Cirra AI Salesforce Admin MCP Server

permission_set_assignments

Destructive

Assign or remove permission sets from users in Salesforce.

Input Schema

Name	Required	Description
`users`	Yes	The names, usernames or IDs of the users
`sf_user`	No	(optional) Salesforce username to identify the connection to use. Omit this to use the current default connection.
`operation`	Yes	The operation to perform: 'add' to assign permission sets to users, 'remove' to remove assignments from users
`cirra_ai_team`	No	(optional) Cirra team ID or name that owns the Salesforce connection to use for this call. Must be provided together with 'sf_user'. Use it to run against a specific team's connection without changing your default team — e.g. to keep separate chats on Salesforce orgs in different teams. Omit it when this call carries the context_handle from cirra_ai_init, which names the team for the conversation. A user with more than one place to work (several teams, or a team and a personal account) must pass either the context_handle or 'cirra_ai_team' + 'sf_user'.
`context_handle`	No	(recommended) The conversation context handle returned by cirra_ai_init in this conversation. Pass the exact context_handle value from the most recent cirra_ai_init result so this call runs against the team and Salesforce connection selected for this conversation. A user with more than one place to work (several Cirra AI teams, or a team and a personal account) must pass either this handle or 'cirra_ai_team' + 'sf_user'; a call with neither is refused.
`permissionSets`	Yes	The names, labels or IDs of the permission sets

Output Schema

Name	Required	Description	Default
`message`	Yes
`results`	No
`success`	Yes
`warning`	No
`errorCode`	No
`errorCount`	No
`resultCount`	No
`artifactType`	No
`requestCount`	No
`skippedCount`	No
`successCount`	No
`artifactCategory`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed4 schema fields changedNov 1, 2026

addedInput schema / additionalProperties
```
Added value: +false
```

changedInput schema / properties / cirra_ai_team / description

Previous value: -"(optional) Cirra team ID or name that owns the Salesforce connection to use for this call. Must be provided together with 'sf_user'. Use it to run against a specific team's connection without changing your default team — e.g. to keep separate chats on Salesforce orgs in different teams. Omit to use your current/default team."New value: +"(optional) Cirra team ID or name that owns the Salesforce connection to use for this call. Must be provided together with 'sf_user'. Use it to run against a specific team's connection without changing your default team — e.g. to keep separate chats on Salesforce orgs in different teams. Omit it when this call carries the context_handle from cirra_ai_init, which names the team for the conversation. A user with more than one place to work (several teams, or a team and a personal account) must pass either the context_handle or 'cirra_ai_team' + 'sf_user'."

addedInput schema / properties / context_handle

Added value: +{
+  "description": "(recommended) The conversation context handle returned by cirra_ai_init in this conversation. Pass the exact context_handle value from the most recent cirra_ai_init result so this call runs against the team and Salesforce connection selected for this conversation. A user with more than one place to work (several Cirra AI teams, or a team and a personal account) must pass either this handle or 'cirra_ai_team' + 'sf_user'; a call with neither is refused.",
+  "type": "string"
+}

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": true,
+  "properties": {
+    "artifactCategory": {
+      "type": "string"
+    },
+    "artifactType": {
+      "type": "string"
+    },
+    "errorCode": {
+      "type": "string"
+    },
+    "errorCount": {
+      "type": "number"
+    },
+    "message": {
+      "type": "string"
+    },
+    "requestCount": {
+      "type": "number"
+    },
+    "resultCount": {
+      "type": "number"
+    },
+    "results": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "skippedCount": {
+      "type": "number"
+    },
+    "success": {
+      "type": "boolean"
+    },
+    "successCount": {
+      "type": "number"
+    },
+    "warning": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "success",
+    "message"
+  ],
+  "type": "object"
+}

Changed1 schema field changedJul 27, 2026

addedInput schema / properties / cirra_ai_team

Added value: +{
+  "description": "(optional) Cirra team ID or name that owns the Salesforce connection to use for this call. Must be provided together with 'sf_user'. Use it to run against a specific team's connection without changing your default team — e.g. to keep separate chats on Salesforce orgs in different teams. Omit to use your current/default team.",
+  "type": "string"
+}

AddedMay 8, 2026
RemovedMay 8, 2026

Changed1 schema field changedMar 23, 2026

removedInput schema / properties / pageSize

Removed value: -{
-  "description": "(optional) Maximum number of records to return per page when the response requires pagination. If omitted, page size is calculated automatically.",
-  "maximum": 9007199254740991,
-  "minimum": -9007199254740991,
-  "type": "integer"
-}

AddedMar 18, 2026

TDQS

B3.2/5.0

Behavior2/5

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

Annotations already declare destructiveHint=true, idempotentHint=false, and openWorldHint=true, so the safety profile is covered elsewhere. The description adds nothing beyond that — no mention that removals can strip user access, whether batch operations are atomic, or what happens when a permission set is already assigned.

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

Conciseness4/5

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

A single tight sentence with no waste and the operation front-loaded. It is not padded, though it is so short that brevity costs it useful detail rather than earning a 5.

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

Completeness3/5

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

An output schema exists, so return values need no explanation, and the schema covers connection and context parameters. Still, for a destructive write tool with duplicate-assignment and bulk-behavior questions left open, the description is only minimally adequate.

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

Parameters3/5

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

Schema description coverage is 100%, so all six parameters (users, permissionSets, operation, sf_user, cirra_ai_team, context_handle) are already documented in the schema. The description adds no extra semantics, which is acceptable at this coverage level.

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

Purpose4/5

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

Clear verb plus resource ('assign or remove permission sets from users') and it implicitly separates the assignment concern from permission_set_update, which edits permission sets themselves. It never names that sibling, so differentiation has to be inferred.

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

Usage Guidelines3/5

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

The dual add/remove purpose is implied, but there is no guidance on when to use this versus permission_set_update, profile_update, or user_update, and no preconditions (e.g. permission set must exist) are stated.

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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