ServiceGraph
Description
Access ServiceGraph — a structured catalog of 100k+ US professional-services firms (law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design) with filters for industry, services offered, location, size, ratings, and third-party listing…
About
Access ServiceGraph — a structured catalog of 100k+ US professional-services firms (law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design) with filters for industry, services offered, location, size, ratings, and third-party listing presence.
Details
- Author
- nostrband
- Downloads
- 224
- Categories
- Web Scraping, Other
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- Structured catalog of 100k+ US professional-services firms.
- Filters for industry, services offered, location, size, and ratings.
- Third-party listing presence data.
- Covers 22 industries including law, marketing, and consulting.
- Returns structured data like ratings, provided services, and contacts.
Invoke ServiceGraph with natural-language prompts such as "Find me three boutique IP law firms in California," "Build a longlist of 50 mid-size US management consultancies," or "Here are 12 agency domains — pull contact info and confirm which are US-based." The README does not specify install or configuration commands.
Datasets for founders— where to launch, who to email, who to hire.
The brandedservicegraphskill works against every dataset— say "servicegraph" and your agent discovers what datasets exist, learns each one's schema and filters, searches free, and unlocks detail with credits.The specificfind-skills cover two datasets today.For theAgenciesdataset — law, marketing, design, consulting, accounting, IT services, AI/ML, web development, engineering, HR, PR, cybersecurity, and more — filterable by industry, services, location, size, ratings, and third-party listings. And for theProduct directoriesdataset — where tolauncha software product andearn backlinks— covering general product/SaaS launches, MCP-server registries, and AI-tool / AI-agent / agent-skill directories, ranked by Domain Rating and organic traffic. More per-use-case skills for the newsletter and other datasets land here as they ship — same install, same API key, same DSL.
Compatible with19+ AI agentsincluding Claude Code, Codex, Cursor, GitHub Copilot, Gemini, Cline, Goose, Windsurf, and any other harness that supports theAgent Skillsformat.
npx skills add nostrband/servicegraph --skill find-service-providers
API key:browsing, filtering, and brief cards are free, but every call needs a key. Create one atservicegraph.co/profile/api-keys(2,000 free credits on signup, no card) and put it in your shell or.env.localasSERVICEGRAPH_API_KEY=vk_…. Skills prompt for it on first use and never read the value into the model's context.
The generic, dataset-agnostic way to drive ServiceGraph. Launch it by naming the brand; it discovers what datasets exist and each one's schema and filters through the API, searches free brief rows, and unlocks contact + metric detail with credits — no datasets or fields hardcoded, so it stays correct as new data lands.
- "Use ServiceGraph to find …"
- "What datasets does ServiceGraph have?"
- "Search ServiceGraph for … / look this up in ServiceGraph"
- "Pull contacts from ServiceGraph for these domains"
- The dataset you need has no specific skill below yet
Find, shortlist, vet, or enrich US professional-services firms across all 22 industries in the catalog — law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design, and more.
- "Find me three boutique IP law firms in California"
- "Build a longlist of 50 mid-size US management consultancies"
- "Here are 12 agency domains — pull contact info and confirm which are US-based"
- The user's intent doesn't fit a more specific skill below
Find US marketing agencies — branding, content marketing, PPC/paid media, social, email, performance/demand-gen, video production, full-service digital. Auto-pinsindustry:marketing_agencyso the agent doesn't have to.
- "Shortlist three B2B branding agencies in California"
- "Find a PPC shop with ecommerce experience"
- "We need a content marketing partner for a SaaS launch"
Find US SEO agencies — technical, on-page/off-page, link-building, content-led, local, ecommerce, B2B SEO, audits. Auto-pinsindustry:marketing_agency service_provided:seo.
- "Find me an SEO agency in Texas"
- "Shortlist three technical SEO consultancies for SaaS"
- Indirect phrasings: "organic traffic is flat", "improve our Google rankings"
Find US design and creative agencies — graphic design, UX/UI, product design, brand identity, packaging, illustration, motion design, creative direction. Auto-pinsindustry:design_creative. Defers tofind-marketing-agencyfor marketing-led engagements where design is one of several services, and tofind-web-developerwhen the deliverable is a built website rather than design assets.
