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AgentSEO MCP Server

AgentSEO MCP Server

AgentSEO SERP Volatility Monitor

agentseo_serp_volatility
Destructive

Compare supplied SERP snapshots to detect rank and domain churn, search-feature changes, and target visibility movement for a keyword and market.

Instructions

Compare supplied SERP snapshots to detect rank churn, top-domain churn, feature changes, and target visibility movement. Uses AgentSEO credits; repeating the call can create new charged work.

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": {
      "keyword": "<keyword>",
      "snapshots": "<snapshots>"
    },
    "name": "agentseo_serp_volatility"
  }
}

Input Schema

NameRequiredDescriptionDefault
syncNoRequest a bounded wait for completion when true. The API can still return a pending job; retain its job ID and poll agentseo_job_status instead of repeating this charged call. False returns a queued job without waiting. Type: Boolean. Default: true.
deviceNoDevice search-result profile used for the analysis. Type: String. Accepted values: "desktop", "mobile". Default: "desktop".desktop
targetNoYour target brand, domain or URL used to scope this workflow; supply the entity you want assessed. Type: String. Optional; no client default.
keywordYesSearch keyword or phrase to analyze for this workflow. Type: String. Minimum: 1 characters. Required.
locationNoSupported geographic search-market name, for example United States; this is not a coordinate pair. Type: String. Default: "United States".United States
snapshotsYesTime-ordered search-result snapshots for the same query and market; supply at least two comparable observations. Type: Array. Minimum: 2 items. Maximum: 30 items. Required.
sensitivityNoSensitivity of change detection across the supplied snapshots; high reports smaller changes. Type: String. Accepted values: "low", "medium", "high". Default: "medium".medium
target_domainsNoHostnames whose visibility should be compared across the supplied snapshots. Type: Array. Maximum: 10 items. Default: [].

