esportsodds.gg
PYPI · ESPORTSODDS
CS2 match data for AI assistants: matches, maps, vetoes, rounds, player stats, teams, rankings.
Available components
Last scanned (1 day ago)
Scores higher than 80% of PyPI servers
Category Entertainment and Games
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to esportsodds/esportsodds-python). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 1 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability70
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 3055 tokens (~127/item across 24 items; 24 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage94
- 92% of tools have a non-trivial description (not blank, and not just the tool's name).Partial
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 24 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 25 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 65
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/esportsodds@0.4.5
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | esportsodds/esportsodds-python |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/esportsodds/esportsodds-python/.github/workflows/publish.yml@refs/tags/v0.4.5 |
| Rekor log index | 3599095424 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:dfd06e4c1d5a579a83a725f1ac79e80639a6c0249c6f2b4be26e96d7e19936c2 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 0 packages
| Packages resolved | 0 |
|---|---|
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
maps_list Map figures ~113
Each competitive map's league-wide figures: maps played, average rounds, rounds played and won on each side, and the bans and picks recorded in vetoes. Most played first. Read a map's bans and picks against its own `veto_matches`.
| Name | Type | Req | Description |
|---|---|---|---|
| era | string | – | `cs2` or `all` (the default). |
| window | string | – | A trailing span of whole months from `"1m"` to `"12m"` (default `"6m"`); there is no `"all"`. |
No output schema declared.
No examples provided.
matches_get Get a match ~154
One match. The `data_available` flags say which sub-resources exist for it. Pass `include` to get the ones you need back in this same request.
| Name | Type | Req | Description |
|---|---|---|---|
| include | string | – | Embed related resources: `teams` (adds `team_a`/`team_b`), `tournament` and `odds` (the latest line per outcome), or the match's own `maps`, `stats`, `vetoes`, `rounds`, `depth`, `lineups`, `streams`… |
| match | string | yes | The match's id, which is always a UUID. |
No output schema declared.
No examples provided.
matches_lineups Match lineups ~87
Pre-match roster snapshots. A snapshot is a listed roster (substitutes included), not a confirmed starting five; the players who played are in `stats`. Also in the match itself: get the match with `include="lineups"` to save this request.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | yes | The match id (a UUID). Matches have no slug: find one with `matches_list`. |
No output schema declared.
No examples provided.
matches_list List matches ~356
One page of matches, newest fixture first. That order starts a list of scheduled matches with the fixture furthest away. For the next matches to be played, pass `status="scheduled", sort="scheduled_at"`. Returns 20 rows unless you set `limit`; when `next_cursor` is not null, pass it as `cursor` for the next page.
| Name | Type | Req | Description |
|---|---|---|---|
| changed_since | string | – | Only matches whose `changed_at` is at or after this instant; the change feed (prefer `iter_changes`, which also handles the overlap). |
| cursor | string | – | `next_cursor` from the previous page; omit for the first. |
| date_from | string | – | Scheduled on or after this day (UTC, inclusive). |
| date_to | string | – | Scheduled on or before this day (UTC, inclusive of the whole day). |
| has | string | – | Only matches that carry all of these sub-resources, for example `["rounds", "depth"]`. Several values: comma-separated. |
| limit | integer | – | Page size (default 100, maximum 500). |
| sort | string | – | `-scheduled_at` (default, newest first), `scheduled_at` (oldest first, which for scheduled matches is soonest first), `changed_at` or `-changed_at`. A cursor is tied to the sort it came from. |
| status | string | – | `scheduled`, `live`, `completed` or `cancelled`. With `scheduled`, also pass `sort="scheduled_at"` to get the next fixtures, not the furthest away. |
| team | string | – | Only this team's matches (id). |
| tournament | string | – | Only this tournament's matches (id). |
No output schema declared.
No examples provided.
matches_maps Match map scores ~60
Per-map scores for one match. Also in the match itself: get the match with `include="maps"` to save this request.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | yes | The match id (a UUID). Matches have no slug: find one with `matches_list`. |
No output schema declared.
No examples provided.
matches_rounds Match rounds ~64
Round-by-round team stats for one match. Also in the match itself: get the match with `include="rounds"` to save this request.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | yes | The match id (a UUID). Matches have no slug: find one with `matches_list`. |
No output schema declared.
No examples provided.
matches_stats Match player stats ~61
Per-player performance stats for one match. Also in the match itself: get the match with `include="stats"` to save this request.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | yes | The match id (a UUID). Matches have no slug: find one with `matches_list`. |
No output schema declared.
