mcp-registry/com.gopathwize/pathwize · v1.0.0
As of 2026-10-18 02:33 UTC, the Gopathwize Pathwize MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.
Claude Code
claude mcp add --transport http gopathwize-pathwize-mcp-server https://www.gopathwize.com/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"gopathwize-pathwize-mcp-server": {
"type": "http",
"url": "https://www.gopathwize.com/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
28 parameter(s) across 8 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call.
4 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads.
Handshake + tools/list takes ~2,209 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably.
6 of 10 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 8 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.gopathwize%2Fpathwize/fixes
{
"name": "add_items",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"taskId",
"items"
],
"properties": {
"items": {
"type": "array",
"items": {
"type": "object",
"required": [
"url"
],
"properties": {
"id": {
"type": "string",
"description": "Defaults to the file name in the URL"
},
"url": {
"type": "string",
"format": "uri"
},
"mime": {
"type": "string",
"description": "Defaults from the file extension"
},
"gold_label": {
"type": "string"
}
}
},
"maxItems": 1000,
"minItems": 1
},
"taskId": {
"type": "string",
"format": "uuid"
},
"reference": {
"type": "boolean"
}
}
},
"annotations": {
"idempotentHint": false,
"readOnlyHint": false,
"destructiveHint": false
},
"title": "Add items to an AI task"
}{
"name": "close_task",
"description": "closed ends the task, draft pauses it. Experts are not emailed.",
"inputSchema": {
"type": "object",
"required": [
"taskId"
],
"properties": {
"status": {
"enum": [
"closed",
"draft"
],
"type": "string"
},
"taskId": {
"type": "string",
"format": "uuid"
}
}
},
"annotations": {
"idempotentHint": true,
"readOnlyHint": false,
"destructiveHint": true
},
"title": "Close or pause an AI task"
}{
"name": "create_task",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"title"
],
"properties": {
"rate": {
"type": "number",
"maximum": 500,
"minimum": 5,
"description": "Hourly pay for the expert in EUR"
},
"type": {
"enum": [
"data_labeling",
"preference",
"evaluation",
"red_team",
"domain"
],
"type": "string",
"description": "Default data_labeling"
},
"title": {
"type": "string",
"maxLength": 200,
"minLength": 1
},
"domain": {
"type": "string"
},
"classes": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 50,
"description": "Class names experts choose from"
},
"deadline": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$"
},
"examples": {
"type": "array",
"items": {
"type": "object",
"required": [
"url",
"label"
],
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"label": {
"type": "string"
}
}
},
"maxItems": 40,
"description": "Example images by public URL with the class they show. Labeling tasks need one per class before they can open."
},
"language": {
"enum": [
"en",
"de"
],
"type": "string",
"description": "Language of the instructions"
},
"pool_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"description": "Pools the task runs on (see list_pools)"
},
"expertise": {
"type": "string",
"description": "What experts need to know, one line"
},
"allow_note": {
"type": "boolean"
},
"annotation": {
"enum": [
"classification",
"bounding_box",
"segmentation",
"attributes"
],
"type": "string",
"description": "Default classification"
},
"instructions": {
"type": "string",
"description": "Instructions for the experts in Markdown. A table whose first column names the classes becomes the per-class briefing."
},
"members_only": {
"type": "boolean",
"description": "Only members of these pools see the task, even on public pools"
},
"multi_select": {
"type": "boolean"
},
"qualification": {
"type": "object",
"properties": {
"sample": {
"type": "integer",
"maximum": 1000,
"minimum": 5,
"description": "Test items per candidate (default 50)"
},
"enabled": {
"type": "boolean"
},
"scoring": {
"enum": [
"auto",
"customer"
],
"type": "string",
"description": "auto: scored against reference labels; customer: you approve each candidate"
},
"threshold": {
"type": "integer",
"maximum": 100,
"minimum": 50,
"description": "Pass mark in percent"
},
"days_to_complete": {
"type": "integer",
"maximum": 30,
"minimum": 1
}
}
},
"allow_cant_tell": {
"type": "boolean",
"description": "Let experts skip an item without a class (default true)"
},
"seconds_per_item": {
"type": "integer",
"maximum": 3600,
"minimum": 1
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
},
"title": "Create an AI task (draft)"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.gopathwize/pathwize"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.gopathwize/pathwize"}) over MCP.
create_task ~727 tokensupdate_task ~649 tokensadd_items ~205 tokenspublish_task ~115 tokensget_results ~104 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.gopathwize%2Fpathwize?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.gopathwize%2Fpathwize?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.gopathwize%2Fpathwize.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.gopathwize%2Fpathwize.svg :target: https://glimind.com/server/mcp-registry%2Fcom.gopathwize%2Fpathwize?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:b443b9bed4da9023…, first seen 2026-10-17, included at leaf 1909 of 19,764. Version history · verify what your client received.
Compare: most reliable other servers · most reliable productivity servers · most reliable data servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-18 02:33 UTC, the Gopathwize Pathwize MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Gopathwize Pathwize MCP server advertises 10 tools, including add_items, close_task, create_task, get_results, get_task.
Point your MCP client at this streamable-http endpoint: https://www.gopathwize.com/api/mcp
Glimind scanned all 10 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.