Statbotics

io.github.withinfocusPublished by GitHub account withinfocusv1.2.0Updated Oct 27, 2026

Statbotics MCP Server

VerifiedSTDIODesktop onlyLocation & LifestyleData & Analytics

Overview

AI-generated overview

Local MCP server that gives an assistant read access to Statbotics data on FIRST Robotics Competition teams, events, matches and EPA ratings.

What you can do
  • Look up seasons and season-level statistics from 2002 to the current year
  • Retrieve team profiles, EPA ratings, win rates and historical performance
  • Get team statistics for specific seasons
  • Query event details, predictions and team performance at events
  • Retrieve match data, predictions, results and team-level match statistics
When to use it
Useful when you want an assistant to answer questions or run analysis about FIRST Robotics Competition teams, events and matches, such as comparing EPA ratings, checking event predictions or reviewing match results.
Requirements
Runs as a local process on the user's machine, installed from the npm package or a Docker image. Node.js is needed for the npx route, or Docker for the container route. No API key or environment variables are required, but network access to the Statbotics API is needed.
Before you install
The server reads from a third-party public API, so queries and the data they concern are sent to Statbotics. Tools are described as retrieval only; no credentials are requested.

Installation

In SourceWeft

  1. Open Statbotics in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Statbotics MCP Server

A Model Context Protocol (MCP) server that provides access to the Statbotics API for FIRST Robotics Competition statistical data and predictions. Enables AI assistants and other MCP clients to retrieve FRC team EPA ratings, event predictions, and match analytics.

Features

  • Team Statistics: Get EPA ratings, win rates, and historical performance for FRC teams
  • Event Data: Access event details, predictions, and team performance at events
  • Match Analytics: Retrieve match predictions, results, and team-level match statistics
  • Year-over-Year Data: Query statistical trends from 2002 to the current year
  • Type Safety: All responses validated with Zod schemas
  • No API Key Required: Statbotics API is freely accessible

Installation

npm (Recommended)

bash
npm install -g @withinfocus/statbotics-mcp-server

Docker

Pull the image from GitHub Container Registry:

bash
docker pull ghcr.io/withinfocus/statbotics-mcp-server:latest

Or build locally:

bash
git clone https://github.com/withinfocus/statbotics-mcp-server.gitcd statbotics-mcp-serverdocker build -t statbotics-mcp-server .

Usage

With npm

Add to your MCP client configuration (e.g., Claude Desktop):

json
{  "mcpServers": {    "statbotics": {      "command": "npx",      "args": ["-y", "@withinfocus/statbotics-mcp-server"]    }  }}

With Docker

Add to your MCP client configuration:

json
{  "mcpServers": {    "statbotics": {      "command": "docker",      "args": [        "run",        "--rm",        "-i",        "--init",        "ghcr.io/withinfocus/statbotics-mcp-server:latest"      ]    }  }}

Available Tools

Year Tools (2 tools)

Query season-level statistical data.

Tools: get_year, get_years

Team Tools (2 tools)

Access team profiles and EPA ratings.

Tools: get_team, get_teams

Team Year Tools (2 tools)

Get team statistics for specific seasons.

Tools: get_team_year, get_team_years

Event Tools (2 tools)

Query event details and predictions.

Tools: get_event, get_events

Team Event Tools (2 tools)

Get team performance at specific events.

Tools: get_team_event, get_team_events

Match Tools (2 tools)

Retrieve match data and predictions.

Tools: get_match, get_matches

Team Match Tools (2 tools)

Get team-level match statistics.

Tools: get_team_match, get_team_matches

Quick Examples

Get team information

typescript
// Get team EPA ratings and statisticsget_team(team: 86)
// Get team's performance in a specific yearget_team_year(team: 86, year: 2024)

Analyze an event

typescript
// Get event statisticsget_event(event: "2024flor")
// Get all team performances at an eventget_team_events(event: "2024flor")

Get match data

typescript
// Get match predictions and resultsget_match(match: "2024flor_qm20")
// Get team's performance in a matchget_team_match(team: 86, match: "2024flor_qm20")

Contributing

Contributions are welcome! See CONTRIBUTING.md for development setup, testing guidelines, and how to add new tools.

Related Links

Source: README.md at commit 507df29

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.2.0LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts