
Pathwize MCP server
Which MCP servers are Pathwize's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-24
- Registry namecom.gopathwize/pathwizeverified in the MCP registry
The registry name sits under gopathwize.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-24
- Tools10
- Server calls itselfpathwize
- Server version1.0.0
- Protocol version2025-06-18
On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 125 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 3 of the 7 days it takes to judge reliability.
Once connected
- create_task, update_task, add_items, publish_task change data without a sign-in: anyone with the address can call them.
- Parameters are untyped or undescribed in 8 of 10 tools: check arguments before calling.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
- Answeredmeasuring3 of the 7 daily checks it takes to print a share
- Median first answer159 ms
- Space in an agent's context≈ 1,901 tokensthe definitions of all its tools (10), which an agent carries on every turn
- Tool definitionsB · 77 of 100
- Typed results0 of 10 toolsdeclared outputSchema: results come typed, read once
- Parameters without a description: in 8 of 10
- Not saying whether it only reads or can destroy: 6 of 10
What an agent can do with it
- not sure · Review AI model outputs in clinical, legal, and math domains
- not sure · Red-team AI models to find adversarial failures
- not sure · Rate model responses with expert preference judgments
Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?
Worth a look
- Tools that change data, on a server that answers without a sign-in: create_task, update_task, add_items, publish_task
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
list_poolsPools a task can run on: active curated pools plus your own, with member counts.
list_tasksYour AI tasks, newest first, with status and item counts.
get_taskOne task with settings, classes, examples, qualification, reference item count and item counts by status.
create_taskCreate 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…
update_taskChange a task's settings; only the fields you pass change, examples are added. Does not publish.
add_itemsAdd 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.
publish_taskOpen 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.
close_taskclosed ends the task, draft pauses it. Experts are not emailed.
get_resultsFinished items with final label, agreement, notes and flags. Page with starting_after (the last item id).
open_dashboardOne-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.
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"pathwize": {
"type": "http",
"url": "https://www.gopathwize.com/api/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http gopathwize https://www.gopathwize.com/api/mcpclaude.ai, ChatGPT and other clients: add https://www.gopathwize.com/api/mcp as a custom connector in the settings.
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
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