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Searchable football data provider documentation for AI coding agents. Like Context7 for football data.
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Searchable football data provider and tooling documentation for AI coding agents. Like Context7 for football data.
Who it's for: Developers and analysts who use AI coding tools (Claude Code, Cursor, VS Code Copilot) to work with football data. Works with any tool that supports MCP.查看完整 README ↗Searchable football data provider and tooling documentation for AI coding agents. Like Context7 for football data.
Who it's for: Developers and analysts who use AI coding tools (Claude Code, Cursor, VS Code Copilot) to work with football data. Works with any tool that supports MCP.
What it does: Gives your AI agent a searchable index of documentation for 30 football data providers and tools — event types, qualifier IDs, coordinate systems, API endpoints, data models, identity surfaces, and cross-provider comparisons for the data providers (StatsBomb, Opta, Wyscout, Impect, SkillCorner, Sportradar, TheSportsDB, FMDB Pro, TransferRoom, and more), the open-source libraries people build with (kloppy, mplsoccer, socceraction, soccerdata, floodlight, fast-forward, unravelsports, and more), and the APIs of wearable and sports-science vendors (STATSports, Firstbeat, Hawkin Dynamics, VALD). Your agent looks up the real docs instead of guessing from training data.
Why not just let the AI figure it out? LLMs get football data specifics wrong constantly — Opta qualifier IDs, StatsBomb coordinate ranges, API endpoint URLs, library method signatures. These are mutable facts that change across versions. football-docs gives the agent verified, sourced documentation with provenance tracking so you know where every answer came from.
football-docs is intended to be a community-owned, source-transparent Context7 for football data. The public operating contract is in STRATEGY.md: what belongs here, what must stay out, how we handle public-safe provider facts, and how contributors should prove retrieval quality.
football-docs is the public source for provider identity-surface facts: access shape, ID schemes, matching fields, provider quirks, and provenance rules. Curated provider identity notes belong here when they can be stated as public facts about the provider. They should say whether a fact comes from public docs, public page evidence, licensed feed shape, or a reviewed public-safe observation, and must not include credentials, local paths, internal tooling details, or restricted payloads from any private project.
MCP (Model Context Protocol) is a standard for connecting AI coding tools to external data sources.
The server needs Node.js 22.13 or newer. It uses Node's built-in SQLite, so no native module is compiled at install time.
claude mcp add football-docs -- npx -y football-docs
Settings → MCP → Add server. Use this config:
{
"mcpServers": {
"football-docs": {
"command": "npx",
"args": ["-y", "football-docs"]
}
}
}
Add to .vscode/mcp.json:
{
"servers": {
"football-docs": {
"command": "npx",
"args": ["-y", "football-docs"]
}
}
}
Add to claude_desktop_config.json:
{
"mcpServers": {
"football-docs": {
"command": "npx",
"args": ["-y", "football-docs"]
}
}
}
npx updates its cached copy of football-docs in place. A server that was
already running keeps the old version until it restarts, and its replies then
start with a note: "football-docs on disk is now vX, but this server is still
running vY". Reconnect the server to fix it (in Claude Code: /mcp, then
reconnect football-docs).
| Tool | Description |
|---|---|
search_docs | Full-text search across all provider docs. Filter by provider. Results include provenance (source URL, version), mark partial matches, name query terms that no indexed doc mentions, and say when a query names a provider that is not indexed (the not_indexed list in providers.json gives the reason). |
resolve_provider_id | Resolve provider names and aliases to canonical indexed provider keys before searching. |
get_provider_docs | Retrieve docs for a resolved provider, optionally filtered by topic or category. |
list_providers | List all indexed providers and their doc coverage. |
compare_providers | Compare how different providers handle the same concept. |
request_update | Request a new provider, flag outdated docs, or suggest a better doc source. Queues locally and points to the matching public GitHub issue template. |
resolve_entity | Map a player, coach, referee, team, competition, season, stage or match to its IDs at every provider through the Reep register. Uses a local copy of the free register (REEP_DUCKDB_PATH), else the Reep API (REEP_API_KEY; keys are issued by hand on request to [email protected], with no self-service sign-up), else returns setup steps and a DuckDB query. See Reep through football-docs. |
get_metric | Read a metric card: one checked definition of a football metric with each published variant under its own ID, its formula, source and a checked quote, reference code with test values on open data, and caveats. See Metric cards. |
list_metrics | List the metric cards and their variant IDs. |
search_papers | Search scholarly papers on football analytics and sport science in OpenAlex (title, abstract and full text), and , and, when asked, your Zotero library. See . |
Provider filters use the indexed provider keys shown by list_providers, but common aliases are accepted. Examples: fbref, understat, ClubElo, football-data.co.uk, and engsoccerdata search free-sources; Sofascore searches soccerdata; ESPN, ESPN FC, and espn-soccer search espn; FMDB searches fmdb-pro; Transfer Room searches transferroom; Hudl Wyscout searches wyscout; Stats Perform / Opta F24 / WhoScored search opta; Metrica, Sportec / DFL, and TRACAB search databallpy; Second Spectrum searches kloppy; Hawk-Eye, SciSports, Signality, Respovision, GradientSports and OptaVision search fast-forward; unravel searches unravelsports; SportRadar API / Soccer Extended search sportradar; Sonra / Apex search statsports; Hawkin searches hawkin-dynamics; ForceDecks / NordBord / ForceFrame search vald; The Sports DB / TSDB search thesportsdb; StatsBomb Open Data searches statsbomb.
