping -- BAS 2026 chart of accounts, draft/commit workflow, sequential voucher numbering
  • Invoicing -- Create, send, and track invoices with mixed VAT rates and PDF generation
  • Bank reconciliation -- PSD2 bank connection via Enable Banking, 4-pass automatic matching
  • VAT declaration -- SKV 4700 form mapping, per-rate breakdown, EU/export handling
  • Tax reports -- NE-bilaga, INK2, SRU export for Skatteverket
  • Payroll -- Salary runs, payslips, and AGI (arbetsgivardeklaration) employer declarations
  • Supplier invoices -- Registration, payment tracking, input VAT deduction
  • Supplier payment files (betalfil) -- Batch supplier payments into ISO 20022 pain.001 files for upload to the bank, rendered byte-identical on every download
  • E-invoicing (Peppol) -- Send and receive Peppol BIS Billing 3 e-invoices through Qvalia, a certified Swedish Access Point; received documents land in the supplier invoice inbox
  • Skattekonto -- Tax account transactions synced from Skatteverket or imported from statement files, linked to the booked 1630 movements for reconciliation
  • Document archive -- SHA-256 integrity, 7-year retention enforcement, full archive ZIP export
  • SIE import/export -- Standard Swedish accounting interchange format
  • Agent access (MCP) -- 150+ bookkeeping tools over the Model Context Protocol, with scoped API keys and staged approvals
  • Claude connector and plugin -- Connect Claude.ai or Claude Code over OAuth 2.1 and install approval-gated workflow skills (/accounted:bookkeep, /accounted:vat, /accounted:year-end, ...) from claude-plugin/
  • Extension system -- Opt-in plugins for AI categorization, receipt OCR, email, calendar, and more

Self-Hosting

git clone https://github.com/erp-mafia/accounted.git
cd accounted
./setup.sh              # Prompts for Supabase credentials, generates .env
docker compose up -d

You need a Supabase project and must apply the database migrations before first use. See docs/SELF-HOSTING.md for the full step-by-step guide, including Supabase setup, auth configuration, optional features (AI, email, push notifications), and troubleshooting. To run everything on Swedish infrastructure (your own Supabase stack, Swedish hosting, AI on Swedish GPUs), see docs/SOVEREIGN.md.

Development Setup

Prerequisites: Node.js 20 or newer (CI runs Node 20; the Docker image ships Node 22), a Supabase project.

npm install
npm run dev       # Start dev server (auto-generates extension registry)
npm test          # Run tests
npm run build     # Production build
npm run lint      # ESLint

See CONTRIBUTING.md for the full development workflow.

Tech Stack

  • Framework: Next.js 16 (App Router), React 19, TypeScript (strict)
  • Database: Supabase (PostgreSQL + Row Level Security + email/password auth + TOTP MFA)
  • Styling: Tailwind CSS 4 + shadcn/ui
  • Integrations: Enable Banking (PSD2), Qvalia (Peppol), Skatteverket, Anthropic SDK on Amazon Bedrock (eu-north-1; direct Anthropic or any OpenAI-compatible endpoint for self-hosted via the Vercel AI SDK), Resend, JSZip

Documentation

Community

Contributing

Contributions are welcome. See CONTRIBUTING.md for the full guide.

All commits require a DCO sign-off (git commit -s).

License

AGPL-3.0-or-later with an extension exception: third-party extensions that interact solely through the documented Extension API may be licensed under any terms, including proprietary. See LICENSE for details and NOTICE for third-party attributions.

S
Description
Accounted — svensk bokföringsmotor (AGPL, BAS 2026, BFL-compliant, 150+ MCP tools). Finance-kapacitet brevet ERPNext. ADR-ENGAGEMENT-001-tillägg.
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