lightbulb-mcp

by RPasquale

Overview Schema Source Related Servers Discussions Admin

Python

Remote

slack_usergroups_list

Read-onlyIdempotent

Retrieves a list of Slack user groups by executing the connector operation with the required read effect.

Instructions

Slack connector operation usergroups_list (platform tool slack.usergroups_list).

Routes only through the exact project/account governed connector authority.

Args: arguments: JSON string of arguments for the connector operation. project_id: Authenticated Project UUID. project_ref: Exact project correlation reference. connector_account_ref: Project-bound connector account alias. idempotency_key: Stable business-action identity. effect: Required and must be read; Spring verifies it. approval_ref: Approved platform task UUID when resuming a write.

Input Schema

TableJSON Schema

Name	Required	Default
`effect`	Yes
`arguments`	No	{}
`project_id`	No
`project_ref`	No
`approval_ref`	No
`idempotency_key`	No
`connector_account_ref`	No

Output Schema

TableJSON Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed7 schema fields changedv0.1.1Sep 7, 2026

addedInput schema / properties / approval_ref

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Approval Ref"
+}

addedInput schema / properties / connector_account_ref

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Connector Account Ref"
+}

addedInput schema / properties / effect

Added value: +{
+  "const": "read",
+  "title": "Effect",
+  "type": "string"
+}

addedInput schema / properties / idempotency_key

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Idempotency Key"
+}

addedInput schema / properties / project_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Project Id"
+}

addedInput schema / properties / project_ref

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Project Ref"
+}

addedInput schema / required
```
Added value: +[
+  "effect"
+]
```

First observedv0.1.0Jun 25, 2026

TDQS

C2.3/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds a useful governance constraint: 'Routes only through the exact project/account governed connector authority.' However, it does not describe what the Slack call returns or any Slack-specific behavior. The added routing context justifies a mid-range score rather than lower.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is reasonably compact and the Args section is readable. But the first sentence is largely tautological, and several parameter descriptions restate what the schema already shows. It is structured but not every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having output schema and annotations, the description is incomplete for an agent that needs to invoke Slack's usergroups.list operation. It never states what the operation returns, what filters or options are supported in `arguments`, or what a successful invocation looks like. The generic envelope params are explained, but the domain-specific payload is left opaque.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description carries the burden of explaining parameters. It gives one-line labels for generic envelope fields like project_id and connector_account_ref, and notes that effect must be 'read', which adds minimal value. However, it does not explain what should go inside the `arguments` JSON string for `usergroups_list`, which is the operation-specific parameter an agent actually needs to understand.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description identifies the tool as 'Slack connector operation `usergroups_list`' but essentially restates the tool name without saying what the operation actually does, such as listing Slack user groups. It adds a routing/authority note but no specific verb+resource behavior. This is closer to tautology than a clear purpose statement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance about when to use this tool versus alternatives. It does not mention the closely related sibling `slack_usergroups_users_list` or other Slack listing tools, nor does it explain scenarios where this should be preferred. The routing restriction is operational context, not usage guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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