The package ships a docs index, but doc fixes do not wait for a new package
version. Once a day at most, the server checks the
data-latest
release of this repository for a newer index built from main:
manifest-v1-signed.json) and, only when that
names a newer build, downloads the index (about 6 MB).src/data-signing.ts). The manifest carries the
index's size and SHA-256, so the signature covers the index too.$XDG_DATA_HOME/football-docs/data/ (by default
~/.local/share/football-docs/data/). The next tool call uses the new file; no
restart is needed.list_providers ends with the build time of the index in use and whether it is
bundled or downloaded.Privacy: the check is one HTTPS request a day to GitHub, plus the download when there is one. No search queries or other usage data are sent.
Settings, as environment variables in the server's MCP configuration:
FOOTBALL_DOCS_DATA=bundled: use only the index inside the package. No update
check, no downloads. (This does not turn off the paper tools; see
FOOTBALL_DOCS_PAPERS under Papers and web sources.)FOOTBALL_DOCS_DATA=auto: the default for an installed package. Check daily and
use the newest valid index.FOOTBALL_DOCS_DB_PATH=<file>: use exactly this index file.FOOTBALL_DOCS_DATA_BASE_URL=<url>: read the manifest and index from a mirror
(HTTPS only).Offline, or behind a proxy that Node's built-in fetch does not use, the check
fails quietly and the server keeps the index it has. Under CI (CI set) the check
does not run. A server running from a git checkout defaults to bundled, so
development and tests always use the working tree's docs.
Many football methods come from papers, and some from blog posts: Karun Singh
introduced expected threat (xT) in a blog post, not a paper. search_papers
finds papers and the works that cite an idea; a web search finds the original
post, and get_web_source reads it. get_paper checks that a reference exists,
read_paper reads it, and match_quote checks that a quote is in the source.
| Paper | How it gets in | What the tools return |
|---|---|---|
| Open copy: arXiv, an open repository, an open-access publisher, SportRxiv, a public web page | read_paper or get_web_source finds and reads it | The full text, by section, with its licence |
| A paper you have through a subscription or purchase | You download the PDF and call add_local_paper, or keep it in Zotero and use its zotero: ID | The outline and passages of at most 200 characters (FOOTBALL_DOCS_PAPERS_PASSAGE_CHARS, 50 to 1000) |
football-docs never logs in to a publisher or a library, never holds your credentials or cookies, and does not use publisher text-mining APIs (their terms exclude tools like this). When a site answers with a bot check, the tool stops; download the paper yourself instead.
Zotero: search_papers with sources: ["zotero"] searches your library, and
read_paper reads an item's PDF. Two ways to connect, tried in this order:
ZOTERO_API_KEY (and optionally
ZOTERO_USER_ID; without it the tools ask the key). It reads only files kept
in Zotero's own storage, not linked files; for those it uses Zotero's
full-text index. The key is sent only to api.zotero.org, never to the file
storage host.An item saved without its PDF (metadata only) is read by its DOI instead, so
read_paper still returns the open copy when there is one.
