Payments

Nccpl

nccpl-pp-cli

Pakistan's clearing-layer data as a local research panel with a coverage audit and an arithmetic self-check, not another dashboard.

Printed by @qazmataz

Install

npx — recommended

npx -y @mvanhorn/printing-press-library install nccpl

Installs the CLI binary and the agent skill (Claude Code, Codex, Cursor, Gemini CLI, Copilot, and more). Add --cli-only or --skill-only for one half. Requires Node.

Hermes

hermes skills install mvanhorn/printing-press-library/cli-skills/pp-nccpl --force

From the Hermes CLI. Inside a chat session use /skills install with the same path.

OpenClaw

Install the pp-nccpl skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-nccpl. The skill defines how its required CLI can be installed.

Paste this to your OpenClaw agent — the skill describes how to install its CLI.

Claude Desktop

This CLI ships an MCPB bundle. Download the latest release .mcpb and double-click it — Claude Desktop walks you through the install.

View source on GitHub →

Pakistan's clearing-layer data as a local research panel with a coverage audit and an arithmetic self-check, not another dashboard.

NCCPL publishes the only per-symbol leverage, short-interest and free-float data in the Pakistani market - once, behind Cloudflare, one date at a time, with no export. Every tool built on it renders a chart and throws the history away. This one keeps it: sync backfills a local SQLite panel, panel emits it in the shape a regression consumes, coverage tells you exactly which sessions are missing, and verify proves each date against NCCPL's own arithmetic identities before you trust it.

Learn more at NCCPL.

Created by @qazmataz (qazmataz).

Authentication

NCCPL sits behind Cloudflare and a Laravel session, so there is no API key to set. Run 'nccpl-pp-cli auth login --chrome' to import the clearance and session cookies from a Chrome profile that has visited the site; the CLI then performs the CSRF handshake itself on each call. The Laravel session lasts about two hours and is renewed automatically, but the Cloudflare clearance cookie comes only from a real browser - if calls start returning challenge pages, re-run auth login.

Quick Start

# confirm the binary and config resolve before touching the network
nccpl-pp-cli doctor --dry-run

# backfill investor-class flows; no browser or credentials needed
nccpl-pp-cli flows --from 2026-08-01 --to 2026-09-04

# preview the capture plan; add --launch to open the browser and fetch
nccpl-pp-cli capture --resources var-margins --latest-only

# prove each stored date against NCCPL's own arithmetic identities
nccpl-pp-cli verify

# see exactly which sessions landed and which are missing
nccpl-pp-cli coverage

# emit the panel in the shape a regression consumes
nccpl-pp-cli panel --resource var-margins --metrics free_float --agent

Unique Features

These capabilities aren't available in any other tool for this API.

Research-grade integrity

verify — Prove a date's flow numbers are internally consistent before they reach a regression.

Reach for this before feeding any NCCPL date into a model; a date that fails an invariant is corrupt input, not a weak signal.
```
nccpl-pp-cli verify --from 2026-08-01 --to 2026-09-04 --agent
```
coverage — List which sessions are missing per resource, how stale each one is, and how wide each date's data actually is.

Use this as a pipeline pre-flight - it exits non-zero on a gap, so a scheduled research job fails loudly instead of silently treating a missing session as a zero. Re-syncing a date replaces it rather than adding to it: a stored settlement date always mirrors the last snapshot fetched for it, so if NCCPL revises a date and drops symbols the next sync removes them and the store never serves a row the source stopped publishing. coverage row_count therefore always equals the number of observations actually stored, and the audit can never disagree with the data it audits. One deliberate exception: a fetch returning zero rows for a date that already holds rows does NOT delete them, because an empty response and a transient failure look identical from here; the next non-empty fetch mirrors the date correctly.
```
nccpl-pp-cli coverage --resources fipi,lipi,var-margins --exit-code --agent
```
contract-check — Assert every endpoint family still answers correctly for a date it just reported as its own latest.

Run this when results look empty - it separates an expired session or a changed request contract from a genuine no-data day.
```
nccpl-pp-cli contract-check --agent
```

Local history that compounds

panel — Emit any synced resource as a tidy long-format panel, with gaps marked rather than filled.

