NBA Prop Lab
io.github.Khavel/proplabKhavelstreamable-httpv1.0.0-remoteScanned
NBA and WNBA player-prop analytics: daily board, graded track record, matchup and referee data.
10 tools: 1 do something that can't be undone, 8 change things and 1 only read.
- Reads private data · 0
- Reads text others write · 0
- Can send data out · 1
- 1 finding
Anlyon alternative
9 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
10 tools
Can't be undone 1Claude Code: ask
track_recordSettled record of the model's picks with optional filters.Can send data out1 finding
Why it is in this group
- The input addresses people (input.to): what it sends cannot be taken back.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- outboundThe input takes a destination (input.to): what the tool writes goes there.
Findings
- Warn
The server marks "track_record" read-only (readOnlyHint: true), and its own name, description or input give the class "irreversible".
What this check looks forMatched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The input addresses people (input.to): what it sends cannot be taken back.
Description, as the server wrote it Settled record of the model's picks with optional filters. Reading it: the overall*/total* fields count every pick the engine evaluated, including Weak ratings that are never published; the published record is the PREMIUM tier (premiumHitRate, goodPicks) and STANDARD (marginalPicks). Dates before 2026-04-03 are a backtest; use from=2026-04-03 for live picks only.
Annotations the server declares
- title: Public track record
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
Changes things 8Claude Code: ask
daily_boardThe published NBA or WNBA player-prop board for the next slate (player, stat, line, direction, tier, model score) and how the last settled board did (hits, misses, voids).No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it The published NBA or WNBA player-prop board for the next slate (player, stat, line, direction, tier, model score) and how the last settled board did (hits, misses, voids). Informational analysis, not betting advice.
Annotations the server declares
- title: Daily player-prop board
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
defense_vs_positionHow many points, rebounds and assists each team allows to guards, forwards and centers relative to the league average, with defensive rating, opponent pace and ranks.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it How many points, rebounds and assists each team allows to guards, forwards and centers relative to the league average, with defensive rating, opponent pace and ranks.
Annotations the server declares
- title: Defense vs position
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
gamesNBA and WNBA games on a date (defaults to today, US Eastern).No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it NBA and WNBA games on a date (defaults to today, US Eastern).
Annotations the server declares
- title: Games by date
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
nba_todayToday's NBA games with tip-off times, yesterday's final scores and the current standings by conference.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it Today's NBA games with tip-off times, yesterday's final scores and the current standings by conference.
Annotations the server declares
- title: NBA today
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
player_researchA player's recent game logs, today's prop lines across books with hit rates, injury status, next game context and the model's picks on that player.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it A player's recent game logs, today's prop lines across books with hit rates, injury status, next game context and the model's picks on that player.
Annotations the server declares
- title: Player research
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
referee_assignments_todayOfficiating crew of each NBA game today (published by the league the morning of game day) with each referee's fouls per game.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it Officiating crew of each NBA game today (published by the league the morning of game day) with each referee's fouls per game.
Annotations the server declares
- title: NBA referee assignments today
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
refereesAll NBA referees this season with games worked, fouls per game and fouls above the league average.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it All NBA referees this season with games worked, fouls per game and fouls above the league average.
Annotations the server declares
- title: NBA referees
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
usage_leadersPlayers ranked by usage rate this season, with last-10-games usage, minutes and points.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it Players ranked by usage rate this season, with last-10-games usage, minutes and points.
Annotations the server declares
- title: Usage rate leaders
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
Only reads 1Show 1 read-only tool
search_playersFind NBA and WNBA players by name; returns their ids for player_research.No findings
Why it is in this group
- The name "search_players" says "search": a word for reading.
Description, as the server wrote it Find NBA and WNBA players by name; returns their ids for player_research.
Annotations the server declares
- title: Search players
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write0
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out1
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
- Warntrack_record
The server marks "track_record" read-only (readOnlyHint: true), and its own name, description or input give the class "irreversible".
What this check looks forMatched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The input addresses people (input.to): what it sends cannot be taken back.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0-remote. Values in angle brackets are yours to fill in.
claude mcp add --transport http proplab https://nbaproplab.com/mcpclaude mcp add --transport http proplab https://nbaproplab.com/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__proplab__search_players"
],
"ask": [
"mcp__proplab__daily_board",
"mcp__proplab__track_record",
"mcp__proplab__defense_vs_position",
"mcp__proplab__usage_leaders",
"mcp__proplab__referee_assignments_today",
"mcp__proplab__referees",
"mcp__proplab__nba_today",
"mcp__proplab__games",
"mcp__proplab__player_research"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as proplab. Review it before you use it.
Capability tags behind 1 rule
- mcp__proplab__track_record outbound
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/io.github.Khavel/proplab/verify?hash=ed9800f7c839a270abc7a4ee3f814a18aa64fff8f2c070f602314ac1e9be49bc" | jq -e '.changed == false'Pinned hash ed9800f7c839, from Oct 22, 2026, 19:17 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/io.github.Khavel/proplab/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/io.github.Khavel/proplab)Source: MCP Registry · repository. Synced Oct 22, 2026, 19:17 UTC.