# Public Data Catalog (remote · public-data-catalog-mcp.yusuke8h.workers.dev)

Reviewed public-data search and execution with provenance and verifiable integrity receipts.

- Trust score: 62/100 (medium)
- Change this week: +7
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `public-data-catalog-mcp.yusuke8h.workers.dev`: 62/100 (this document), [markdown](https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp.md), [page](https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp)

## Channel facts

- Endpoint: `https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.4.0`

## 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 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS not yet verified: we couldn't determine whether a plaintext access path exists.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - 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**: 49/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 148 tokens (~49/item across 3 items; 3 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 76/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 14% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http yhay81-public-data-catalog https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp
```

### Codex

```toml
[mcp_servers.yhay81-public-data-catalog]
url = "https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "yhay81-public-data-catalog": {
      "type": "remote",
      "url": "https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add yhay81-public-data-catalog --url https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  yhay81-public-data-catalog:
    url: "https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp"
```

### Other

```json
{
  "mcpServers": {
    "yhay81-public-data-catalog": {
      "type": "http",
      "url": "https://public-data-catalog-mcp.yusuke8h.workers.dev/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.

### 2026-08-03 (score 62, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 60, +3)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 57, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-28 (score 56, +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.

### 2026-07-27 (score 55, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 54)

First indexed and scored.

## MCP tools (3)

### `search_data` (~62 tokens)

Search reviewed public data

Search source profiles and discover reviewed execution contracts. Returns metadata only and does not call an upstream API.

Input parameters:

- `domain` (string)
- `limit` (integer)
- `query` (string): Words in Japanese or English
- `sourceId` (string)

Output parameters:

- `catalog_version` (string)
- `matches` (array)
- `total` (integer)

### `execute` (~43 tokens)

Execute a reviewed retrieval contract

Run one allowlisted, bounded HTTPS GET contract and return extracted values, provenance, and an integrity receipt.

Input parameters:

- `parameters` (object)
- `recipeId` (string, required)

Output parameters:

- `contract_version` (string)
- `elapsed_ms` (integer)
- `interpretation` (array)
- `parameters` (object)
- `provenance` (object)
- `question` (object)
- `receipt` (object)
- `recipe_id` (string)
- `request_url` (string)
- `results` (object)
- `retrieved_at` (string)
- `status` (string)

### `verify` (~43 tokens)

Verify an execution receipt

Check receipt and result hashes plus the execution envelope against the reviewed catalog. This detects later modification; it does not prove publisher authenticity or current freshness.

Input parameters:

- `execution` (object, required)

Output parameters:

- `checks` (object)
- `receipt_id` (string)
- `valid` (boolean)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp#diagnostics

## Score history

- 2026-08-03: 62
- 2026-08-02: 61
- 2026-08-01: 61
- 2026-07-31: 60
- 2026-07-30: 57
- 2026-07-29: 56
- 2026-07-28: 56
- 2026-07-27: 55
- 2026-07-26: 54

## Links

- Remote endpoint: https://public-data-catalog-mcp.yusuke8h.workers.dev/mcp
- Repository: https://github.com/yhay81/public-data-catalog
- Changelog RSS feed: https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/yhay81-public-data-catalog/public-data-catalog-mcp