The tools call public services at run time. Each reply ends with the services it asked.
| Service | Used for | Limits |
|---|---|---|
| OpenAlex | Search (title, abstract and full text); DOI and OpenAlex ID lookups; open copies | 1000 credits a day without a key: a search costs 10, a lookup costs nothing. A free key from openalex.org/settings/api raises it. |
| arXiv | Search (title, abstract, authors); arXiv ID lookups with the paper's licence; the paper's HTML or PDF | One request every three seconds to the API; the tool waits its turn. |
| SportRxiv | Search in a local copy of its OAI feed; preprint PDFs | The first search downloads the feed (under 1000 records); after a week, the next search asks only for changes. |
| Crossref | DOI lookups that OpenAlex does not know | |
| Wayback Machine | The earliest and latest snapshot of a web page; the archived copy when the live page fails | The tool never asks it to save a page. |
| The host of an open copy or web page | The text | Bot checks stop the tool. |
$XDG_DATA_HOME/football-docs/papers/ (by
default ~/.local/share/football-docs/papers/). On macOS and Linux the folder
and its files are readable only by you (modes 0700 and 0600); on Windows they
have the access rules of your user folder. A second read sends no request.forget_paper removes one paper; purge_cache with confirm: true deletes
the whole library and the SportRxiv copy. Neither touches your own files or
Zotero.data/docs.db or a data
release. A test fails if a cached paper or any PDF is added to the repository.get_web_source, read_paper and match_quote read only public http and
https addresses. They refuse names that resolve to loopback, private or
link-local addresses, also after a redirect.add_local_paper reads only PDF files, given by their full path.As environment variables in the server's MCP configuration:
FOOTBALL_DOCS_PAPERS=off: send no paper or web request, including to the
Zotero web API. Your library, files you add and Zotero on this computer still
work. The provider-doc tools never
call these services.ZOTERO_API_KEY=<key> and ZOTERO_USER_ID=<number>: a read-only Zotero web
API key, for reading Zotero when the app is not running here. The key can also
go in the keychain, as for OpenAlex below.FOOTBALL_DOCS_PAPERS_PASSAGE_CHARS=<n>: the longest passage returned from a
paper you supplied, 50 to 1000 characters (default 200).OPENALEX_API_KEY=<key>: your OpenAlex key. On macOS and Linux you can keep it
in the system keychain instead of the environment:
security add-generic-password -s football-docs -a OPENALEX_API_KEY -w <key>secret-tool, from libsecret): secret-tool store --label=football-docs service football-docs key OPENALEX_API_KEYA metric card is one checked definition of a football metric. Many metrics have
several published definitions that give different numbers: on the 2022 World
Cup final, Argentina's PPDA is 7.42 by the StatsBomb/Hudl formula and 9.77 by
Trainor's original. A card lists each definition as a variant with its own ID
(ppda.statsbomb-hudl), so an agent can cite exactly which one it used.
Each variant has:
match_quote (or in a browser
where the page builds its text with JavaScript) and the date of the check;metrics/reference/), marked exact when it is
the source's own formula on the source's own data and approximation
otherwise, with test values on public open data (StatsBomb open data, at a
pinned commit, downloaded at test time).Cards so far: xg, npxg, xg_assisted and xa (the two metrics called "xA"),
ppda, progressive_passes, progressive_carries, xt, vaep, field_tilt
and pass_completion. VAEP's values come from a trained model, so its card has
no reference code or test values; neither do variants that are a provider's
closed model (Opta's xA, for example).
Read a card with get_metric("ppda") or one variant with
get_metric("ppda.statsbomb-hudl"); list_metrics lists them. Cards are also in
search_docs under the provider metric-cards.
For maintainers: cards are written in metrics/cards/<id>.toml.
python3 scripts/gen_metric_cards.py builds metrics/cards.json (stored in the
index for get_metric) and docs/metric-cards/<id>.md (for search); CI fails if they
are out of date. python3 -m pytest metrics/tests checks every reference
implementation against its card's test values. Before a release, pnpm metrics:sources re-checks every card quote against its live source.