No examples provided.
matches_vetoes Match vetoes ~70
The map veto (pick and ban) sequence for one match. Also in the match itself: get the match with `include="vetoes"` to save this request.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | yes | The match id (a UUID). Matches have no slug: find one with `matches_list`. |
No output schema declared.
No examples provided.
odds_list Market line ~231
Odds lines, newest first. With `match` this is that match's line history, paginated by `cursor`. Without it (or with `match` and `latest=True`) it is a snapshot: the latest line per market and outcome, in a single page capped at `limit`, whose `next_cursor` is always null. Returns 20 rows unless you set `limit`; when `next_cursor` is not null, pass it as `cursor` for the next page.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | `next_cursor` from the previous page (match history only). |
| latest | boolean | – | With `match`, return the current board instead of the tick history. |
| limit | integer | – | Page size (default 200, maximum 1000). |
| market | string | – | With `match`, only this market type (for example `match_winner`). |
| match | string | – | One match's id. |
| source | string | – | `eo_market` or `eo_model`. `eo_model` rows are absent until the model line is released. Omit for both. |
No output schema declared.
No examples provided.
players_career Player career stats ~44
A player's all-time career totals and averages (averages are null with no rated maps).
| Name | Type | Req | Description |
|---|---|---|---|
| player | string | yes | The player's id (a UUID) or its slug. |
No output schema declared.
No examples provided.
players_get Get a player ~80
One player.
| Name | Type | Req | Description |
|---|---|---|---|
| include | string | – | `rank` fills `own_rank`, the player's position on the 3-month leaderboard. Several values: comma-separated. |
| player | string | yes | The player's id or slug. |
| rank | boolean | – | The same as `include="rank"`. Off by default because it costs the API an extra query. |
No output schema declared.
No examples provided.
players_list List players ~230
One page of players, by nickname. Returns 20 rows unless you set `limit`; when `next_cursor` is not null, pass it as `cursor` for the next page.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | `next_cursor` from the previous page. |
| ids | string | – | Look up specific players: up to 500 ids, as a list or comma-separated string. Several values: comma-separated. |
| limit | integer | – | Page size (default 100, maximum 500). |
| q | string | – | Search by nickname, 2 to 100 characters, case-insensitive: matches a player's nickname or slug. |
| role | string | – | One in-game role: `AWP`, `IGL`, `Lurker`, `Rifler` or `Support` (exact, case-sensitive; only some players have one on file). |
| slug | string | – | Exact slug match. |
| sort | string | – | `nickname` (default) or `slug`; prefix `-` to reverse. |
| team | string | – | Only this team's roster (id). |
No output schema declared.
No examples provided.
players_matches Player matches ~95
A player's recent completed matches, newest first, with the team they played for, the opponent, the series score from their side, the tournament and their own kills, deaths and ADR. Walkovers and matches before Counter-Strike 2 are left out. Not paginated.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | How many matches to return (default 10, maximum 25). |
| player | string | yes | The player's id or slug. |
No output schema declared.
No examples provided.
rankings_list Rankings ~217
A leaderboard. Not paginated: `limit` truncates the board and `next_cursor` is always null.
| Name | Type | Req | Description |
|---|---|---|---|
| delta_days | integer | – | Days back that a team's `rank_delta` is measured against, 1 to 90 (default 7). |
| include | string | – | `trend` adds, to each team row, the board value at each of the last twelve weekly marks, oldest first. Several values: comma-separated. |
| limit | integer | – | Rows to return (default 100, maximum 500). |
| region | string | – | One circuit region, by full name. |
| role | string | – | One player role (with `type="player"`). |
| sort | string | – | `rank` (default), `value` or `name`; prefix `-` to reverse. Re-sorting reorders the rows but never changes their `rank`. |
| type | string | – | `team` (default) or `player`. They rank on different metrics, named in each row's `metric`. |
No output schema declared.
No examples provided.
teams_form Team form ~54
A team's recent completed results, newest first (default 10, maximum 50).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | How many rows to return. |
| team | string | yes | The team's id (a UUID) or its slug. |
No output schema declared.
No examples provided.
teams_get Get a team ~80
One team.
| Name | Type | Req | Description |
|---|---|---|---|
| include | string | – | `rank` fills `own_rank`, the team's position on the 3-month leaderboard. Several values: comma-separated. |
| rank | boolean | – | The same as `include="rank"`. Off by default because it costs the API an extra query. |
| team | string | yes | The team's id or slug. |
No output schema declared.
No examples provided.
teams_h2h Head to head ~48
The completed-match record between two teams.
| Name | Type | Req | Description |
|---|---|---|---|
| opponent | string | yes | The other team (id or slug). Required. |
| team | string | yes | The first team (id or slug). |
No output schema declared.