This is the handoff from CLI to research store - it is the shape a regression consumes, and the observed_at column is what makes a flow number admissible as an ex-ante input.
```
nccpl-pp-cli panel --resource fipi --from 2015-12-09 --to 2026-09-04 --agent
```
universe — Reconstruct which symbols were listed and clearing-eligible on any past date.

Use this to state a screen's universe width in genuinely live names, and as a second opinion that can disagree with a price-staleness filter for reasons that filter cannot move for.
```
nccpl-pp-cli universe --on 2019-03-15 --agent
```
risk-changes — Date every step change in a symbol's free float, VAR margin and haircut.

Free float is the input a cap-weighted cross-section needs and no other public Pakistani source publishes it daily.
```
nccpl-pp-cli risk-changes --since 30d --field free_float --agent
```

Cross-market joins

leverage — Join MTS, MFS and MSF open positions with SLB net open position into one per-symbol cross-section.

SLB net open position is the closest thing this market has to published short interest; pair it with MTS and MFS open interest to see leverage building in a name before a forced release.
```
nccpl-pp-cli leverage --from 2026-08-01 --to 2026-09-04 --agent
```

Reachability mitigation

flows — Fetch daily FIPI/LIPI sector flows into the local store without a browser.

This is the one NCCPL dataset obtainable unattended, so it is what a scheduled daily job can actually collect.
```
nccpl-pp-cli flows --from 2026-08-01 --to 2026-09-04 --agent
```
ingest — Load NCCPL responses captured through your own browser into the same local store.

Reach for this when a dataset is gated: export a HAR from a normal browsing session and every other command works on it unchanged. Bodies can also be piped in directly with --stdin (pbpaste | nccpl-pp-cli ingest --stdin --resource var-margins --date 2026-09-04), so a single copied response never needs a temp file. Nothing unidentifiable is stored: a HAR entry is only ingested when it was served by nccpl.com.pk or a subdomain over https, and a response body must carry either the documented envelope key for the resource or exactly one of the API's own other envelope names. An all-traffic capture routinely holds other origins -- a proxy, a mock, a local dev server on the same path -- and those are refused and listed under skipped with a reason, never filed under a guess.
```
nccpl-pp-cli ingest capture.har --agent
```
capture — Fetch the gated NCCPL datasets through a controlled browser and store them locally; opt in with --launch, and add --headless to run with no window.

This is the only route to per-symbol free float, VAR margins, leverage positions and settlement data; every other command then reads them from the local store with no browser involved. With --headless no window appears and the run is unattended, so a scheduled job can keep the gated datasets current; Chrome must be installed because the clearance cannot be replayed by any non-browser HTTP client.
```
nccpl-pp-cli capture --resources var-margins --latest-only --agent
```

Recipes

Backfill the foreign-flow archive and check it landed

nccpl-pp-cli sync --resources fipi,lipi --full && nccpl-pp-cli coverage --resources fipi,lipi --exit-code

Fills the local store as far back as NCCPL serves, then fails non-zero if any session is missing so a scheduled job cannot silently proceed on a hole.

Emit a regression-ready flow panel with only the fields a model needs

nccpl-pp-cli panel --resource fipi --from 2015-12-09 --to 2026-09-04 --agent --select date,metric,value,observed_at

Long-format rows with the vintage stamp that establishes ex-ante availability, narrowed to four columns so an agent does not parse the whole payload.

Find every symbol whose free float stepped this quarter

nccpl-pp-cli risk-changes --since 90d --field free_float --agent

Dates each change and prints symbols scanned versus symbols changed, so an empty result is distinguishable from an unscanned universe.

Scan for leverage building ahead of a forced release

nccpl-pp-cli leverage --from 2026-08-01 --to 2026-09-04 --agent

One cross-section joining MTS, MFS and MSF open interest with SLB net open position, with force-release events flagged against the open interest they hit.

Audit a date before trusting it

nccpl-pp-cli verify --from 2026-09-01 --to 2026-09-04 --agent

Checks FIPI net against minus LIPI net and each sector row's netting, returning a quarantine list of dates that fail.

