Skip to main content
Glama

SEO: Continue analysis

seo_continue_analysis

Continue a finished research with the stages that did not exist when it ran (for example page proposals). SPENDS AI credits — seo_project_status shows the continuation and its estimate first; tell the person the price. Applies to the project's latest run only. CONFIRMATION: this tool is PROPOSED, never performed directly. You get status='confirmation_required' with an action_id and a plan_token, and the write happens only after confirm_action.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "project_id": "<project_id>"
    },
    "name": "seo_continue_analysis"
  }
}

Input Schema

NameRequiredDescriptionDefault
project_idYesSEO project id as returned by seo_list_projects.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations only declare it is not read-only, not destructive, and not open-world; the description adds the costly part (spends AI credits), the scope limit (latest run only), and the full two-phase confirmation contract with status='confirmation_required', action_id, and plan_token. That is substantial value beyond the annotation flags, though it does not discuss failure modes if the token expires or the run changes.

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

Conciseness5/5

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

Front-loads what the tool does, then the credit cost, then the scope, then the confirmation mechanics in a labeled clause. Every sentence contributes a distinct fact with no filler.

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

Completeness5/5

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

Although there is no output schema, the description defines the expected return (status='confirmation_required' with action_id and plan_token) and the follow-up tool needed to finish. For a one-parameter, non-destructive mutation gated by confirmation, nothing operational is missing.

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?

There is a single parameter with 100% schema description coverage pointing to seo_list_projects for the id, so the schema already carries the semantics. The description adds no further detail about project_id, which is acceptable at this coverage but not above baseline.

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

Purpose5/5

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

States a specific verb ('continue') and resource ('a finished research') and clarifies exactly what gets added — the stages that did not exist when it ran, e.g. page proposals. The scope restriction 'applies to the project's latest run only' further separates it from seo_start_research.

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

Usage Guidelines5/5

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

Explicitly routes the agent: check seo_project_status first for the continuation and its estimate, tell the person the price, then call this tool, and use confirm_action to complete the write. Both prerequisites and the alternative path are named.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources