SG

ScopeAI GEO Observation

cc.scopeai/geo-observation

GEO brand visibility and AI citation evidence. Free capability discovery and request matching.

Yes, your AI can use this right now.Answered a live MCP handshake in 162 ms with no sign-in needed and exposes 11 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://scopeai.cc/mcp

11 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
geo_describe_serviceread-only

Read ScopeAI's current GEO targets, availability, limitations and connection details. Free; no account, model call or website fetch. Use before proposing a paid observation.

geo_match_requestread-only

Check whether a GEO intent, exact target, measurement surface, language, market and deliverables are supported. Free and deterministic; never starts a project or paid task. Consumer App/browser measurements cannot be substituted with model API results.

geo_prepare_optimizationread-only

Use when the customer says start GEO optimization. Free, anonymous preparation: collect brand and public HTTPS website, then return a structured task handoff for the customer's Codex/CMS maintainer, factual evidence requirements, preview/publication gates and same-condition retest. Missing brand/website returns one short question. Does not fetch or diagnose the website, verify supplied facts, pers

geo_list_targetsread-only

Read current GEO target availability and pricing using the configured API Key. Does not start a model call or charge the wallet. Check enabled and scope before quoting.

geo_create_project

Create a private brand project from customer-approved information. Requires API Key and geo:write permission. Changes the account workspace but does not start paid observation or publish content.

geo_quote_observation

Create an expiring quote for a customer-owned project and explicit target/questions/repeats. Requires geo:write. Does not start sampling or debit the wallet. Show the quoted amount, scope and expiry before acceptance.

geo_accept_observation

Starts a PAID asynchronous observation and reserves funds. Use only after the customer approved this quote and maximum charge. Requires API Key, geo:run grant, approved=true, max_charge_cents and a stable idempotency_key. On insufficient balance, read payment_handoff and pause for the customer to contact the administrator; no online payment or automatic credit is available. Retry the same request

geo_get_observationread-only

Read an owned observation task and its financial state; does not start or retry sampling. Requires API Key. Use the original task ID after timeout before considering any new task.

geo_get_answersread-only

Read a page of actual answer units from an owned observation. Preserve failed/missing units and the API measurement scope; do not invent answers or interpret absence as a negative mention. Requires API Key; no new sampling.

geo_get_sourcesread-only

Read the returned source/citation records of an owned observation. A URL alone does not prove support for a claim. Requires API Key; no new sampling or website fetch.

geo_cancel_observationcan modify

Cancel a customer-requested owned observation and return its fee state. Requires API Key; already executed units may remain billable under the accepted quote. Does not create another task.

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