# Dojazdomat (remote · dojazdomat.pl)

Warsaw commute times and rent medians: rank neighborhoods for an office (transit, bike, walk, car).

- Trust score: 68/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `dojazdomat.pl`: 68/100 (this document), [markdown](https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2.md), [page](https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2)

## Channel facts

- Endpoint: `https://dojazdomat.pl/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 58/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1164 tokens (~232/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 33/100
  - Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 97/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 90% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Dojazdomat MCP server?

Dojazdomat is a hosted endpoint at https://dojazdomat.pl/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http mikolajsapek-dojazdomat 'https://dojazdomat.pl/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "mikolajsapek-dojazdomat": {
      "url": "https://dojazdomat.pl/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "mikolajsapek-dojazdomat": {
      "type": "http",
      "url": "https://dojazdomat.pl/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.mikolajsapek-dojazdomat]
url = "https://dojazdomat.pl/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "mikolajsapek-dojazdomat": {
      "type": "remote",
      "url": "https://dojazdomat.pl/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add mikolajsapek-dojazdomat --url 'https://dojazdomat.pl/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  mikolajsapek-dojazdomat:
    url: "https://dojazdomat.pl/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "mikolajsapek-dojazdomat": {
      "Transport": "http",
      "Url": "https://dojazdomat.pl/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add mikolajsapek-dojazdomat -t streamable-http -u 'https://dojazdomat.pl/mcp'
```

### Other

```json
{
  "mcpServers": {
    "mikolajsapek-dojazdomat": {
      "type": "http",
      "url": "https://dojazdomat.pl/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-04 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-30 (score 65, 0)

- [security] Tool “rent_stats” rewrote its description, which is the text the model reads
- [cosmetic] “rent_stats” reworded the description of “radius_m”

### 2026-10-28 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-27 (score 64, +7)

- [security improvement] HTTPS: unverified → pass
- [security improvement] HSTS header: fail → pass
- [functional improvement] Stability: unverified → 0.03

### 2026-10-26 (score 57)

First indexed and scored.

## MCP tools (5)

### `find_place` (~86 tokens)

Find transit stop groups and neighborhoods by name and get their lat/lon (znajdz przystanek lub osiedle po nazwie).
Use the coordinates as input for the other tools.

Input parameters:

- `limit` (integer)
- `query` (string, required): Name fragment, e.g. 'Kabaty', 'Rondo ONZ', 'Mokotow'. Diacritics optional.

### `commute_time` (~201 tokens)

Door-to-door minutes by public transport plus walking, weekday morning 7-9 average, same model as the Dojazdomat map
(czas dojazdu komunikacja miejska + pieszo, usredniony dla dni roboczych 7-9). Also lists nearest stops at both ends.
minutes is null when the destination is unreachable (over ~2 h).

Input parameters:

- `from_lat` (number, required): Latitude, WGS84, 51.98-52.48 (Warszawa and commuter belt)
- `from_lon` (number, required): Longitude, WGS84, 20.62-21.48 (Warszawa and commuter belt)
- `to_lat` (number, required): Latitude, WGS84, 51.98-52.48 (Warszawa and commuter belt)
- `to_lon` (number, required): Longitude, WGS84, 20.62-21.48 (Warszawa and commuter belt)

### `rent_stats` (~270 tokens)

Asking-rent statistics (n, median, p25, p75) of rental ads within radius_m of a point (statystyki cen najmu w promieniu).
Aggregates only; if fewer than 20 ads match, the result is suppressed (widen radius or relax filters). Radius is snapped to a fixed step (see radius_m) so queries cannot be differenced to single ads.

Input parameters:

- `lat` (number, required): Latitude, WGS84, 51.98-52.48 (Warszawa and commuter belt)
- `lon` (number, required): Longitude, WGS84, 20.62-21.48 (Warszawa and commuter belt)
- `max_area`: Max area m2
- `measure` (string): 'total' PLN/month or 'per_m2' PLN/m2/month
- `min_area`: Min area m2
- `radius_m` (integer): Radius in metres, 200-5000; snapped to the nearest of 300, 500, 750, 1000, 1500, 2000, 3000, 5000 (the answer states the radius used)
- `rooms`: Rooms 1-4 (4 = 4+); omit for any / liczba pokoi

### `rank_neighborhoods` (~321 tokens)

Rank Warsaw neighborhoods for a workplace: median rent, commute minutes, value score (rent vs typical rent in the same
commute band, like the map), monthly_cost (rent + commute valued at the minimum wage) and Pareto flag (no neighborhood both faster and cheaper)
(ranking osiedli: czynsz, dojazd, wartosc, front Pareto). Same data and rules as the map: neighborhoods with fewer than 20 ads are skipped. Sorted by best (rent + commute cost, the map's order) unless sort is given.

Input parameters:

- `limit` (integer)
- `max_commute_min`: Max commute minutes
- `max_rent`: Max neighborhood median rent (PLN, or PLN/m2 if measure=per_m2)
- `measure` (string): 'total' PLN/month or 'per_m2' PLN/m2/month
- `office_lat` (number, required): Latitude, WGS84, 51.98-52.48 (Warszawa and commuter belt)
- `office_lon` (number, required): Longitude, WGS84, 20.62-21.48 (Warszawa and commuter belt)
- `rooms`: Rooms 1-4 (4 = 4+); omit for any / liczba pokoi
- `sort` (string): best = rent + commute valued at the minimum wage (default, the map's order, total measure only); value = score vs typical rent in the same commute band; commute = fastest first; rent = cheapest first

### `dataset_info` (~35 tokens)

Data dates, sources, listing counts per portal, method notes and caveats (zrodla, daty, ograniczenia danych).

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2#diagnostics

## Score history

- 2026-11-05: 68
- 2026-11-04: 68
- 2026-11-03: 67
- 2026-11-02: 67
- 2026-11-01: 66
- 2026-10-31: 66
- 2026-10-30: 65
- 2026-10-29: 65
- 2026-10-28: 65
- 2026-10-27: 64
- 2026-10-26: 57

## Common questions

### What is the Dojazdomat MCP server?

Dojazdomat is an MCP server listed in the public MCP registry as io.github.MikolajSapek/dojazdomat. Warsaw commute times and rent medians: rank neighborhoods for an office (transit, bike, walk, car). This page covers its hosted endpoint (https://dojazdomat.pl/mcp).

### Is the Dojazdomat MCP server safe to use?

Dojazdomat scores 68 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Dojazdomat MCP server expose?

Dojazdomat exposes 5 tools: find_place, commute_time, rent_stats, rank_neighborhoods, dataset_info. Their descriptions and schemas cost roughly 913 tokens of context every time the server is loaded.

### Does the Dojazdomat MCP server require authentication?

No. We connected to Dojazdomat without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Dojazdomat MCP server still maintained?

Dojazdomat is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What did VerifyMCP test on the Dojazdomat MCP server?

VerifyMCP ran 12 checks on Dojazdomat, covering TLS certificate, HTTPS, HSTS header, DNSSEC and 8 more. One item could not be completed, a gap on our side rather than a finding about Dojazdomat: Authorization. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- Remote endpoint: https://dojazdomat.pl/mcp
- Website: https://dojazdomat.pl/o-projekcie.html
- Changelog RSS feed: https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2.xml
- Changelog JSON feed: https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2.json
- HTML version of this page: https://verifymcp.io/servers/mikolajsapek-dojazdomat/dojazdomat-2