Acikpoz MCP Server

acikpoz

Turkish public construction unit prices, turned from a PDF into data you can compute with.

Every public construction job in Turkey is priced against a government catalog: the ÇŞB (Çevre, Şehircilik ve İklim Değişikliği Bakanlığı) birim fiyat books — thousands of unit prices (a poz: a code, a description, a unit, a price) that estimators, contractors and auditors all read. They ship as long PDFs. acikpoz turns those pages back into structured records, deterministically, so a cost estimate or a tender preparation can be computed instead of copied by hand.

It is disciplined geometry, not a language model: it groups the words on a page into visual rows and reads the price column's position from the page header rather than guessing a fixed spot. That one decision is what makes it trustworthy — some sections (Sıhhi Tesisat, say) print two numbers per row, the real Birim Fiyat and a separate Montaj Bedeli, and a naive parser silently reads the wrong one. acikpoz reads the header, so it reads the right column.

Paired with ihalent (which structures tender results), acikpoz covers the other half of Turkey's public construction economy: the prices the results are measured against.

The one rule it never breaks

A price is only ever a number the catalog actually printed in the price column. It never coerces, never borrows a neighbour's figure, never guesses. Two consequences, both on purpose:

• A group-header poz — a category title like EVİYELER: whose sub-items carry the real prices — has no price of its own. acikpoz leaves its fiyat as None and flags is_group_header. It does not invent a zero.
• A poz the catalog left without a printed price is a gap, surfaced and counted, not hidden. Every result reports its coverage: how many pozes were priced, how many were headers, how many were genuine gaps.

Half the value of a cost tool is refusing to make up the numbers the source did not print. That is the same honesty discipline as andon and ihalent.

Install

pip install acikpoz          # add [mcp] for the MCP server: pip install "acikpoz[mcp]"

Quick start

Point it at an official catalog PDF you have (acikpoz ships the parser, not the data):

acikpoz parse bf2026.pdf --pages 8-20
acikpoz parse bf2026.pdf --json > pozes.jsonl     # one poz per line, for pipelines
acikpoz parse bf2026.pdf --csv pozes.csv          # Excel-ready (utf-8-sig, Turkish text)
acikpoz parse bf2026.pdf --group 25               # only Sıhhi Tesisat pozes
acikpoz parse bf2026.pdf --priced-only            # drop headers and gaps

The table view — this is a real run against the published 2026 catalog, not a mock-up:

Two things in that picture are the whole point:

• Three rows carry - in the price column. The catalog printed no price for them, so acikpoz prints none either — they are counted as gaps, not filled in from a neighbour.
• validate then flags what the parse is not sure about: on this page five units (+2000, azami, Yapı, -30°C, 2,5) are fragments of description text that landed in the unit column. The extraction is imperfect on some layouts, and the tool reports that itself rather than handing you a clean-looking table with wrong units in it.

Reproduce it — the page is chosen, nothing else is:

acikpoz parse    bf2026.pdf --pages 400
acikpoz validate bf2026.pdf --pages 400

The catalog is the ministry's own file, published here. The image is regenerated by scripts/make_demo_svg.py, which downloads that PDF and runs the same code the CLI runs.

The grade (excellent/good/fair/poor) is a glanceable confidence signal, the way camelot exposes accuracy: below good, review the pages before trusting the output. --json includes price_parse_rate and grade per parse.

Or from Python:

from acikpoz import parse_catalog

result = parse_catalog("bf2026.pdf", pages=range(8, 20))
for p in result.pozes:
    if p.is_priced:
        print(p.poz_no, p.birim, p.fiyat)
print(result.to_dict()["counts"])   # priced / group_headers / price_gaps

How it works

1. Rows. Words are grouped into visual rows by vertical position (a few points of tolerance), then sorted left-to-right.
2. Price column, from the header. The Fiyat header word on the right (x > 400) gives the price column's x. A stray "fiyat" in a left-column description can't be mistaken for it.
3. Cells. For each poz row: the leftmost cell is the poz code; the price is the number-shaped token nearest the price-column x; the unit sits just left of it; the rest is the description. Indented continuation lines extend the running description (and can carry a price that spilled over).
4. Group headers. A price-less poz whose description ends in : is a category title — flagged, not treated as a gap.

Compare two catalog years

Catalogs are reissued regularly; the question estimators and auditors track by hand is how did this year's rates move from last year's? acikpoz diff answers it — it joins two years by poz code and classifies each change:

acikpoz diff bf2025.pdf bf2026.pdf --pages 8-400
acikpoz diff bf2025.pdf bf2026.pdf --tolerance 1   # hide sub-1-TL rounding noise
acikpoz diff bf2025.pdf bf2026.pdf --json

It reports price moves (with Δ and %Δ), added and removed pozes, unit changes, and pozes that gained or lost a printed price — plus the mean price %-change for the year. As far as the research found, no other open tool does year-over-year diffing for ÇŞB catalogs.

Validate a parse

Before a parsed catalog feeds a cost estimate, it helps to know it is clean. acikpoz validate runs deterministic quality rules over the pozes — no ML, no fixing, only surfacing:

acikpoz validate bf2026.pdf --pages 8-400
acikpoz validate bf2026.pdf --json

It flags duplicate poz codes, malformed codes, non-positive prices (errors), and priced pozes with no unit or a unit outside the known set (warnings). It exits non-zero on any error, so it can gate a pipeline (acikpoz validate … && build-estimate). This is also how acikpoz stays honest about its own limits: in sections that print the unit once on a group header and let the rows inherit it (Sıhhi Tesisat), per-row unit detection is weak, and validate says so rather than hiding it. Price, poz code and description stay reliable.

Using acikpoz with AI agents

An MCP server (pip install 'acikpoz[mcp]', then acikpoz-mcp) exposes three tools: parse_catalog (a PDF → structured pozes with honest coverage), diff (two catalog years → classified changes), and validate (a PDF → quality findings). The agent gets structured data back, not prose it has to parse. Pair it with ihalent and an agent can reason across both a tender's result and the unit prices it was measured against.

// e.g. Claude Desktop / Claude Code mcp config
{ "mcpServers": { "acikpoz": { "command": "acikpoz-mcp" } } }

Scope, honestly

• It reads the standard catalog layout. The header-driven column detection handles the common single- and two-price-column pages well; an unusual layout may leave more gaps — which it reports rather than papering over. If a section parses badly, that's a bug worth a sample.
• It is a parser, not a price database. It does not bundle or redistribute the catalog. You bring the official PDF; acikpoz turns your copy into data.
• Prices are nominal, as printed. No inflation adjustment is baked in — that's an analysis choice the caller makes knowing the year.

Data, and why the PDFs aren't here

The ÇŞB catalogs are official public documents, but this repository does not redistribute them: it ships the parser and nothing else, and .gitignore keeps *.pdf out. Point acikpoz at the catalog you obtained from the official source. This is the same line ihalent draws — own the tool, not the data.

How this project is built

I'm an industrial engineer working in construction; I read these catalogs. I designed the parsing approach — geometry over machine learning, honest gaps over invented numbers — and I review every line; I use AI agents heavily for implementation speed, and the commit trailers say so. The contract is the tests: they encode the exact word geometry a real page emits, including the two-column Sıhhi Tesisat trap and the group-header rule, so green tests mean the parser handles the real thing.

Related

• ihalent — the other half of the Turkish public-procurement picture. acikpoz reads the unit-price catalogs that say what work should cost; ihalent reads the tender result notices that say what it was awarded for, and at what discount. Same discipline: every figure traceable to its source, nothing invented.

More tools by Eren Gülmez.

License

MIT — see LICENSE.