Usage

Run nccpl-pp-cli --help for the full command reference and flag list.

Paths & environment variables

This CLI separates local files into four path kinds:

Kind	Contents
`config`	User-editable settings such as `config.toml` and saved profiles
`data`	Durable local data: `credentials.toml`, `data.db`, cookies, browser-session proof files, and other auth sidecars
`state`	Runtime state such as persisted queries, jobs, and `teach.log`
`cache`	Regenerable HTTP/cache files

Each kind resolves independently. The ladder is:

Per-kind env var: NCCPL_CONFIG_DIR, NCCPL_DATA_DIR, NCCPL_STATE_DIR, or NCCPL_CACHE_DIR
--home <dir> for this invocation
NCCPL_HOME for a flat relocated root
XDG env vars: XDG_CONFIG_HOME, XDG_DATA_HOME, XDG_STATE_HOME, XDG_CACHE_HOME
Platform defaults matching existing installs

For containers and agent sandboxes, prefer a single relocated root:

export NCCPL_HOME=/srv/nccpl
nccpl-pp-cli doctor

Under NCCPL_HOME=/srv/nccpl, the four dirs resolve to /srv/nccpl/config, /srv/nccpl/data, /srv/nccpl/state, and /srv/nccpl/cache.

MCP servers do not receive CLI flags from the host. Put relocation in the host env block:

{
  "mcpServers": {
    "nccpl": {
      "command": "nccpl-pp-mcp",
      "env": {
        "NCCPL_HOME": "/srv/nccpl"
      }
    }
  }
}

Precedence matters in fleets: an ambient per-kind variable such as NCCPL_DATA_DIR overrides an explicit --home for that kind. Use NCCPL_HOME or the per-kind variables for durable fleet relocation; treat --home as the weaker per-invocation lever.

Relocation is one-way. Unsetting NCCPL_HOME does not move files back to platform defaults, and doctor cannot find credentials left under a former root. Move the files manually before unsetting relocation variables.

Existing installs keep working because the platform-default rung matches the legacy layout. On the first auth write, stored secrets leave config.toml and are consolidated into credentials.toml under the data directory. Run nccpl-pp-cli doctor --fail-on warn to check path and credential-location warnings in automation.

Commands

fipi

Foreign Investors Portfolio Investment (FIPI) net flows by investor class and market segment.

nccpl-pp-cli fipi data - Foreign Investors Portfolio Investment (FIPI) net flows by investor class and market segment. Date range. NOTE: this endpoint requires DD/MM/YYYY dates, unlike the sector-wise and single-date endpoints which use YYYY-MM-DD.
nccpl-pp-cli fipi latest-date - Most recent publication date available for fipi. Needs Cloudflare clearance only; no CSRF or session.

fipi-normal

FIPI buy/sell volume and value by client type and market type for one date.

nccpl-pp-cli fipi-normal data - FIPI buy/sell volume and value by client type and market type for one date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli fipi-normal latest-date - Most recent publication date available for fipi-normal. Needs Cloudflare clearance only; no CSRF or session.

fipi-sector

FIPI net flows broken out by market sector.

nccpl-pp-cli fipi-sector data - FIPI net flows broken out by market sector. Date range. NOTE: this endpoint requires YYYY-MM-DD dates, unlike the fipi/lipi endpoints which use DD/MM/YYYY.
nccpl-pp-cli fipi-sector latest-date - Most recent publication date available for fipi-sector. Needs Cloudflare clearance only; no CSRF or session.

lipi

Local Investors Portfolio Investment (LIPI) net flows by investor class and market segment.

nccpl-pp-cli lipi data - Local Investors Portfolio Investment (LIPI) net flows by investor class and market segment. Date range. NOTE: this endpoint requires DD/MM/YYYY dates, unlike the sector-wise and single-date endpoints which use YYYY-MM-DD.
nccpl-pp-cli lipi latest-date - Most recent publication date available for lipi. Needs Cloudflare clearance only; no CSRF or session.

lipi-normal

LIPI buy/sell volume and value by client type and market type for one date.