No examples provided.
teams_list List teams ~196
One page of teams, by name. Returns 20 rows unless you set `limit`; when `next_cursor` is not null, pass it as `cursor` for the next page.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | `next_cursor` from the previous page. |
| limit | integer | – | Page size (default 100, maximum 500). |
| q | string | – | Search by name, 2 to 100 characters, case-insensitive: matches a team's name, short name, slug or alternate name. |
| region | string | – | One circuit region, by full name: `Europe`, `North America`, `South America`, `Asia`, `CIS`, `Oceania` or `Africa`. |
| slug | string | – | Exact slug match (returns the one team, or an empty page). |
| sort | string | – | `name` (default) or `slug`; prefix `-` to reverse. |
No output schema declared.
No examples provided.
teams_maps Team map record ~178
A team's win and loss record per map, best win rate first. With no arguments this covers the team's whole history, including maps that have left the pool. The arguments narrow it to what is current.
| Name | Type | Req | Description |
|---|---|---|---|
| active | boolean | – | Only the maps in today's Active Duty pool. |
| era | string | – | `cs2` keeps Counter-Strike 2 matches only; `all` (the default) keeps every one. |
| include | string | – | `detail` adds each map's last-played date, pool membership and the team's round record by side and in pistol rounds. Several values: comma-separated. |
| team | string | yes | The team's id or slug. |
| window | string | – | A trailing span such as `"6m"` (whole months, up to `"60m"`) or `"all"` (the default). |
No output schema declared.
No examples provided.
teams_players Team players ~122
The players in a team's newest completed match with stats, usually five. Each comes with their own figures over the last 12 months (the same as `players.performance`), whether they have a player page, and when their current run with the team began. `as_of` is that match's date; a team with no such match returns `as_of: null` and no players. A figure from fewer than 10 recorded maps is null. Players are identified by nickname, country and role only.
| Name | Type | Req | Description |
|---|---|---|---|
| team | string | yes | The team's id or slug. |
No output schema declared.
No examples provided.
teams_results Team results ~83
A team's completed, decided matches, newest first, with every played map's score and both teams' ratings going into the match (default 20, maximum 100).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | How many results to return. |
| opponent | string | – | Only the matches against this team (id or slug). |
| team | string | yes | The team's id or slug. |
No output schema declared.
No examples provided.
tournaments_get Get a tournament ~33
One tournament (id or slug).
| Name | Type | Req | Description |
|---|---|---|---|
| tournament | string | yes | The tournament's id (a UUID) or its slug. |
No output schema declared.
No examples provided.
tournaments_list List tournaments ~212
One page of tournaments. Returns 20 rows unless you set `limit`; when `next_cursor` is not null, pass it as `cursor` for the next page.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | `next_cursor` from the previous page. |
| event_type | string | – | `lan` or `online`. |
| limit | integer | – | Page size (default 100, maximum 500). |
| q | string | – | Search by name, 2 to 100 characters, case-insensitive: matches a tournament's name or slug. |
| region | string | – | One circuit region, by full name (for example `Europe`). |
| slug | string | – | Exact slug match. |
| status | string | – | `upcoming`, `ongoing`, `finished` or `cancelled`. |
| tier | string | – | One prestige tier, `S` (highest) down to `C`. |
| year | integer | – | Tournaments starting in this calendar year (2000 to 2100). |
No output schema declared.
No examples provided.
tournaments_teams Tournament teams ~36
The teams that took part in a tournament.
| Name | Type | Req | Description |
|---|---|---|---|
| tournament | string | yes | The tournament's id (a UUID) or its slug. |
No output schema declared.
No examples provided.
How do I install the esportsodds.gg MCP server?
esportsodds.gg runs locally as a PyPI package, launched with uvx esportsodds. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · esportsodds
claude mcp add esportsodds-esportsodds -- uvx esportsodds
What is the esportsodds.gg MCP server?
esportsodds.gg is an MCP server listed in the public MCP registry as io.github.esportsodds/esportsodds. CS2 match data for AI assistants: matches, maps, vetoes, rounds, player stats, teams, rankings. This page covers its PyPI package (esportsodds).
Is the esportsodds.gg MCP server safe to use?
esportsodds.gg scores 80 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the esportsodds.gg MCP server expose?
esportsodds.gg exposes 24 tools: matches_list, matches_get, matches_maps, matches_stats, matches_vetoes, and 19 more. Their descriptions and schemas cost roughly 2,904 tokens of context every time the server is loaded.
Is the esportsodds.gg MCP server still maintained?
esportsodds.gg is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the esportsodds.gg MCP server under?
esportsodds.gg declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.