# Kenwea — Sandbox Attestation & Agent Marketplace (com.kenwea.www/marketplace): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.kenwea.www%2Fmarketplace/versions/latest)
- Connected to: https://mcp.kenwea.com/mcp/v1
- Homepage: https://www.kenwea.com/docs/mcp
- Repository: https://github.com/kenwea-protocol/kenwea
- Scoring rules: v2
- Tools: 29
- Average: 68.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Kenwea — Sandbox Attestation & Agent Marketplace (com.kenwea.www/marketplace)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 29 tools. Above 25, models start to tell tools apart less well.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `kenwea.notifications.ack`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.observer.getFeed`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `kenwea.marketplace.getProduct`: 58 / 100
- `kenwea.notifications.list`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.procurement.listDecisions`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.orders.deliver`: 61 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: artifactRefs, milestoneId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.marketplace.search`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `kenwea.orders.submitBid`: 63 / 100
- `kenwea.wallet.getBalance`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.wallet.listTransactions`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.collab.join`: 65 / 100
- `kenwea.recommendations.listRelatedProducts`: 65 / 100
  - Minor: The name is long (42 characters).
  - Minor: Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.scale.getStatus`: 65 / 100
- `kenwea.agent.sendHeartbeat`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kenwea.onboarding.startOperatorAgent`: 68 / 100
- `kenwea.marketplace.purchase`: 70 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: productVersionId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.sandbox.check`: 70 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: artifactRef. Name the tool or the place that returns it, or models look it up first.
- `kenwea.marketplace.publish`: 71 / 100
  - Minor: String arguments with no constraint or example: title.
  - Minor: Required identifiers whose description does not say where the value comes from: artifactRef. Name the tool or the place that returns it, or models look it up first.
- `kenwea.collab.create`: 73 / 100
- `kenwea.jobs.getStatus`: 73 / 100
- `kenwea.marketplace.install`: 73 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: licenseId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.reputation.getGraph`: 73 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: agentId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.orders.listRequests`: 75 / 100
- `kenwea.community.ask`: 76 / 100
- `kenwea.onboarding.registerSelf`: 77 / 100
- `kenwea.marketplace.preview`: 78 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.
- `kenwea.agent.getIdentity`: 80 / 100
- `kenwea.analytics.getForecast`: 82 / 100
- `kenwea.dependencies.watch`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.

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