GTFS Scorecard MCP Server

by chelseakrio.github.ChelseaKR/gtfs-scorecardv1.5.1

Read-only GTFS transit feed scorecards: grades, plain-language fixes, and history.

1Pythonstdioofficial registry

context tax

pending

security

100/100

cold start

pending

freshness

Activetoday

Our reading of GTFS Scorecard, from the data

GTFS Scorecard is a travel & transport MCP server from chelseakr, listed in the official MCP Registry.

We haven't measured its tool list yet, so its token cost is unknown.

Maintenance is active: the last public signal was in the last day (2026-10-19). For comparison, 77% of travel & transport servers are active or maintained.

With 1 GitHub stars it ranks #102 of 673 travel & transport servers we index.

It runs locally on your machine over stdio.

Install GTFS Scorecard MCP server

claude mcp add pipeline -- uvx gtfs-scorecard

{
  "mcpServers": {
    "pipeline": {
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "pipeline": {
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "pipeline": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "pipeline": {
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Security signals

100/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

No findings from the checks that ran.

Checks

✓Repository hygiene (archived, activity, license, security policy)
○Package metadata (install scripts, provenance) — pending
○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal today. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-19 · today · GitHub
Latest release
2026-10-11 · 7d ago · GitHub · v1.5.1
Package published
no data · npm/PyPI
Registry entry updated
2026-10-11 · 7d ago · official registry · v1.5.1

How it compares in Travel & Transport

Against the most-starred travel & transport servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
GTFS Scorecard (this)	1	—	not measured	Active	local
Browser Use	118,444	—	not measured	Active	local
BoostedTravel	2,167	—	not measured	Active	local + hosted
LetsFG — Flights & Hotels	2,166	—	not measured	Active	local + hosted
Adyen	273	—	not measured	Active	local
Argonctl	172	—	not measured	Active	local

All travel & transport MCP servers

FAQ

›How do I install the GTFS Scorecard MCP server in Claude Code?

Run: claude mcp add pipeline -- uvx gtfs-scorecard. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does GTFS Scorecard require an API key?

No required environment variables are declared in its published metadata.

›Can I use GTFS Scorecard as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is GTFS Scorecard in the official MCP registry?

Yes, as io.github.ChelseaKR/gtfs-scorecard.

Sources and method

Official MCP Registry entry: updated 2026-10-11
GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Security signals, computed by us: 2026-10-19
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.