nccpl-pp-cli lipi-normal data - LIPI buy/sell volume and value by client type and market type for one date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli lipi-normal latest-date - Most recent publication date available for lipi-normal. Needs Cloudflare clearance only; no CSRF or session.

lipi-sector

LIPI net flows broken out by market sector.

nccpl-pp-cli lipi-sector data - LIPI net flows broken out by market sector. Date range. NOTE: this endpoint requires YYYY-MM-DD dates, unlike the fipi/lipi endpoints which use DD/MM/YYYY.
nccpl-pp-cli lipi-sector latest-date - Most recent publication date available for lipi-sector. Needs Cloudflare clearance only; no CSRF or session.

market

Market-wide traded value and volume series.

nccpl-pp-cli market latest - Most recent market-wide traded value or volume series. Needs Cloudflare clearance only.
nccpl-pp-cli market range - Market-wide traded value or volume series over an explicit date range. Sent as multipart/form-data with YYYY-MM-DD dates.

mfs

Murabaha Share Financing (MFS) open positions per symbol, with free-float percentages.

nccpl-pp-cli mfs data - Murabaha Share Financing (MFS) open positions per symbol, with free-float percentages. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mfs latest-date - Most recent publication date available for mfs. Needs Cloudflare clearance only; no CSRF or session.

mfs-top

Top 15 MFS financee / financier pairs.

nccpl-pp-cli mfs-top data - Top 15 MFS financee / financier pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mfs-top latest-date - Most recent publication date available for mfs-top. Needs Cloudflare clearance only; no CSRF or session.

msf

Margin Sharia Financing (MSF) open positions per symbol.

nccpl-pp-cli msf data - Margin Sharia Financing (MSF) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli msf latest-date - Most recent publication date available for msf. Needs Cloudflare clearance only; no CSRF or session.

msf-top

Top 15 MSF buyer / seller pairs.

nccpl-pp-cli msf-top data - Top 15 MSF buyer / seller pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli msf-top latest-date - Most recent publication date available for msf-top. Needs Cloudflare clearance only; no CSRF or session.

mts

Margin Trading System (MTS) open positions per symbol.

nccpl-pp-cli mts data - Margin Trading System (MTS) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts latest-date - Most recent publication date available for mts. Needs Cloudflare clearance only; no CSRF or session.

mts-financiers

Count of MTS financiers and financees per symbol.

nccpl-pp-cli mts-financiers data - Count of MTS financiers and financees per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-financiers latest-date - Most recent publication date available for mts-financiers. Needs Cloudflare clearance only; no CSRF or session.

mts-force-release

MTS force-release volume and value by date.

nccpl-pp-cli mts-force-release data - MTS force-release volume and value by date. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-force-release latest-date - Most recent publication date available for mts-force-release. Needs Cloudflare clearance only; no CSRF or session.

mts-refinanced

MTS amount released versus amount refinanced.

nccpl-pp-cli mts-refinanced data - MTS amount released versus amount refinanced. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-refinanced latest-date - Most recent publication date available for mts-refinanced. Needs Cloudflare clearance only; no CSRF or session.

mts-top-financiers

Top 15 MTS financier / financee pairs.

nccpl-pp-cli mts-top-financiers data - Top 15 MTS financier / financee pairs. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli mts-top-financiers latest-date - Most recent publication date available for mts-top-financiers. Needs Cloudflare clearance only; no CSRF or session.

settlement-cm

Trade versus settlement volume and value, clearing-member-wise, per symbol.

nccpl-pp-cli settlement-cm data - Trade versus settlement volume and value, clearing-member-wise, per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli settlement-cm latest-date - Most recent publication date available for settlement-cm. Needs Cloudflare clearance only; no CSRF or session.

settlement-uin

Trade versus settlement volume and value, UIN-wise, per symbol.

nccpl-pp-cli settlement-uin data - Trade versus settlement volume and value, UIN-wise, per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli settlement-uin latest-date - Most recent publication date available for settlement-uin. Needs Cloudflare clearance only; no CSRF or session.

