# Jarca Ledger MCP Project Structure - Baseline Mode: observed - Baseline Seed: `.stage-pilot/bootstrap/baseline.yaml` - Status: draft - Owner: Jarca / project maintainer - Last Updated (KST): 2026-06-30 - Source Discovery / Batch: bootstrap-baseline, BAT-006, BAT-007 ## Project Summary - Jarca 가계부 전용 MCP 서버와 Streamlit 대시보드로 계좌/카드 거래, 예산, 분류 규칙, import, 현금흐름 분석을 SQLite에 저장하고 운영한다. ## Primary Domain - Korean household finance ledger and transaction reconciliation ## Tech Stack - Python >=3.11 - FastMCP / MCP server - SQLite - Streamlit dashboard - pandas / plotly dashboard dependencies - PyMuPDF, openpyxl, msoffcrypto-tool - pytest - ruff ## Primary Runtime - Type: mixed - Planned Entry Points: - `jarca-ledger-mcp` :: MCP stdio server for Hermes Agent tools. - `dashboard/app.py` :: Streamlit dashboard for local ledger operations. - `pytest` :: Regression test entry point. ## Purpose - This document is the current repository and package structure baseline. - It is a cross-cutting reference document for Discovery, REQ, Batch Design, Batch Verification, and implementation updates. ## Scope - Covers top-level repository layout and package/module boundaries. - Does not duplicate detailed business rules, acceptance criteria, or implementation-only function signatures. ## Top-Level Structure ```text jarca-ledger-mcp/ ├── README.md ├── pyproject.toml ├── uv.lock ├── .env.example ├── .github/ │ └── workflows/ │ └── ci.yml ├── dashboard/ │ └── app.py ├── jarca_ledger_mcp/ │ ├── __init__.py │ ├── db.py │ ├── service.py │ ├── server.py │ ├── kb_bank_pdf.py │ ├── toss_bank_pdf.py │ ├── toss_securities_pdf.py │ └── seoulpay_xlsx.py ├── tests/ │ ├── contract_snapshots/ │ │ └── response_contract_v1_0.json │ ├── test_contract_regression.py │ ├── test_service.py │ ├── test_categorization.py │ ├── test_category_rule_filters.py │ ├── test_cross_account_transfer_matching.py │ ├── test_kb_bank_pdf.py │ ├── test_toss_securities_pdf.py │ ├── test_seoulpay_xlsx.py │ └── test_ledger_categories.py ├── scripts/ │ ├── ci_fixture_db.py │ ├── ci_dashboard_http_smoke.py │ ├── ci_db_safety_smoke.py │ ├── ledger_restore_smoke.py │ └── streamlit_browser_evidence.py ├── docs/ │ ├── discovery/ │ ├── srs/ │ ├── batches/ │ ├── runbooks/ │ ├── releases/ │ ├── project-structure.md │ ├── runtime-flows.md │ ├── interface-contract.md │ └── data-model.md └── .stage-pilot/ └── bootstrap/baseline.yaml ``` ## Package / Module Responsibilities - `jarca_ledger_mcp/db.py` - SQLite connection, schema initialization, migrations, row conversion, and database path resolution. - `jarca_ledger_mcp/service.py` - Domain service layer for accounts, transactions, categories, category rules, imports, reports, asset liquidity/net-worth aggregation, transfer matching, and manual link operations. - `jarca_ledger_mcp/server.py` - FastMCP tool registration layer that exposes service functions to Hermes/MCP clients. - `jarca_ledger_mcp/kb_bank_pdf.py` - KB 국민은행 encrypted PDF transaction parsing. - `jarca_ledger_mcp/toss_bank_pdf.py` - Toss Bank transaction-history PDF parsing. - `jarca_ledger_mcp/toss_securities_pdf.py` - Toss Securities transaction-history PDF parsing and transaction preview conversion. - `jarca_ledger_mcp/seoulpay_xlsx.py` - SeoulPay encrypted XLSX parsing and preview conversion. - `dashboard/app.py` - Streamlit operator UI for the operations hub summary, transaction filtering, uncategorized triage, rule management, review queues, categories, accounts/liquidity bucket editing, and import operations. - `tests/` - Regression tests for service behavior, parser behavior, categorization, category rules, cross-account transfer matching, ledger category semantics, MCP response contract compatibility, and Streamlit AppTest dashboard smoke. - `tests/contract_snapshots/` - Representative MCP response contract metadata/schemas. Version `1.0` is used by `tests/test_contract_regression.py` and intentionally asserts required subset/types so optional additive fields remain compatible. - `.github/workflows/ci.yml` - GitHub Actions workflow for `pull_request`, `push` to `main`, and `workflow_dispatch`; stable required gate jobs are `pytest-regression`, `dashboard-app-test`, `dashboard-http-smoke`, `db-safety-smoke`, `contract-regression`, and `lint`. - `scripts/ci_fixture_db.py` - Synthetic fixture DB builder for CI/AppTest/smoke checks. Refuses the default operating DB path and seeds only synthetic ledger data. - `scripts/ci_dashboard_http_smoke.py` - CI HTTP smoke wrapper that creates a synthetic fixture DB, starts Streamlit on loopback, polls HTTP 200 readiness, and cleans up the process with status-only JSON output. - `scripts/ci_db_safety_smoke.py` - CI DB safety wrapper that runs restore smoke through temp synthetic source/backup/target DB paths only and emits status-only JSON. - `scripts/streamlit_browser_evidence.py` - Local browser evidence helper that creates a synthetic fixture DB, starts Streamlit with that DB, and captures Chrome screenshot/DOM snapshot artifacts for QC. - `scripts/ledger_restore_smoke.py` - Script-only restore smoke helper for validation DBs; restore remains outside the MCP tool surface. ## Dependency Rules - `server.py` should remain a thin tool adapter and delegate business logic to `service.py`. - Parser modules should parse source documents into structured records and avoid direct UI responsibilities. - `dashboard/app.py` may call service functions but should not duplicate core classification/report semantics. - DB schema migrations should be additive and idempotent by default. ## Shared Boundaries - `cashflow_kind` is the boundary between actual household income/expense and account movement/exclusion semantics. - `liquidity_bucket` is the account-level boundary for asset liquidity/composition/debt/net-worth views; `dashboard/app.py` displays it and `service.py` computes it from `accounts.last_balance`. - Import evidence fields (`source`, `external_id`, `raw_summary`, `raw_payload`, `counterparty`, `import_batch_id`) are audit boundaries and should be preserved. - Manual reconciliation is represented through memo tags and narrow transaction updates, not broad rewrites. - Browser evidence artifacts are generated from synthetic/validation DBs and should not embed real financial identifiers or raw source payloads. - CI gate fixtures are generated at runtime under temp space by `scripts/ci_fixture_db.py`; CI and AppTest must not read the default operating DB path. - MCP contract regression fixtures use pytest `tmp_path` synthetic DBs and committed schema metadata only; they must not read the operating DB or expose runtime `contract_version` fields. - Branch protection required-check contract is documented in `docs/interface-contract.md` and represented by stable workflow job names. Applying branch protection remains an external GitHub repository setting. ## Current Gaps / Planned Changes - Local browser evidence capture exists for core Streamlit pages; browser screenshot/visual regression remains local evidence rather than a required CI gate. - CI workflow now covers pytest/AppTest/HTTP smoke/DB safety smoke plus BAT-007 contract-regression/lint required-check jobs; branch protection enforcement remains a repository setting outside this codebase. - Long-term policy for accounts without downloadable statements remains partially operational/documentation work. - Separate automatic asset snapshots/manual asset tables are not present; BAT-005 uses account rows as the manual asset/liability source. ## Update Triggers - Update this document when package boundaries change. - Update this document when new top-level runtime or domain modules are added. - Update this document when a batch changes the approved structure baseline. ## Change Log - 2026-06-26 22:24 KST: Created by `bootstrap-baseline` from repository observation. - 2026-06-29 KST: REQ-004/BAT-004 기준으로 `scripts/streamlit_browser_evidence.py` 및 browser evidence artifact 구조 추가. - 2026-06-29 KST: REQ-005/BAT-005 기준으로 dashboard operations hub와 service asset liquidity aggregation 책임 추가. - 2026-06-30 KST: REQ-006/BAT-006 기준으로 GitHub Actions CI workflow, synthetic fixture DB builder, AppTest/HTTP/DB safety smoke wrappers, CI-vs-local-browser evidence 경계 추가. - 2026-06-30 KST: REQ-007/REQ-008/BAT-007 기준으로 MCP response contract snapshot/test 위치와 `contract-regression`/`lint` required-check job 계약 추가.