get_web_source reads it, match_quote checks the quote, search_papers finds the papers that cite it)read_paper on arXiv 1802.07127, then match_quote)| Provider | Chunks | Categories |
|---|---|---|
| fast-forward | 250 | overview, getting-started, data-model, coordinate-system, orientations, layouts, transformations, distributed-compute, api-reference, 12 provider format pages |
| StatsBomb | 244 | event-types, data-model, coordinate-system, api-access, api-endpoints, charting-lineups, xg-model, iq-metrics, player/team stats, player-mapping, identity-surfaces, data-provenance |
| unravelsports | 202 | overview, installation, quickstart, concepts, graph converters, pressing intensity, formation detection, models, utils, american-football |
| Wyscout | 165 | event-types, data-model, coordinate-system, api-access, api-endpoints, charting-analysis-metrics, glossary, identity-surfaces, data-provenance |
| kloppy | 126 | data-model, usage, provider-mapping, tracking-rendering, event-derived-metrics |
| floodlight | 144 | core data objects, io parsers (Tracab, DFL, Kinexon, Opta, SkillCorner, StatsBomb, StatsPerform, Second Spectrum), transforms, metrics, models, visualisation, guides |
| SportMonks | 568 | full v3 endpoint reference (fixtures, livescores, leagues, seasons, states, types, statistics, brackets), syntax and includes, filtering, rate limits, error codes, changelog, plus curated event-types, data-model, api-access, charting-season-stories, identity-surfaces, data-provenance |
| databallpy | 63 | data-model, overview, usage |
| mplsoccer | 65 | overview, pitch-types, visualizations |
| Impect | 79 | overview, data-model, event-types, coordinate-system, concepts, kpi-definitions, identity-surfaces, data-provenance |
| SkillCorner | 51 | api-access, api-endpoints, data-model, physical-data, coordinate-system, concepts, identity-surfaces, data-provenance |
| Free sources | 69 | overview, fbref, understat, football-data-columns, contextual-story-joins, xg-timelines, data-provenance |
| soccerdata | 40 | overview, data-sources, usage |
| TransferRoom | 45 | api-access, api-endpoints, charting-availability, data-model, identity-surfaces, data-provenance |
| Opta | 73 | event-types, qualifiers, coordinate-system, api-access, charting-game-state, charting-lineups, charting-passmaps, charting-set-pieces, charting-shot-placement, identity-surfaces, data-provenance |
3,514 searchable chunks across 31 providers and tools (the metric cards count as one).
STATSports, Firstbeat, Hawkin Dynamics and VALD sell wearables and testing devices. Their APIs return a customer's own athlete data, which includes personal and health data. The docs describe the API surface only: endpoints, field names, types and units as each vendor's public spec or reference page states them. They contain no athlete data, and none of these vendors' IDs join to a football data provider's IDs.
ESPN coverage consists of curated, dated observations of ESPN-hosted soccer endpoints, checked for eng.1 and esp.1. These observations are not an official API contract or an open-data licence. See ESPN access notes for source status and coverage notes for the tested requests and limitations.
Impect documentation is built solely from the public ImpectAPI/open-data repository — a static Bundesliga 2023/24 snapshot, representative of Impect's structure and metric definitions rather than a complete or current mirror. Impect's commercial API is deliberately not documented here. Every enum value, KPI name and field name in
docs/impect/is validated against that repository in CI (pnpm impect:truth,src/__tests__/impect-open-data-validation.test.ts). Data source: Impect; use is subject to the repository's own Terms of Use.
Docs for AI agents are only useful if they are correct, and prose about an API is exactly the kind of thing that drifts or gets invented. Where a machine-readable source of truth exists, this repo checks the docs against it in CI rather than trusting them.
