# Pathwize

> Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.

- name: com.gopathwize/pathwize
- version: 1.0.0
- connection class: R1 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 82/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.gopathwize%2Fpathwize
- tools: https://api.protogrid.dev/v1/servers/com.gopathwize%2Fpathwize/tools

**An agent can connect on its own if it already holds `PATHWIZE_TOKEN`.** Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "pathwize": {
      "type": "http",
      "url": "https://www.gopathwize.com/api/mcp",
      "headers": {
        "Authorization": "Bearer ${PATHWIZE_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${PATHWIZE_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-16d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 82/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 79 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- warn `tools.annotations`: only 4 of 10 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_task (destructiveHint, idempotentHint, openWorldHint); list_pools (destructiveHint, idempotentHint, openWorldHint); update_task (readOnlyHint, destructiveHint, openWorldHint); …
- pass `tools.token_cost`: about 1,830 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 10, about 1,830 tokens to load them all
- tool set hash: 305c6e62a0463ce8e0433d711ab75244
- badge: [![protogrid quality](https://protogrid.dev/badge/com.gopathwize/pathwize.svg)](https://protogrid.dev/servers/com.gopathwize/pathwize)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.gopathwize.com/api/mcp (streamable-http, auth api_key ${PATHWIZE_TOKEN}, reachable true, uptime30d 1)

## Packages

_none_

## Tools (10)

- `add_items`: Add items by public URL; Pathwize copies the files into its own storage. reference: true adds them to the qualification set (optionally with gold_label for automatic scoring). Idempotent per id, up to 1000 per call.
- `close_task`: closed ends the task, draft pauses it. Experts are not emailed.
- `create_task`: Create a labeling or evaluation task as a draft; nobody is notified until publish_task. Typical order: list_pools, create_task with instructions, classes, rate, pool_ids and one example image per class, add_items, then publish_task after the user confirms.
- `get_results`: Finished items with final label, agreement, notes and flags. Page with starting_after (the last item id).
- `get_task`: One task with settings, classes, examples, qualification, reference item count and item counts by status.
- `list_pools`: Pools a task can run on: active curated pools plus your own, with member counts.
- `list_tasks`: Your AI tasks, newest first, with status and item counts.
- `open_dashboard`: One-time link that opens the Pathwize business dashboard signed in as this business (optionally one task). Single use, one hour; give it only to the user.
- `publish_task`: Open a task for experts. This emails every expert in the task's pools once and cannot be undone, so call it only after the user explicitly confirmed, with confirm: true. Fails with a list of anything missing.
- `update_task`: Change a task's settings; only the fields you pass change, examples are added. Does not publish.