{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_w6qzbzmudc4r","handle":"mbta-mcp","url":"https://wellknown.network/agents/mbta-mcp","links":{"self":"https://wellknown.network/agents/mbta-mcp/record.json","html":"https://wellknown.network/agents/mbta-mcp","markdown":"https://wellknown.network/agents/mbta-mcp/record.md","api":"https://wellknown.network/api/v1/agents/mbta-mcp","status":"https://wellknown.network/api/v1/agents/mbta-mcp/status","claim":"https://wellknown.network/agents/mbta-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mbta-mcp/claim.json","badge":"https://wellknown.network/agents/mbta-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mbta-mcp/history","tools":"https://wellknown.network/api/v1/agents/mbta-mcp/tools"},"ard":{"identifier":"urn:air::server:mbta-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mbta-mcp","summary":"MCP server for MBTA V3 API","description":"# MBTA MCP Server\n\n![PyPI - Version](https://img.shields.io/pypi/v/mbta-mcp?link=https%3A%2F%2Fpypi.org%2Fproject%2Fmbta-mcp%2F)\n\nAn MCP (Model Context Protocol) server for the MBTA V3 API, providing access to Boston's public transit data.\n\n## Features\n\n- **Routes**: Get information about MBTA routes (subway, bus, commuter rail, ferry)\n- **Stops**: Find transit stops by location, route, or ID\n- **Predictions**: Real-time arrival predictions\n- **Schedules**: Scheduled service times\n- **Trips**: Trip information and details\n- **Alerts**: Service alerts and disruptions\n- **Vehicles**: Real-time vehicle positions\n- **Trip Planning**: Intelligent multi-modal journey planning with real-time data\n- **Route Alternatives**: Alternative routing options with transfer optimization\n- **External APIs**: Vehicle positions and alerts from external sources\n- **Track Predictions**: Machine learning-powered track assignment predictions\n- **Historical Data**: Access to historical track assignments and performance metrics\n- **Caching**: Memory-based caching with configurable TTL for improved performance\n\n## Installation\n\n### Option 1: Direct run with uv (Easiest)\n\nNo installation required! Just run directly:\n\n```bash\nuv tool run mbta-mcp\n```\n\nSet your MBTA API key as an environment variable:\n\n```bash\nexport MBTA_API_KEY=your_api_key_here\nuv tool run mbta-mcp\n```\n\n### Option 2: Install as a tool\n\nInstall directly with uv tool:\n\n```bash\nuv tool install mbta-mcp\n```\n\nSet your MBTA API key:\n\n```bash\nexport MBTA_API_KEY=your_api_key_here\n```\n\nRun the server:\n\n```bash\nmbta-mcp\n```\n\n### Option 3: Development Setup\n\n1. Clone and install dependencies:\n\n   ```bash\n   git clone https://github.com/cubismod/mbta-mcp.git\n   cd mbta-mcp\n   uv sync\n   ```\n\n2. Configure your MBTA API key:\n\n   ```bash\n   cp .env.example .env\n   # Edit .env and add your MBTA_API_KEY\n   ```\n\n3. Get an API key from <https://api-v3.mbta.com>\n\n## Usage\n\n### MCP Server (for AI clients)\n\nRun the MCP server for use with AI clie…","publisher":null,"homepage":"https://github.com/cubismod/mbta-mcp","repository":"https://github.com/cubismod/mbta-mcp","version":"1.1.1","license":"Apache-2.0","protocols":["mcp"],"tags":["api","boston","mbta","mcp","transit"],"pricing":null,"endpoints":[{"url":"pypi:mbta-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mbta-mcp","registry":"pypi","observedAt":"2026-11-09T13:29:21.943Z","publishedAt":"2025-08-08T11:40:05.718796Z","latestVersion":"1.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mbta-mcp","url":"https://pypi.org/project/mbta-mcp/","firstSeenAt":"2026-09-10T00:23:05.431Z","fetchedAt":"2026-11-09T13:28:37.665Z","normalizedAt":"2026-11-09T13:28:37.665Z"}]},"firstSeenAt":"2026-09-10T00:23:05.431Z","updatedAt":"2026-11-09T13:29:21.943Z"}