Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Premier League, MLS and European football: lineups, shot maps, xG, tables and odds. REST and MCP.
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.
x-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 …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http strikerapi https://mcp.strikerapi.com/mcp --header 'x-api-key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"strikerapi": {
"url": "https://mcp.strikerapi.com/mcp",
"headers": {
"x-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": {
"strikerapi": {
"type": "http",
"url": "https://mcp.strikerapi.com/mcp",
"headers": {
"x-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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
x-api-key secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 noahowsh, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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: x-api-key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.6) reached the registry 21 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, topo^alpin
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.
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The soccer data API. Results, lineups, box scores and match events for 17 competitions, from the Premier League, MLS, La Liga, Serie A, the Bundesliga, Ligue 1 and the Champions League to the EFL Championship, the NWSL, Liga MX, the Europa League, the Conference League, the Eredivisie, the Primeira Liga, the Scottish Premiership, Brazil's Serie A and Argentina's Liga Profesional, with the location of every charted shot, our own expected goals and Elo ratings, sportsbook lines and anytime goalscorer prices. REST API and MCP server. 500 free credits every month, no card.
Website: https://strikerapi.com · Docs: https://strikerapi.com/docs · Get a key: https://strikerapi.com/signup
You: "Which Premier League teams allowed the most xG from set pieces last season?"
Claude: [calls get_team_stats]
You: "Show Arsenal's shot map against Chelsea in their last meeting." Claude: [calls get_shot_map]
You: "What was Erling Haaland's anytime goalscorer price at each sportsbook before his last match?" Claude: [calls get_player_props]
Most clients connect to https://mcp.strikerapi.com/mcp directly. For a client that launches a local process instead:
git clone https://github.com/noahowsh/strikerapi-mcp.git && cd strikerapi-mcp && npm install
STRIKERAPI_API_KEY=your_key node index.js
{ "mcpServers": { "strikerapi": { "command": "node", "args": ["/path/to/strikerapi-mcp/index.js"], "env": { "STRIKERAPI_API_KEY": "your_key" } } } }
It forwards to the hosted server with your key, so every tool and credit cost is the same.
The skills/ folder holds 16 Claude skills that turn Claude into a soccer analyst on top of these tools: match lookup, team and player analysis, odds comparison, xG and shot maps, Elo, Poisson and Dixon-Coles score models, three-way devigging, calibration, edge detection, backtesting and anytime goalscorer modeling. Each skill names the exact tools it calls and what they cost.
git clone https://github.com/noahowsh/strikerapi-mcp.git
Or install them as a Claude Code plugin:
/plugin marketplace add noahowsh/strikerapi-mcp
/plugin install strikerapi-skills@strikerapi
Or with the skills CLI: npx skills add noahowsh/strikerapi-mcp.
Then point Claude at the skills/ folder (for Claude Code, copy or symlink the folders into ~/.claude/skills/) and connect the server below. Start with dispatch if you are unsure which skill to use. Full catalog: skills/README.md.
The official Python client is on PyPI: strikerapi.
pip install strikerapi
export STRIKERAPI_API_KEY=sk_live_...
from strikerapi import Client, to_dataframe
client = Client()
table = client.get_standings(league="mls") df = to_dataframe(table, key="standings") print(df[["group_name", "rank", "display_name", "played", "points"]].head(10))
Typed errors for a bad key, no credits left, not found and rate limits, automatic retries, and to_dataframe for pandas.
This is a hosted (remote) MCP server over Streamable HTTP. There is nothing to install.
Claude Code
claude mcp add --transport http strikerapi "https://mcp.strikerapi.com/mcp?key=YOUR_API_KEY"
Claude Desktop, Cursor and other clients
{
"mcpServers": { "strikerapi": { "url": "https://mcp.strikerapi.com/mcp?key=YOUR_API_KEY" } } }
The key can also be sent as an x-api-key header or Authorization: Bearer. Connecting and listing tools works without a key; calling a tool needs one.
REST
curl -X POST https://mcp.strikerapi.com/v1/list_teams -H "x-api-key: YOUR_API_KEY"
Every tool is POST /v1/{tool} with a JSON body.
Runnable Python (standard library only) and Node 18+ (no dependencies) examples live in examples/:
examples/python/quickstart.py and examples/node/quickstart.mjs: schedule plus a headline call.examples/python/soccer_shot_map_xg.py: One match, two views.export STRIKERAPI_API_KEY=your_key
python3 examples/python/quickstart.py node examples/node/quickstart.mjs
See examples/README.md for details. Get a free key (500 credits a month, no card) at https://strikerapi.com/signup.
| Tool | What it returns |
|---|---|
list_teams | Club ids, abbreviations and colours for a season |
search_players | Find players by name |
list_games | Fixtures and results by season, stage, date, range or club |
get_schedule | Upcoming fixtures with the median three-way line across sportsbooks |
get_standings | The league table: points, deductions, goal difference, home and away, form |
get_ratings | Our club Elo ratings, ranked |
get_head_to_head | Two clubs' meetings: record, goals and every result |
get_game | One match: score, both box scores, every player's line, key events, each book's line |
get_lineups | Formations, starting XIs, benches and substitutions with minutes |
get_player | Profile, per-season totals and per-90 rates, last 10 matches |
get_player_games | A player's full match log |
get_leaders | Season leaders: goals, assists, shots, xG, cards, saves |
get_team_stats | Per-match averages: goals, xG, shots, possession, passing, discipline, for and against |
get_odds | Every sportsbook's three-way moneyline, goal handicap and total for a match (5) or a day (10), with results |
get_events | Match events: goals, cards, substitutions, shots with location and xG, fouls, corners |
get_shot_map | Shot map for a club, player or defence: every located shot with outcome and xG, plus zone totals |
get_line_movement | Snapshots of each sportsbook's line before kick-off |
get_player_props | Anytime goalscorer prices by sportsbook, opening and closing |
get_prop_history | A player's anytime goalscorer price against whether he scored, match by match |
Leagues: soccer (default, Premier League), mls, laliga, seriea, bundesliga, ligue1, ucl, championship, nwsl, ligamx, uel, uecl, eredivisie, primeira, scotland, brazil, argentina (pass league to any tool).
Coverage by season, read live from the database: https://strikerapi.com/docs
500 free credits every month, no card. Plans: Starter $19/mo (10,000 credits), Pro $49/mo (30,000), Scale $149/mo (125,000). Wallet top-ups from $5, never expire. https://strikerapi.com/pricing
Expected goals and ratings are ours. Not affiliated with any league, club or federation.
MIT for the contents of this repository. Data terms as above.
Add this repo as a Codex plugin marketplace, then install the plugin:
codex plugin marketplace add noahowsh/strikerapi-mcp
Then open the plugin directory in Codex and install strikerapi-skills from the strikerapi marketplace. The plugin bundles the skills in skills/ and the StrikerAPI MCP server (https://mcp.strikerapi.com/mcp). Set your key first (free at https://strikerapi.com/signup):
export STRIKERAPI_API_KEY=your_key
Codex sends it as a bearer token.
export STRIKERAPI_API_KEY=your_key
gemini extensions install https://github.com/noahowsh/strikerapi-mcp
The extension adds the StrikerAPI MCP server (https://mcp.strikerapi.com/mcp) and sends the key in the x-api-key header. Get a free key (500 credits a month) at https://strikerapi.com/signup.