slb

Securities Lending and Borrowing (SLB) open positions per symbol.

nccpl-pp-cli slb data - Securities Lending and Borrowing (SLB) open positions per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli slb latest-date - Most recent publication date available for slb. Needs Cloudflare clearance only; no CSRF or session.

tfc

Unlisted Term Finance Certificate (TFC) transactions.

nccpl-pp-cli tfc data - Unlisted Term Finance Certificate (TFC) transactions. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli tfc latest-date - Most recent publication date available for tfc. Needs Cloudflare clearance only; no CSRF or session.

var-margins

Value-at-Risk margin, haircut and free float per symbol.

nccpl-pp-cli var-margins data - Value-at-Risk margin, haircut and free float per symbol. Single settlement date. The 'date' field must be YYYY-MM-DD.
nccpl-pp-cli var-margins latest-date - Most recent publication date available for var-margins. Needs Cloudflare clearance only; no CSRF or session.

Self-learning loop

This CLI caches per-question discovery so repeat queries skip the walk and structurally similar queries get answered via entity substitution. The loop also self-captures: every invocation is journaled locally, and failed-flag corrections plus fresh teaches surface as candidates on the next recall for confirm/reject judgment. Agents call recall before discovery and fire teach & after answering. See the ## Automatic learning section in SKILL.md for the full protocol.

nccpl-pp-cli recall <query> - Look up cached resources for a query before running discovery
nccpl-pp-cli teach - Record a query -> resource mapping (silent on success, safe to background with &)
nccpl-pp-cli learnings list - Inspect taught rows
nccpl-pp-cli learnings forget <query> - Undo a teach
nccpl-pp-cli learnings candidates - List auto-captured candidates awaiting confirm/reject
nccpl-pp-cli learnings stats - Local loop metrics: recall hit rate, teach-to-reuse, playbook resolution, candidate counts
nccpl-pp-cli teach-pattern - Install a query/resource template up front
nccpl-pp-cli teach-lookup - Add an entity mapping (e.g. country code, team alias) for pattern substitution

Pass --no-learn or set NCCPL_NO_LEARN=true to disable the loop for deterministic flows.

The local store's schema version stamp is one-way: once this version of nccpl-pp-cli opens the database, older binaries refuse it with a version error — upgrade the binary rather than downgrading.

Output Formats

# Human-readable table (default in terminal, JSON when piped)
nccpl-pp-cli fipi data --from-date 01/09/2026

# JSON for scripting and agents
nccpl-pp-cli fipi data --from-date 01/09/2026 --json
# Filter to specific fields
nccpl-pp-cli fipi data --from-date 01/09/2026 --json --select client_type,segment,buy_value

# Dry run — show the request without sending
nccpl-pp-cli fipi data --from-date 01/09/2026 --dry-run

# Agent mode — JSON + compact + no prompts in one flag
nccpl-pp-cli fipi data --from-date 01/09/2026 --agent

Agent Usage

This CLI is designed for AI agent consumption:

Non-interactive - never prompts, every input is a flag
Pipeable - --json output to stdout, errors to stderr
Filterable - --select <field>[,<field>...] returns only fields you need
Previewable - --dry-run shows the request without sending
Read-only by default - this CLI does not create, update, delete, publish, send, or mutate remote resources
Agent-safe by default - no colors or formatting unless --human-friendly is set

Exit codes: 0 success, 2 usage error, 3 not found, 4 auth error, 5 API error, 7 rate limited, 10 config error.

Health Check

nccpl-pp-cli doctor

Verifies configuration, credentials, and connectivity to the API.

Configuration

Run nccpl-pp-cli doctor to see the resolved config, data, state, and cache directories. The platform-default config path is ~/.config/nccpl-pp-cli/config.toml; --home, NCCPL_HOME, and per-kind env vars can relocate it.

Static request headers can be configured under headers; per-command header overrides take precedence.

Known Gaps

NCCPL's own API cannot be reached by any HTTP client. This is measured, not assumed. A byte-exact TLS fingerprint match to a real Chrome 149 (identical ja4, ja4_r, peetprint_hash and HTTP/2 Akamai fingerprint), sending the exact browser header set and a valid cf_clearance cookie, over both HTTP/2 and HTTP/3, receives the same Cloudflare challenge as sending no cookies at all. Seventeen hypotheses were eliminated with evidence.