| Providers | Ground truth | Checked by |
|---|---|---|
| kloppy, socceraction, soccerdata, mplsoccer, floodlight, databallpy, skillcorner, fast-forward, unravelsports | The installed package itself — enum members, importable symbols, class constants, Literal parameter vocabularies | src/__tests__/provider-truth.test.ts |
| Wyscout, SkillCorner, FMDB Pro, Sportradar | The vendor's own publicly published OpenAPI spec — endpoint paths and methods | src/__tests__/provider-truth.test.ts |
| BeSoccer | The vendor's published Postman collection — request vocabulary and parameters | src/__tests__/provider-truth.test.ts |
| Driblab | The vendor's published API guide — endpoint paths and methods. Field and group names are not in CI: the guide disagrees with the live API on them, so the docs follow the live API, checked by hand on 2026-09-22 | src/__tests__/provider-truth.test.ts |
| Impect | The public open-data repository | src/__tests__/impect-open-data-validation.test.ts |
| StatsBomb | ID and name pairs observed in a sample of the public open data (three matches per competition-season, at a pinned commit). IDs the sample lacks must be listed in both the Open Data Events specification and kloppy's parser. Regenerate with pnpm statsbomb:truth | src/__tests__/statsbomb-truth.test.ts |
| Opta | Stats Perform's F24 appendices, which have no machine-readable form. data/opta-truth.json holds each ID the docs use, with its label, checked by hand. The test also rejects the wrong meanings earlier docs gave some IDs (WRONG_MEANINGS in src/opta-truth.ts) | src/__tests__/opta-truth.test.ts |
| SportMonks | Type and state IDs as SportMonks publishes them on its definitions pages and in the types spreadsheet linked from its Types page (data/sportmonks-types-truth.json, fetched 2026-09-30). Not the full list: the complete one needs an API key | src/__tests__/sportmonks-truth.test.ts |
| Reep | The public OpenAPI spec (endpoint paths and methods), and one release's manifest and column schema (CSV table list, columns used in the SQL examples, licence and exclusions) |
ESPN has a separate observation check in src/__tests__/espn.test.ts. It validates
documented endpoint paths, field-table names and types, and source URLs against
data/espn-observations.json. These are selected structural observations, not a
published specification. CI reads them offline and does not contact ESPN.
Refresh manually with python3 scripts/observe_espn.py --scheduled-date YYYYMMDD,
choosing a future fixture date and using permitted access. The script stores no
raw responses. Review the diff, update the docs and dates, then rebuild the index.
Reep's snapshots age weekly, as a new release is cut each week. Run
python3 scripts/check_reep_live.py to check every download link and list what
has changed since the snapshots; the refresh steps are in specs/README.md.
pnpm check:upstream runs every upstream check in one report: pinned package
versions against PyPI, npm and GitHub, each spec snapshot against its public URL,
BeSoccer's and Driblab's truth regenerated from their Postman collection and Notion
page, and the free-source and Reep live checks below. It runs by hand, never in CI, and
lists what to review.
Free sources have no spec, and they tend to fail quietly: a page still answers
200 after the data has gone. Run python3 scripts/check_free_sources_live.py to
request each access path documented in docs/free-sources/ and check that the
response still carries the data the doc describes. When a doc's access recipe
changes, change its check in the same commit.
Truth files live in data/provider-truth/ and are generated, not hand-written:
pnpm provider:truth # rebuild every package truth file (needs python3.11)
pnpm openapi:truth # rebuild every spec-derived truth file
The specs those derive from are snapshots of publicly published, unauthenticated
vendor documentation. Source URLs, fetch dates and refresh instructions are in
specs/README.md. Wyscout's v3 and v4 specifications merge into
one truth file, because its docs span both. The v2 legacy specification is no
longer mirrored: the docs describe v3 and v4, and no documented fact derives from
the legacy surface.
Each package gets its own pinned venv — co-installing them makes pip silently
downgrade conflicting versions, which would produce truth that disagrees with the
docs. Bump a pin in scripts/gen_all_truth.sh and the matching version in
providers.json together, then re-run and fix whatever the tests flag.
A doc that names an enum member or importable symbol which does not exist in the
real package fails the build. scripts/gen_openapi_truth.py derives the same kind
of facts from a vendor OpenAPI spec, for providers documented that way.
Not every vocabulary is an enum. fast-forward's coordinate systems, orientations
and layouts are lowercase strings on Literal-annotated parameters, so the truth
files also record what each parameter accepts, and a doc writing
coordinates="statsbomb" fails the same way an invented enum member would.
Contributions are welcome from everyone. There are three ways to help:
request_update tool — AI agents can flag outdated or missing docs directly via the MCP server, which queues requests locally and points to the matching public GitHub issue templateYou don't need to be an expert. See CONTRIBUTING.md for the full guide.
Provider doc sources are tracked in providers.json. The crawl pipeline discovers the best doc source (llms.txt > ReadTheDocs > GitHub README) and writes markdown with provenance frontmatter.
