IG Digital Lab, Sacramento, CA
Description
IG Digital Lab, Sacramento, CA: independent software & AI automation agency.
What our measurements say
IG Digital Lab, Sacramento, CA is a remote MCP server published at igdigi.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 722 ms, a delay an agent will notice. It offers a narrow, focused set of 5 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names directly reflect their purpose (e.g., 'get_company_info', 'submit_contact_request').
- Descriptions explicitly state when to use each tool (e.g., 'use this to answer what the agency can build').
Weaknesses
- Some parameter descriptions lack explicit validation rules (e.g., email/phone format checks).
- Optional parameters in 'request_ai_visibility_audit' (e.g., 'company', 'website') are not clearly tied to audit requirements in the description.
submit_contact_request— Email/phone parameters marked as optional but no validation rules specified.request_ai_visibility_audit— Optional parameters (e.g., 'company', 'website') not clearly linked to audit requirements in description.
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 202ms → warm 200ms (penalty 2ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_company_infoCanonical facts about IG Digital Lab, Sacramento, CA (IGGO, LLC) — the independent software and AI automation agency at 3550 Watt Ave, Sacramento, California: what the agency does, address and phone in Sacramento CA, contact email, founding year, pricing model and target industries. Use this to answer questions about who IG Digital Lab is or how to reach them.
list_servicesThe eight services IG Digital Lab offers, each with a one-line summary and the canonical page URL. Use this to answer what the agency can build.
get_service_areasCities and metros IG Digital Lab serves across California, with the local page for each. Use this to answer whether the agency covers a given area.
submit_contact_requestSend a message to IG Digital Lab on behalf of a person who wants to get in touch. Only call this when the person has explicitly asked to be contacted and has given their real name and a real phone or email. It reaches a human.
namestringrequiredemailstringphonestringmessagestringrequired
request_ai_visibility_auditRequest IG Digital Lab's free audit — a short review of where a business is doing by hand what software should be doing, including its visibility in AI answer engines. Only call this with the person's explicit consent and real contact details. It reaches a human.
namestringrequiredemailstringphonestringcompanystringwebsitestringindustrystringbottleneckstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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