suggest_capability_adaptation
Suggest capability adaptations for an Agent based on its experience patterns. Returns suggested additions/removals.
This record as markdown: /tools/todo-for-ai-todo-for-ai-mcp/suggest-capability-adaptation.md
What suggest_capability_adaptation does on Todo for AI MCP Server
AI agents call suggest_capability_adaptation to retrieve information from Todo for AI MCP Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why suggest_capability_adaptation is rated Low
Even though suggest_capability_adaptation only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Attacks that exploit this kind of access
The rule that runs suggest_capability_adaptation safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Todo for AI MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For suggest_capability_adaptation, this is the rule to start with:
suggest_capability_adaptation is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Todo for AI MCP Server, apply this rule, and every suggest_capability_adaptation call is checked against it from then on.
Questions about suggest_capability_adaptation
Suggest capability adaptations for an Agent based on its experience patterns. Returns suggested additions/removals. It is categorised as a Read tool in the Todo for AI MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Todo for AI MCP Server MCP server in PolicyLayer and add a rule for suggest_capability_adaptation: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Todo for AI MCP Server. Nothing to install.
suggest_capability_adaptation is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the suggest_capability_adaptation rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for suggest_capability_adaptation. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
suggest_capability_adaptation is provided by the Todo for AI MCP Server MCP server (todo-for-ai/todo-for-ai-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
More on Todo for AI MCP Server, and thousands of servers like it.
This server
Across the catalogue