Two registry fields narrow a crawl. llms_indexes lists llms.txt files that link to pages rather than contain them; the crawler follows those links (and nested indexes) to each page's markdown copy instead of running discovery. Sportradar uses it for its integration guide and Soccer Extended reference. exclude_categories skips whole pages, and exclude_sections drops named ##/### sections from pages that are otherwise kept, for content INCLUSION.md keeps out, such as odds. Pages crawled through an index are not byte-for-byte copies: the crawler drops the OpenAPI definition ReadMe appends and SVG diagrams, cuts example payloads over 3 KB with a note, replaces a data-point table repeated from an earlier page with a line naming that page, and marks a split long section "(continued)". It adds no other text.
npm run discover # probe sources without crawling
npm run crawl # crawl all providers with sources
npm run crawl -- --provider kloppy # crawl one provider
npm run ingest # rebuild search index from docs/
npm run ingest -- --provider kloppy # re-ingest one provider (incremental)
Each crawled doc carries provenance metadata (source URL, source type, upstream version, crawl timestamp) that is surfaced in search results, so agents can distinguish between curated content and upstream documentation.
A merge to main that touches docs/ or providers.json runs
.github/workflows/data.yml, which rebuilds the index, runs the tests against it,
checks that the published server can use it (scripts/check-data-compat.mjs),
and publishes it to the data-latest release. Installed servers pick it up within
about a day, including servers that have been running for days (they check again
every six hours, at most once a day). Merging a doc PR is therefore also shipping it; there is no later step at
which to stop it. To undo a bad doc change, revert it on main, which publishes a
newer build.
What the signature guarantees. The publish job signs the manifest with a key
held only in the data-publish environment, whose deployment policy allows only
main. A manifest that verifies was therefore produced by data.yml running on
main. Replacing release assets by hand, or from a workflow on another branch,
cannot produce one. It does not mean anyone reviewed the change: main
accepts a PR with no approvals, so anyone who can merge to main can still ship
data. Requiring approvals on main, or required reviewers on the data-publish
environment (which makes every doc publish wait for a person), would close that
too.
Rotating the key: generate a new ed25519 pair, add its public key to
TRUSTED_KEYS in src/data-signing.ts, release, then replace the
DATA_SIGNING_KEY environment secret and DATA_SIGNING_PUBLIC_KEY in data.yml.
Drop the old key in a later release. A lost private key is handled the same way.
The index carries its own metadata (meta table, src/data-format.ts): a schema
version, the oldest server version that can read it, the build stamp and the
provider registry. Two rules follow:
SCHEMA_SQL) needs DATA_SCHEMA_VERSION raised and an
npm release. Servers read only manifest-v<their schema>.json, so older servers
keep their last compatible data rather than breaking.providers.json field
the tools must read) needs MIN_SERVER_VERSION raised, and that server released
first. Until then the compatibility check fails, and no installed server would
accept the build anyway.Code changes, including changes to src/ingest.ts, still ship only through a
release.
Pushing the tag is the release. .github/workflows/release.yml runs on any
v* tag and does the rest: it re-runs the full check suite, creates the GitHub
Release, and publishes to npm.
Before a release, run pnpm check:upstream (see "Documentation validation"). It
reports any provider whose package, spec or live access path has moved since the
docs were written, so a release does not ship docs that are already stale. Fix or
note what it lists; a known, tracked failure (an open issue) need not block.
# 1. Bump the version in package.json and server.json (three fields in total).
# Land it on main through a pull request, as `chore: release vX.Y.Z`.
#
# 2. Tag the merge commit and push the tag.
git tag -a v0.11.0 -m "v0.11.0"
git push origin v0.11.0
site-stats.json (version, chunk and provider counts,
tools, per-provider chunks; pnpm site:stats prints the same) to the GitHub
Release. In nutmeg-site, pnpm football-docs:release reads it from the latest
release, rebuilds the football-docs section and saves the announcement card as
cards/football-docs-v<version>.png. Update its "What's new" text, then
pnpm deploy there.Release notes come from the body of the chore: release vX.Y.Z commit, so write
that message as the release notes you want readers to see. The workflow reads it
from the second parent when the tag sits on a merge commit, strips the commit
trailers, and falls back to GitHub's generated notes if the body is empty.
Three properties worth knowing, because each one exists to stop a specific failure:
package.json. A mismatch fails the job before
anything is created or published, so a version can never ship under another
version's name.There is no npm token in this repository. Publishing uses npm
trusted publishing: the registry
authenticates the workflow itself over OIDC, against a trust configuration on the
package that names this repository and this workflow file. Publishing rights are
bound to release.yml rather than to a secret that would work from anywhere it
leaked to, and there is nothing to rotate.