What this means in practice:

Data	How to get it	Unattended?
FIPI/LIPI investor-class and sector flows	`flows`	yes
VAR margins, free float, MTS/MFS/MSF/SLB, settlement	`capture` (controlled Chrome; `--launch` to run, `--headless` for no window)	no
Anything already fetched	`panel`, `export`, `verify`, `coverage`, `universe`, `leverage`, `risk-changes`	yes, reads the local store only

The 21 generated NCCPL endpoint commands and contract-check will fail with exit 4 until a session exists. They are kept because they are correct and will work the day the gate changes.
flows uses a different publisher. scstrade republishes NCCPL's FIPI/LIPI numbers. verify checks NCCPL's own two arithmetic identities on every fetched date, so provenance drift surfaces as a failing invariant rather than a plausible wrong number -- but it is not NCCPL's own wire data.
capture needs Chrome installed, because NCCPL's Cloudflare clearance cannot be replayed by any non-browser HTTP client -- a byte-exact TLS fingerprint match with valid cookies receives the same challenge as sending none. --headless runs it with no window, which is what a scheduled job should use; without it a window appears. Either way it uses a throwaway profile, never your daily one, and deletes it afterwards. It is not the CLI's transport; every other command reads the local store.
free_float is share count, not currency. Multiply by a close price for free-float market cap. The dataset also contains futures contracts (SYM-SEP, SYM-OCT) that repeat their spot symbol's free float; filter to spot symbols before any cross-sectional work.

Troubleshooting

Authentication errors (exit code 4)

Run nccpl-pp-cli doctor to check credentials Not found errors (exit code 3)
Check the resource ID is correct
Run the list command to see available items

API-specific

Every NCCPL request returns a Cloudflare challenge. — That is expected and permanent: the clearance cannot be replayed by an HTTP client. Use 'nccpl-pp-cli capture' for gated datasets and 'nccpl-pp-cli flows' for investor-class flows.
capture reports it could not clear the challenge. — A Chrome window opens during capture; if it shows a checkbox, click it. Raise the wait with --solve-wait 120s if your connection is slow.
A command returns an empty result after a capture. — Run 'nccpl-pp-cli coverage' - the resource may have no rows for that date, which is recorded distinctly from never having been fetched.
A resource looks frozen weeks behind the others. — That is usually real. NCCPL resources publish on independent schedules; coverage reports each one's own latest date.
A date range returns nothing on the fipi or lipi commands. — Those two endpoints require DD/MM/YYYY while the sector-wise and single-date endpoints require YYYY-MM-DD. Check the flag help for the format that command expects.

HTTP Transport

This CLI uses Chrome-compatible HTTP transport for browser-facing endpoints. It does not require a resident browser process for normal API calls.

TLS certificates are verified by default. For a trusted development or self-signed endpoint only, pass --insecure for one invocation, set NCCPL_SKIP_TLS_VERIFY=true for the current environment, or set skip_tls_verify = true in the config file for a persistent override.

Discovery Signals

This CLI was generated with browser-captured traffic analysis.

Target observed: https://www.nccpl.com.pk/
Capture coverage: 51 API entries from 204 total network entries
Reachability: browser_http (78% confidence)
Protocols: rest_json (75% confidence), html_scrape (55% confidence)
Protection signals: cloudflare (90% confidence)
Generation hints: browser_http_transport, requires_protected_client
Candidate command ideas: create_data_by_date_range — Derived from observed POST /api/graph-data/data-by-date-range traffic.; create_rum — Derived from observed POST /cdn-cgi/rum traffic.; list_latest_data — Derived from observed GET /api/graph-data/latest-data traffic.; list_latest_date — Derived from observed GET /api/financiers-financees/latest-date traffic.

Warnings from discovery:

empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.
empty_payload: API-looking request returned an empty or null payload; schema confidence is weak.

Generated by CLI Printing Press