Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
CS2 match data for AI assistants: matches, maps, vetoes, rounds, player stats, teams, rankings.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
ESPORTSODDS_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"esportsodds": {
"command": "uvx",
"args": [
"esportsodds",
"mcp"
],
"env": {
"ESPORTSODDS_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add esportsodds --env ESPORTSODDS_API_KEY=your-value -- uvx esportsodds mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"esportsodds": {
"command": "uvx",
"args": [
"esportsodds",
"mcp"
],
"env": {
"ESPORTSODDS_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"esportsodds": {
"type": "stdio",
"command": "uvx",
"args": [
"esportsodds",
"mcp"
],
"env": {
"ESPORTSODDS_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account esportsodds, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: ESPORTSODDS_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.5) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Reelsaw
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
The official Python client for the [esportsodds.gg](https://esportsodds.gg/cs2-api) CS2 data API.
Counter-Strike 2 matches and results, team and player stats, tournaments, rankings and a derived market line, returned as plain Python dicts. Standard library only: there is nothing else to install.
Get CS2 match data and stats without scraping HLTV. This package is a client for a paid API; it is not an official HLTV/Valve API.
pip install esportsodds
Python 3.10 or newer. No dependencies.
Try it first, with no account: set ESPORTSODDS_API_KEY to the public sample key eo_sample_public, which reads a fixed sample of past matches. It is shared by everyone and rate-limited per network address. For evaluation; our Terms apply.
No subscription yet? A free sandbox key reads a fixed sample of past matches, so you can build against real responses first. The quickstart below asks for upcoming matches, which are outside the sample, so with either key start with sandbox_tour.py and a tournament id from the guide. Any request outside the sample raises PermissionDeniedError (sandbox_scope), and its message names the events that work.
from esportsodds import Client
client = Client() # reads ESPORTSODDS_API_KEY from the environment
for match in client.matches.list(status="scheduled", sort="scheduled_at", limit=5).data: print(match["scheduled_at"], match["team_a_name"], "vs", match["team_b_name"])
2026-10-08T14:00:00Z Team A vs Team B
2026-10-08T17:30:00Z Team C vs Team D
Every call returns what the API sent, as ordinary dicts and lists. A list call returns a Page (page.data, page.next_cursor, page.has_more, page.meta); a call for one thing returns a dict.
Matches come newest first unless you say otherwise, which is what you want for results. For scheduled matches that order starts with the fixture furthest away, so the quickstart passes sort="scheduled_at" to get the next ones to be played.
There are two plans, billed monthly or yearly and paid up front: Standard is $99 a month for 50,000 requests and Pro is $299 a month for 150,000 requests. A year costs ten months: $990 a year for Standard and $2,990 a year for Pro, two months free. Requests are counted per account, per calendar month (UTC), across every key the account owns. There is no trial. A free sandbox key reads a fixed sample of past matches, up to 2,000 requests in total, with no card; it is not a plan, and current data needs one. Past your plan's requests, calls get a 429 with the code quota_exceeded until the month resets, and this client raises QuotaExceededError without retrying (retrying cannot help). A spent sandbox key gets sandbox_quota_exceeded, raised the same way (it never resets), and a request outside its sample raises PermissionDeniedError (sandbox_scope, not counted).
The bulk export (matches.bulk() and the walkers built on it) has one more limit. On a Standard account that first subscribed on or after 30 October 2026 you may make up to 250 bulk-export requests a month; past that the API answers 429 with bulk_quota_exceeded, which raises QuotaExceededError without retrying and leaves every other call working. Pro has no bulk limit, and a Standard account that first subscribed before that date has none either.
Create a key in your account after you subscribe, then keep it out of your code:
export ESPORTSODDS_API_KEY="eo_live_..."
Authorization: Bearer header, never in a URL. It shows only the last four characters in repr() and never puts the key in an error message or a log line.http:// is accepted for localhost and other loopback addresses (127.0.0.1, ::1) alone, and redirects are never followed, so a key cannot be sent to a different host.| Environment variable | Meaning |
|---|---|
ESPORTSODDS_API_KEY | Your API key, used when api_key is not passed. |
ESPORTSODDS_BASE_URL | The API address, used when base_url is not passed. |
Client(...) argument | Default | Meaning |
|---|---|---|
api_key | None | Your key. When omitted, ESPORTSODDS_API_KEY is read; with neither, ValueError. |
base_url | https://api.esportsodds.gg | The API address. HTTPS only, except localhost and other loopback addresses. |
game | "cs2" | The title to query. CS2 is the only one with data today. |
timeout | 30.0 | Seconds to wait for a reply. The bulk export always waits at least 120. |
max_retries | 3 | Retries per call for the failures listed under Errors. 0 turns retries off. |
transport | None | Your own HTTP stack: any object with send(TransportRequest) -> TransportResponse. |
A Client is safe to share between threads. Use it as a context manager (with Client() as client:) or call client.close() when you are finished: it closes a custom transport that has a close() method (the default one keeps no connections open, so it has nothing to release).
