App-Level Limits
| Component | Limit | Description |
|---|---|---|
| Apps per Workspace | 1,000 | Maximum number of apps in a workspace. |
| App Versions | 20 | Maximum number of versions per app. |
| App Sharing Recipients | 100 | Maximum number of users or teams an app can be shared with. |
| Environments per App | 5 | Available environments in addition to Draft—for example, Development, Staging, UAT, Production, and Demo. |
Agent-Level Limits
| Component | Limit | Description |
|---|---|---|
| Agents per App | 50 | Maximum number of agents per app. |
| Agent Versions | 40 | Maximum number of versions per agent. |
| Tools Assigned per Agent | 20 | Maximum number of tools linked to an individual agent. Includes Workflow Tools, Code Tools, MCP Tools, and Knowledge Tools. |
Tool-Level Limits
| Component | Limit | Description |
|---|---|---|
| Workflow Tools per App | 50 | Maximum number of workflow tools in the app library. |
| Code Tools per App | 50 | Maximum number of code tools in the app library. |
| MCP Servers per App | 10 | Maximum number of MCP servers, regardless of the number of tools. |
| Knowledge Bases per App | 20 | Maximum number of SearchAI knowledge base tools. |
Code Tool Complexity Limits
| Component | Limit | Description |
|---|---|---|
| Parameters per Code Tool | 20 | Maximum number of input parameters for a code tool. |
| JSON Object Hierarchy | 5 levels | Maximum depth for JSON parameter objects. |
Memory Store Limits
| Component | Limit | Description |
|---|---|---|
| Memory Stores per App | 15 | Maximum number of memory stores per app, excluding SessionMeta. |
Variable Limits
| Component | Limit | Description |
|---|---|---|
| Content Variables | 50 | Maximum number of content variables per app. |
| Environment Variables | 50 | Maximum number of environment variables per app. |
| Namespaces | 20 | Maximum number of namespaces per app. |
API Scopes and Keys
| Component | Limit | Description |
|---|---|---|
| API Scopes | 20 | Maximum number of API scopes per app. |
| API Keys | 40 | Maximum number of API keys per API scope. |
PII and Guardrails
| Component | Limit | Description |
|---|---|---|
| PII Patterns | 20 | Maximum number of PII patterns per app. |