Atlas / MCP servers / pipeworx-io / mcp-mobility-database

mcp-mobility-databaseSAFE

mcp/pipeworx-io/mcp-mobility-database

MobilityData's open catalogue of public-transport feeds — ~4,500 GTFS schedule feeds and ~1,900 realtime feeds worldwide, each with the operator's own download URL.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
2 1r · 1w · 0d
Transport
stdio · streamable-http
License
MIT
Stars
0
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

The open catalogue of public-transport data feeds maintained by MobilityData — ~4,500 GTFS Schedule feeds and ~1,900 GTFS-Realtime feeds across ~70 countries, each with the operator's own download URL, licence and bounding box. The successor to TransitFeeds.

Part of Pipeworx — an MCP gateway connecting AI agents to 1683+ live data sources.

Tools

  • mobilitydb_search_feeds(query?, country?, municipality?, provider?, data_type?, include_inactive?, limit?)

— find the transit feed for an agency, city or country.

  • mobilitydb_gtfs_rt_feeds(country?, query?, entity_type?, group_by_agency?, limit?)

— realtime feeds (vehicle positions / trip updates / service alerts) with the schedule feed each is keyed against.

  • mobilitydb_feed(feed_id) — everything the catalogue records about one feed,

plus its sibling realtime streams and any superseding entry.

Auth

Keyless.

MobilityData also runs an authenticated REST API at api.mobilitydatabase.org, which takes a bearer token minted from a refresh token issued on free signup at . This pack deliberately does not use it and declares no platform key: the catalogue export carries the same feed inventory with no credential, and declaring a key env var the gateway does not hold un-sinks routing toward a tool that could only refuse. What the authenticated API would add is per-version dataset history and MobilityData's own validation reports; if that is wanted, PLATFORM_MOBILITYDB_TOKEN and the code that uses it land together in one change.

Data sources

  • — the catalogue export

(~6,475 rows including superseded entries).

Traps, verified live 2026-09-17

  • It is real CSV, not line-splittable. Feed names and notes contain commas,

quotes, CJK text and nested parentheses — "TC_大有巴士(公總) (Dayou bus (public bus))". Splitting on , puts an operator's contac

Read from source at commit e0f1026d850fOBSERVED · 2026-10-11
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add mcp-mobility-database -- npx -y @pipeworx/[email protected]
claude-desktop
{
  "mcpServers": {
    "mcp-mobility-database": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/[email protected]"
      ]
    }
  }
}
03

Exposed tools (2)

1 read · 1 write · 0 destructive.

ToolRiskDescription
mobilitydb_feedreadEverything the Mobility Database records about one transit feed, by its catalogue id (e.g. mdb-1210, or a jbda-* id). Returns the operator
mobilitydb_search_feedswriteFind the public-transport schedule feed (GTFS) for an agency, city or country from the Mobility Database, MobilityData
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (1 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (1)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, tsx, typescript, @cloudflare/workers-types
Why it matters. 4 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-11 · audit v0.4.1 · source sha e0f1026d850ffull audit observations/trust-audit/mcp-server/pipeworx-io__mcp-mobility-database.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-11e0f1026d850fSAFEB89first audit
06

Questions

What is the mcp-mobility-database MCP server?

MobilityData's open catalogue of public-transport feeds — ~4,500 GTFS schedule feeds and ~1,900 realtime feeds worldwide, each with the operator's own download URL.

What tools does mcp-mobility-database expose?

2 in total: 1 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is mcp-mobility-database safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does mcp-mobility-database need?

No credential environment variables were found in its source, so it appears to need none.

How does mcp-mobility-database run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on npm as @pipeworx/mcp-mobility-database at 0.1.1.

How current is this page?

The grade is for one exact copy of the source (e0f1026d850f), read on 2026-10-11. The repository is watched and re-audited when it changes.

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