That trust was configured once, with the npm CLI:
npm trust github football-docs \
--repo withqwerty/football-docs \
--file release.yml \
--allow-publish
npm trust list football-docs shows it; npm trust revoke removes it. Renaming
release.yml, or publishing from a different workflow, breaks the match — by
design. Re-point it with npm trust github ... --file <new-name> if the file
ever moves.
Trusted publishing generates provenance automatically, so the tarball on npm is attested to this repository and this workflow run without the workflow asking for it.
Two consequences worth knowing:
Note that prepublishOnly runs pnpm build && pnpm ingest, which rebuilds
data/docs.db. Publishing by hand therefore leaves that file dirty in the
working tree; the content is unchanged, only SQLite's page layout differs, so
git checkout data/docs.db clears it.
MIT
get_paper | Look up one paper by DOI, arXiv ID, OpenAlex ID or Zotero item: authors, date, venue, all IDs, licence, open copies with their licences, abstract and a citation line. |
get_web_source | Read a public web page or PDF (a blog post, newsletter, club or vendor article, or an author's copy of a paper) as text, with its author, date, licence and Wayback Machine snapshots. Long pages come back by section. |
read_paper | Read a paper: the full text of an open copy, by section, with its licence; or the outline and short passages of a paper you supplied. Kept in your library, so a second read sends no request. |
match_quote | Check that a quote appears in a paper or web page: exact, normalised, close (with a score) or none, with the section, page and a W3C text quote selector. |
add_local_paper | Add a PDF you have to your library, for papers with no open copy. |
forget_paper | Remove one paper from your library. |
purge_cache | Delete your whole paper library (needs confirm: true). |
| FMDB Pro | 37 | api-access, api-endpoints, data-model, identity-surfaces, data-provenance |
| Sportradar | 481 | integration guide (API basics, coverage tiers, ID handling, match status, update frequencies, push, historical data), Soccer Extended v4 endpoint reference with data-point tables, FAQ, plus curated api-access, api-endpoints, data-model, charting-and-stories, integration-notes, data-provenance |
| socceraction | 34 | SPADL format, VAEP, Expected Threat |
| BeSoccer | 16 | api-access, api-endpoints, data-provenance |
| Driblab | 32 | api-access, api-endpoints, data-model, data-provenance |
| ESPN | 21 | api-access, scoreboard, match-summary, teams-and-standings, identity-and-coverage |
| Reep | 32 | overview, identity-and-ids, download-duckdb-csv, api, data-provenance |
| TheSportsDB | 20 | api-access, api-endpoints, livescore, identity-surfaces, data-provenance |
| FotMob | 5 | identity-surfaces, data-provenance |
| Soccerdonna | 5 | identity-surfaces, data-provenance |
| Transfermarkt | 10 | identity-surfaces, data-provenance, transfermarkt-datasets |
| STATSports | 70 | api-access, api-endpoints, data-model, drill-kpi-metrics (all 319 DrillKpiV7 fields), identity-surfaces, data-provenance |
| Firstbeat | 79 | api-access, api-endpoints, data-model, variables (100 scalars, 17 time series), identity-surfaces, data-provenance |
| Hawkin Dynamics | 69 | api-access, api-endpoints, data-model, test-metrics (535 metrics across 13 test types), identity-surfaces, data-provenance |
| VALD | 318 | api-access, api-endpoints, per-product endpoints and schemas (tenants, profiles, forcedecks, nordbord, forceframe, smartspeed, dynamo, humantrak), identity-surfaces, data-provenance |
| Metric cards | 101 | xg, npxg, xg_assisted, xa, ppda, progressive_passes, progressive_carries, xt, vaep, field_tilt, pass_completion; see Metric cards |
src/__tests__/provider-truth.test.ts, src/__tests__/reep.test.ts |
| STATSports, Firstbeat, Hawkin Dynamics, VALD | Each vendor's public OpenAPI spec (STATSports v5 to v7, Firstbeat's openapi.json, the document inline on Hawkin's API reference page, VALD's eight product specs) — endpoint paths and methods, and every field name in the docs' schema tables. The STATSports DrillKpiV7 table and the Hawkin metric tables must list the spec's and metrics.json's entries in full. Firstbeat's variable list has no machine-readable source and is copied by hand from its public variables page | src/__tests__/provider-truth.test.ts, src/__tests__/wearable-vendors.test.ts |