Instinct MCP Integration for AI Agents

Look up a single company in the Instinct corpus by domain or id, returning its curated profile (name, location, MSP classification).

Retrieve the full enriched firmographic profile for a company (by its company id): description, focus, size, locations, socials, and the composite FCML band.

Retrieve the detected technographic profile for a company (by its company id): the vendor tools and services detected.

Retrieve the FCML score breakdown for a company (by its company id): the composite score/band plus every per-signal sub-score. The premium analytic layer.

Count how many companies in the Instinct corpus match a set of filters. Filters: US state / city / country, size_class, employee_band, fcml_band_min, offered service, detected vendor; a generic signal + signal_band_min over any maturity sub-score (signal one of: website, territory_health, linkedin, facebook, gmaps, indeed, glassdoor, infrastructure_security, tech_stack, compliance, serp_visibility, service_breadth, seo, fcml) — e.g. signal='linkedin', signal_band_min=3 for 'active on LinkedIn'; presence flags has_linkedin/has_facebook/has_google_maps/has_glassdoor; firmographic is_north_american, company_size, founded_after/founded_before; precise recency activity ('jobs' or 'facebook_posts') + active_within_days; and segment ('msp' = MSP (Primary) / bucket 1, 'var' = Managed Services Offered / VAR / bucket 2). Optionally group_by one dimension (state, size_class, country, company_size, is_north_american, fcml_band, segment, or any signal name) — e.g. group_by='segment' for an MSP-vs-VAR breakdown. Returns COUNTS ONLY — never company names or lists — for market sizing / TAM. Small counts are reported as '<5'.

Retrieve a company's NORMALIZED MSP services (by its company id) from the curated services taxonomy — each with its category. Cleaner than free-text technographics.

Retrieve the third-party technology vendors detected for a company (by its company id) — the real technographic signal (RMM/PSA/EDR/backup/…) with category, detection method(s), and confidence.

Retrieve the Territory Health (THS) score for a company (by its company id): the banded local-market strength plus the circle-aggregation explainability (radius, ZIP count, population, urbanicity, anchor).

Retrieve a company's cross-source reputation (by its company id): Google Maps, Glassdoor, and Indeed ratings + review counts, plus recent Glassdoor reviews and Google review metadata.

Retrieve a company's social reach and posting cadence (by its company id): LinkedIn + Facebook follower/employee counts and recent-post activity.

Retrieve a company's active hiring signal (by its company id): current Indeed + LinkedIn job postings (title, seniority, recency) and an active count. Distinguishes 'not covered' from 'not hiring'.

Retrieve a MODELED revenue estimate for a company (by its company id): headline gross-revenue / ARR / MRR / endpoints-under-management ranges. This is a heuristic ESTIMATE from industry benchmarks, NOT collected data — the returned 'disclaimer' must be shown verbatim.

Retrieve a company's email/DNS security posture (by its company id): SPF/DMARC presence, TLS validity, domain age, and mail/cloud provider flags.

Retrieve a company's website performance (by its company id): Core Web Vitals (CrUX field data, lab fallback) and a rolled-up performance band.

Retrieve a company's SEO health (by its company id): rolled-up audit + web-authority scores/bands and a curated slice of target/ranking keywords.

Benchmark a company (by its company id) on one maturity signal against a cohort — returns the company's band + the percentile of the cohort it scores above. signal is one of the sub-scores or 'fcml'. Cohort defaults to the national sellable universe; set cohort_state / cohort_size_class to restrict to the company's own, or cohort_service to a shared service. The cohort auto-widens when too small to benchmark.

Retrieve a company's SERP visibility detail (by its company id): the search queries its pages appear for, with position and result type (organic vs local-pack). The detail behind the serp_visibility score.

Retrieve what changed recently for a company (by its company id): rating / review-count / follower deltas (latest vs previous snapshot) plus counts of new reviews, job posts, and social posts within window_days (default 90).

Look up a KNOWN list of companies in one call — provide up to 25 domains and/or company ids — returning each sellable match's curated summary (name, location, MSP classification). Non-matches are dropped. This is batch enrichment of a known list, NOT discovery. Priced per match returned.

Count how many companies posted on social media recently — 'how many companies posted about <topic> on LinkedIn/Facebook in the last N days'. Params: network ('linkedin' | 'facebook' | 'any'), within_days, and an optional topic (full-text search over post text; omit for 'posted at all'). Returns COUNTS ONLY — the number of distinct companies (and total matching posts) — never company names or lists. Small counts are reported as '<5'.

Retrieve a company's security exposure (by its company id): passive attack surface (open ports / exposed services from Shodan InternetDB), CPE-inferred CVEs enriched with CISA-KEV (known-exploited) and EPSS exploit-probability, and vendor-level technology risk. Evidence is version-unconfirmed (software they run that has actively-exploited CVEs), NOT proof of a live vulnerability.

Retrieve a company's ransomware leak-site exposure (by its company id) — EVIDENCE ONLY. Returns possible matches of the company to a ransomware group's leak-site listing (matched by registrable domain or exact distinctive name), each a low-confidence third-party claim surfaced for review, NEVER a confirmed breach. The 'disclaimer' field MUST be rendered verbatim.

Retrieve a company's network-membership label (by its company id): Independent vs PE-roll-up vs Franchise, with corporate-family detail (GLEIF ownership graph, fused roll-up probability, corporate parent/LEI) and franchise brand. 'network_type' is a conservative derived label. Ownership evidence is GLEIF (CC0); not a scored dimension.

Retrieve the business density of a company's home county (by its company id) from US Census County Business Patterns: establishment / employment / payroll counts plus national percentile and density tier. Territory context, not a scored dimension.

Return a company's hosting / IP-network profile (by its company id), derived from the Instinct corpus' resolved public IP addresses: the primary hosting provider (cloud, CDN, managed host, or self-hosted) mapped from each IP's ASN, cloud/CDN/self-hosted flags, per-IP ASN detail, and geo. Returns available=false when the company has no resolved public IPs on file.

Return a company's web accessibility audit (by its company id) from an axe-core WCAG scan of its homepage in the Instinct corpus: the overall pass score, violation counts by impact, the failed WCAG success criteria, and the top failing rules. Returns available=false when no accessibility scan is on file.

Return a company's content-publishing cadence (by its company id) from its RSS / Atom feeds in the Instinct corpus: posts in the trailing 30 / 90 / 365 days, days since the last post, median interval, feed count, and a coarse cadence band (active / occasional / dormant / silent). Cadence metadata only, never post content. Returns available=false when no feed was discovered.

Return a company's normalized location (by its company id) from the Instinct corpus: structured street address, city, state, ZIP, country, headquarters, territory-anchor latitude/longitude, alternate domains, and the Google-Maps address and phone. Business contact detail only. Returns available=false when no location detail is on file.

Return a company's website intelligence (by its company id) from the Instinct corpus' crawled + AI-classified pages: the homepage summary, keywords, whether the site advertises pricing / case studies / team / testimonials / services, and a bounded set of page summaries. Long free-text is returned as tagged untrusted content. Returns available=false when no pages are on file.

Return a company's full hiring detail (by its company id) from the Instinct corpus, unified across ATS boards (Greenhouse / Lever / Ashby / Workable, with full job-description text), LinkedIn, Indeed, and Glassdoor. Each posting includes source, title, department, location, seniority, and posted date; ATS postings also include the job-description text (tagged untrusted content). Richer than get_hiring_signals. Returns is_hiring=false when no open postings are found.