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed20 schema fields changedv0.1.5
    • addedInput schema / properties / device / description
      Added value: +"Device search-result profile used for the analysis. Type: String. Accepted values: \"desktop\", \"mobile\". Default: \"desktop\"."
    • addedInput schema / properties / keyword / description
      Added value: +"Search keyword or phrase to analyze for this workflow. Type: String. Minimum: 1 characters. Required."
    • addedInput schema / properties / location / description
      Added value: +"Supported geographic search-market name, for example United States; this is not a coordinate pair. Type: String. Default: \"United States\"."
    • addedInput schema / properties / sensitivity / description
      Added value: +"Sensitivity of change detection across the supplied snapshots; high reports smaller changes. Type: String. Accepted values: \"low\", \"medium\", \"high\". Default: \"medium\"."
    • addedInput schema / properties / snapshots / description
      Added value: +"Time-ordered search-result snapshots for the same query and market; supply at least two comparable observations. Type: Array. Minimum: 2 items. Maximum: 30 items. Required."
    • addedInput schema / properties / snapshots / items / description
      Added value: +"One supplied SERP snapshot with its capture time and ranked results. Type: Object. Required."
    • addedInput schema / properties / snapshots / items / properties / checked_at / description
      Added value: +"Snapshot capture time; use an ISO 8601 timestamp with a timezone. The client only checks that this string is nonempty. Type: String. Minimum: 1 characters. Required."
    • addedInput schema / properties / snapshots / items / properties / results / description
      Added value: +"Ranked search-result records observed in this snapshot. Type: Array. Minimum: 1 items. Maximum: 100 items. Required."
    • addedInput schema / properties / snapshots / items / properties / results / items / description
      Added value: +"One observed ranked result in this snapshot. Type: Object. Required."
    • addedInput schema / properties / snapshots / items / properties / results / items / properties / domain / description
      Added value: +"Website hostname associated with this record, for example example.com rather than a business name. Type: String. Maximum: 180 characters. Optional; no client default."
    • addedInput schema / properties / snapshots / items / properties / results / items / properties / position / description
      Added value: +"Observed search-result rank, where 1 means first. Type: Safe integer. Minimum: 1. Maximum: 100. Required."
    • addedInput schema / properties / snapshots / items / properties / results / items / properties / result_type / description
      Added value: +"Search-result category observed in the supplied snapshot. Type: String. Accepted values: \"organic\", \"paid\", \"local_pack\", \"featured_snippet\", \"ai_overview\", \"people_also_ask\", \"video\", \"image\", \"news\", \"other\". Default: \"organic\"."
    • addedInput schema / properties / snapshots / items / properties / results / items / properties / title / description
      Added value: +"Title of the supplied page or work item, used as its human-readable label. Type: String. Maximum: 240 characters. Optional; no client default."
    • addedInput schema / properties / snapshots / items / properties / results / items / properties / url / description
      Added value: +"Absolute URL of the search result observed at this position in the supplied snapshot. Type: String. Format: absolute URL. Required."
    • addedInput schema / properties / snapshots / items / properties / serp_features / description
      Added value: +"Names of search features present in this supplied snapshot, for example ai_overview or local_pack. Type: Array. Maximum: 30 items. Default: []."
    • addedInput schema / properties / snapshots / items / properties / serp_features / items / description
      Added value: +"One observed search-feature name, for example ai_overview. Type: String. Minimum: 1 characters. Maximum: 80 characters. Required."
    • addedInput schema / properties / sync / description
      Added value: +"Request a bounded wait for completion when true. The API can still return a pending job; retain its job ID and poll agentseo_job_status instead of repeating this charged call. False returns a queued job without waiting. Type: Boolean. Default: true."
    • addedInput schema / properties / target / description
      Added value: +"Your target brand, domain or URL used to scope this workflow; supply the entity you want assessed. Type: String. Optional; no client default."
    • addedInput schema / properties / target_domains / description
      Added value: +"Hostnames whose visibility should be compared across the supplied snapshots. Type: Array. Maximum: 10 items. Default: []."
    • addedInput schema / properties / target_domains / items / description
      Added value: +"One website hostname whose visibility should be compared. Type: String. Minimum: 1 characters. Maximum: 180 characters. Required."
  2. First observedv0.1.4

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare destructive=true, idempotent=false and readOnly=false, and the description reinforces this with a concrete consequence: credits are consumed and repeating the call can create new charged work. That is exactly the kind of cost/retry context annotations cannot express. It still does not say what is being 'destroyed' for a tool whose inputs are all supplied by the caller, leaving a small ambiguity about why destructive=true applies.

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?

Two sentences, no filler, and the capability statement is front-loaded ahead of the cost caveat. Every clause carries information an agent would otherwise have to infer.

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?

For an eight-parameter, credit-consuming, non-idempotent analysis with no output schema, the description covers what it computes but not what comes back – no mention of the churn metrics, deltas, or pending-job response shape an agent must handle. The billing caveat helps, but result interpretation is left entirely implicit. It is adequate to call the tool, not to use the result with confidence.

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 every one of the eight parameters, including the nested snapshot objects, is already documented in the schema. The description adds no parameter-level meaning such as ordering requirements for snapshots, how sensitivity thresholds interact, or how target_domains differs from target. Baseline of 3 applies when the schema does all the work.

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?

The first sentence names a specific verb (Compare) plus the resource (supplied SERP snapshots) and enumerates the outputs it produces: rank churn, top-domain churn, feature changes, target visibility movement. That is far more than a restatement of the name. It falls short of 5 only because it never names the nearest sibling (agentseo_analyze_serp, agentseo_rank_track) to say which analysis path an agent should pick.

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?

Usage is implied by 'Compare supplied SERP snapshots' – the agent must already hold at least two historical snapshots, which the schema reinforces. Beyond that there is no explicit when-to-use, when-not-to-use, or pointer to an alternative tool. The credit warning hints at a usage policy (don't loop) but does not tell the agent what to do instead beyond what the sync parameter already spells out.

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