# StartupHub Enrich is company intelligence. AI Agent Connect > StartupHub Enrich connects your AI client to real-time business intelligence. Provide a domain or LinkedIn URL to instantly pull funding data, revenue estimates, tech stacks, hiring trends, and Reddit sentiment. It turns your agent into a high-speed research analyst that can process CRM exports or deep-dive into specific prospects in seconds. ## Overview - **Category:** customer-relationship-management - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_N3XlBYgKrjCLSrqsS0T2LOpm8LOdRBIbhk0FqSzj/ai-agent-connect - **Tags:** company-enrichment, sales-intelligence, firmographics, technographics, lead-enrichment, crm-enrichment, due-diligence, b2b-data ## Description You can stop manually digging through LinkedIn and news sites to prep for meetings. This MCP turns your AI client into a specialized research engine that pulls deep intelligence from a single identifier. If you have a domain or a LinkedIn URL, your agent can immediately build a profile covering everything from capital efficiency to technical infrastructure. You can run a full enrichment pipeline to see what frameworks a company uses, how fast they are hiring, or what people are saying about them on Reddit. For larger tasks, you can feed your agent a list of up to 100 domains at once to identify which companies in your CRM need attention. It is built for speed and accuracy, providing verified data alongside directional estimates so you know exactly what to trust. ## Tools ### company_mentions This tool tracks news and podcast mentions for a company. It includes specific quotes and importance grades to help you spot shifts in a brand's narrative. ### company_revenue This tool estimates a company's revenue by domain. It includes a verification flag so you can distinguish between confirmed data and directional estimates. ### company_technology This tool identifies the technical stack used by a company. It detects hosting, CDNs, email providers, frameworks, payments, and analytics tools. ### effective_domain_rating This tool calculates a 0 to 100 score comparing a domain's actual visibility against its Ahrefs DR. It helps you see if a brand is over or underrated. ### enrich_company This tool runs a deep enrichment pipeline including site scraping and tech fingerprinting. It creates a new profile if the company isn't already in the system. ### get_startup This tool fetches a full profile for a specific startup using its StartupHub slug. ### hiring_scan This tool analyzes hiring velocity and recent open roles. It helps you understand what a company is currently building based on their job titles. ### resolve_company This tool converts a domain or LinkedIn URL into a full StartupHub company record. It returns the name, HQ, sectors, and headcount. ### trust_reputation This tool generates a 0 to 100 trust score based on security posture, privacy transparency, and reported legal findings. ### company_funding This tool provides a snapshot of a company's financial status. It returns total raised, latest round, valuation, and fundraising status for a specific domain. ### bulk_match_domains This tool processes up to 100 domains in a single call. It matches them to existing records to help you clean or enrich CRM exports. ### reddit_reviews This tool pulls public sentiment and review snippets from Reddit. It is useful for finding real user complaints or praise. ## Prompt Examples **Prompt:** ``` What do you know about ramp.com? ``` **Response:** ``` Ramp is a Fintech company based in the US with approximately 1000 employees and ~$1.9B raised. I can also pull their specific tech stack, funding rounds, or current hiring signals if you need them. ``` **Prompt:** ``` Enrich these 40 domains from our CRM export and tell me which ones have no profile. ``` **Response:** ``` I processed the 40 domains. 31 matched existing records, while 9 have no profile on file. Should I run a deep enrichment on the strategic ones? ``` **Prompt:** ``` Check the reputation and tech stack for stripe.com. ``` **Response:** ``` Stripe has a high trust score based on security headers and privacy policy. Their stack includes specific payment frameworks and hosting providers which I can list in detail. ``` ## Capabilities ### Identity Resolution Your agent uses this to turn a simple URL into a structured company profile. ### Financial Intelligence The AI pulls funding rounds, valuations, and revenue estimates to assess company scale. ### Technographic Profiling Your agent identifies the software and infrastructure a company relies on. ### Sentiment Analysis The AI scans Reddit and news mentions to gauge public perception. ### Risk Assessment Your agent evaluates security posture and reputation scores for due diligence. ## Use Cases ### CRM Enrichment Upload a list of domains to automatically fill in missing company details in your database. ### Pre-Call Intelligence Ask your agent for a prospect's funding and tech stack right before a sales meeting. ### Competitive Analysis Compare the tech stacks and hiring velocities of different companies in your industry. ### Due Diligence Check a company's trust score and Reddit sentiment before signing a contract. ## Benefits - Replaces manual research with instant data retrieval. - Processes bulk CRM lists in a single request. - Provides verified financial and technical data points. - Identifies hiring and sentiment signals in real time. ## How It Works Connecting to this intelligence is straightforward and requires no complex setup. 1. Connect the StartupHub Enrich MCP to your AI client via Vinkius. 2. Add your StartupHub API key in your account settings for full access. 3. Provide a domain or LinkedIn URL to your agent. 4. The agent calls the necessary tools to build your company dossier. ## Frequently Asked Questions **How much does it cost to enrich a company?** Costs vary by tool. Basic domain resolution costs 1 credit, while deep enrichment via the full pipeline costs 5 credits. **Do I need an API key to use this MCP?** You can use trust and domain rating scans without a key, but most deep enrichment and profile tools require a StartupHub API key. **Can I process multiple companies at once?** Yes, you can use the bulk match tool to resolve up to 100 domains in a single call. **Is the revenue data accurate?** The tool provides both estimated and verified revenue. It includes a flag so you know if the data is a direct fact or a directional estimate. **Which AI clients can I use with this?** This MCP works with any compatible client, including Claude, Cursor, Windsurf, and VS Code. **What's the difference between resolve_company and enrich_company?** `resolve_company` reads the existing directory record (1 credit for a domain, 3 for LinkedIn). `enrich_company` runs the full pipeline — live search grounding, a site scrape, tech fingerprinting and LinkedIn/jobs/GitHub passes — and creates the company if it does not exist yet (5 credits). Read first; enrich only when the read is missing or stale. **Is the revenue figure reliable?** The response marks it explicitly: `is_revenue_verified` tells you whether the estimate was grounded in a verified source or is a model estimate. Treat unverified values as directional and say so when you quote them. **Do I need an API key?** It is optional. `trust_reputation` and `effective_domain_rating` are free public tools that work with no key. Profile lookups, enrichment, funding, revenue, tech, hiring and mentions require an sk_live_ key — create one at https://www.startuphub.ai/my-account?tab=api.