Every endpoint is one method. {game} is the client's game, and {id} accepts the UUID or, for teams, players and tournaments, the slug.
| Call | Endpoint | Returns | What it gives you |
|---|---|---|---|
client.matches.list() | GET /v1/{game}/matches | Page | Fixtures and results, newest first; filter by status, tournament, team, dates and has, order with sort. |
client.matches.bulk() | GET /v1/{game}/matches/bulk | Page | Matches with their maps, stats and more embedded (include=), 25 per request. |
client.matches.get(match) | GET /v1/{game}/matches/{id} | dict | One match; include= embeds teams, tournament, odds or sub-resources. |
client.matches.maps(match) | GET /v1/{game}/matches/{id}/maps | Page | Map-by-map results. |
client.matches.stats(match) | GET /v1/{game}/matches/{id}/stats | Page | Per-player stat lines, whole match and per map. |
client.matches.vetoes(match) | GET /v1/{game}/matches/{id}/vetoes | Page | The map pick and ban sequence. |
client.matches.rounds(match) | GET /v1/{game}/matches/{id}/rounds | Page | Round-by-round team stats: economy, opening duels, clutches, bomb events. |
client.matches.history(match) | GET /v1/{game}/matches/{id}/history | Page | What a match used to say: each change with its value before and after. |
client.matches.depth(match) | GET /v1/{game}/matches/{id}/depth | dict | Per-player weapons, grenades, hit groups, duels and flashes. |
client.matches.lineups(match) | GET /v1/{game}/matches/{id}/lineups | Page | Each team's listed roster before the match. |
client.matches.streams(match) | GET /v1/{game}/matches/{id}/streams | Page | The channels broadcasting a match. |
client.odds.list() | GET /v1/{game}/odds | Page | The derived market line, as history or as the current board. |
client.teams.list() | GET /v1/{game}/teams | Page | Every team, alphabetically; find one by name with q. |
client.teams.get(team) | GET /v1/{game}/teams/{id} | dict | One team. |
client.teams.h2h(team, opponent=...) | GET /v1/{game}/teams/{id}/h2h | dict | The head-to-head record between two teams. |
client.teams.form(team) | GET /v1/{game}/teams/{id}/form | Page | Recent completed results, newest first. |
client.teams.ratings(team) | GET /v1/{game}/teams/{id}/ratings | Page | The team's rating history, one point per match. |
client.teams.maps(team) | GET /v1/{game}/teams/{id}/maps | Page | The team's record on each map. |
client.teams.round_stats(team) | GET /v1/{game}/teams/{id}/round-stats | dict | Round-level playstyle rates: side win rates, pistols, opening duels. |
client.teams.vetoes(team) | GET /v1/{game}/teams/{id}/vetoes | dict | A team's own picks, bans and deciders per map, with a permaban flag. |
client.teams.results(team) | GET /v1/{game}/teams/{id}/results | Page | Recent results with every map's score and both teams' ratings going in. |
client.teams.rivals(team) | GET /v1/{game}/teams/{id}/rivals | Page | The opponents a team meets most, with the head-to-head and rating gap. |
client.teams.roster_history(team) | GET /v1/{game}/teams/{id}/roster-history | Page | The five players fielded in each recent match, with roster changes. |
client.teams.players(team) | GET /v1/{game}/teams/{id}/players | dict | The players in the team's newest match with stats, with their last-12-month figures. |
client.tournaments.list() | GET /v1/{game}/tournaments | Page | Every tournament, newest first; search by name with q. |
client.tournaments.get(tournament) | GET /v1/{game}/tournaments/{id} | dict | One tournament. |
client.tournaments.teams(tournament) | GET /v1/{game}/tournaments/{id}/teams | Page | The participating teams, by seed. |
client.players.list() | GET /v1/{game}/players | Page | Every player, alphabetically by nickname; search by nickname with q. |
client.players.get(player) | GET /v1/{game}/players/{id} | dict | One player. |
client.players.career(player) | GET /v1/{game}/players/{id}/stats | dict | A player's career totals and averages. |
client.players.performance(player) | GET /v1/{game}/players/{id}/performance | dict | Last-12-month figures over recorded maps, each with its percentile among players with a page. |
client.players.maps(player) | GET /v1/{game}/players/{id}/maps | dict | The player's figures on each map they have a recorded map on. |
client.players.matches(player) | GET /v1/{game}/players/{id}/matches | Page | Recent completed matches, newest first, with the player's own line. |
client.players.teams(player) | GET /v1/{game}/players/{id}/teams | dict | The player's team history as stints. |
client.players.weapons(player) | GET /v1/{game}/players/{id}/weapons | dict | Weapon and hit-group totals over the last 12 months. |
client.rankings.list() | GET /v1/{game}/rankings | Page | A team or player leaderboard over a rolling three-month window. |
client.rankings.history() | GET /v1/{game}/rankings/history | Page | The team board at each of the last weekly marks. |
client.rankings.round_stats() | GET /v1/{game}/rankings/round-stats | Page | Round-level figures for the top teams, in board order. |
client.maps.list() | GET /v1/{game}/maps | Page | League-wide figures for each competitive map. |
client.maps.teams(map) | GET /v1/{game}/maps/{id}/teams | Page | How each team fares on, and chooses around, one map. |
client.coverage.list() | GET /v1/{game}/coverage | Page | What data exists and how often it refreshes. |
client.model.metrics() | GET /v1/{game}/model/metrics | Page | Transparency metrics for the model line, per market. The model line is coming soon; the list may be empty. |
client.ws_token() | POST /v1/{game}/ws-token | dict | A 60-second ticket for the WebSocket. Costs no requests. |
client.health() | GET /health | dict | The service status. Needs no key and is never retried. |
Filters are keyword arguments named as in the API reference. A list given for a comma-separated filter (has=["rounds", "depth"], include=["maps", "stats"]) is joined for you; a datetime or
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