- "Find me a UX/UI design agency for our SaaS product"
- "Shortlist three brand-identity studios in NY for our rebrand"
- "Packaging design firm for a CPG launch"
Find US software development firms — custom software, web/mobile development, backend/API, DevOps/cloud consulting, system integration, hosting. Auto-pinsindustry:it_services. Defers tofind-web-developerfor strictly website/landing-page projects, and tofind-ai-consultancyfor AI/ML modeling and data-engineering work.
- "Find me a software dev shop in Austin"
- "Shortlist three custom-software firms with healthcare experience"
- "We need a mobile app developer for our iOS launch"
Find US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify, headless CMS, microsites, and web frontend work. Auto-pinsindustry:it_services service_provided:web-development. Defers tofind-software-developerfor backend/API/mobile work, and tofind-marketing-agencywhen scope spans broader marketing.
- "Find a web developer for our marketing landing page"
- "Shortlist three Webflow agencies in California"
- "Rebuild our ecommerce site on Shopify with custom theme work"
Find US AI/ML and data consulting firms — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots, agents), computer vision, NLP, recommendation systems, data engineering, BI/analytics. Auto-pinsindustry:data_ai_consulting. Defers tofind-software-developerfor general app/backend work where AI is just a feature.
- "Find an AI/ML consulting firm to build our recommendation engine"
- "Three RAG/LLM consultancies for an enterprise chatbot project"
- Indirect: "we want to use AI to predict customer churn — who can help?"
Find USB2Blaw firms — corporate, IP/patent, M&A and securities, employment, commercial litigation, regulatory/compliance, data privacy/ cyber, real estate, tax. Auto-pinsindustry:legal. The catalog is B2B-only — consumer-personal matters (divorce, personal injury, criminal defense, estate planning, family law, wills) are explicitly out of scope.
- "Find three boutique IP law firms in California for patent prosecution"
- "Shortlist M&A counsel for a Series-B fundraise"
- Indirect: "outside counsel for GDPR / SOC 2 oversight"
Find US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A valuations, R&D tax credits, IPO readiness, sales-and-use tax. Auto-pinsindustry:accounting_tax. B2B-only — personal tax prep (1040, individual estate, retirement planning) is out of scope.
- "Find me a CPA firm for our Delaware C-corp Series A audit"
- "Shortlist three audit firms with SaaS experience"
- Indirect: "our books are a mess and we need someone to clean them up before the audit"
Find US management consultancies — strategy, operations, executive coaching, leadership development, org-development/change management, PMO/program management, sales/revenue ops. Auto-pinsindustry:management_consultingand uses theservice_providedsub-tags (strategy-consulting,operations-consulting, etc.).
- "Find me three top strategy consultancies in California for a Series-B SaaS"
- "We need an executive coach for our new CEO"
- Indirect: "change-management partners for a post-merger integration"
Find USreal-worldengineering firms — civil, structural, MEP, mechanical, electrical, geotechnical, transportation, environmental, manufacturing. Auto-pinsindustry:engineering_services.NOT for software engineering— defers software-dev / "engineering team" / SaaS-architecture asks tofind-software-developer. Skips residential or consumer architecture asks.
- "Find civil engineering firms in Florida for transportation infrastructure"
- "Shortlist three structural engineering firms with high-rise experience"
- Indirect: "we're building a 10-story office and need a structural engineer to stamp the drawings"
Find US recruiting and staffing firms — executive search/retained search, RPO, tech/sales/healthcare recruiting, contingent/contract staffing, temp staffing. Auto-pinsindustry:hr_recruiting_staffing.Procures an external recruiting firm— does NOT fire on recruiting-an-employee asks ("hire a recruiter for our team", "where should I post the job"), candidate-side asks, or in-house recruiter hires.
- "Find me an executive search firm for a CFO search"
- "We need RPO support for a 50-engineer hiring push"
- Indirect: "we're scaling fast and need help hiring at scale"
Find US public-relations and communications agencies — media relations, crisis comms, investor relations (IR), product-launch PR, tech/startup PR, healthcare PR, B2B PR, public affairs, brand reputation, internal communications. Pinsservice_provided:public-relations. Defers tofind-marketing-agencywhen scope spans broader marketing beyond PR/comms.
- "Find me a tech PR agency in NY for our Series-B announcement"
- "Three IR firms for our upcoming IPO roadshow"
- Indirect: "we need press — get us into TechCrunch, WSJ, the trade press"
Find US cybersecurity firms — pen-testing/red team, security audits, vCISO, SOC 2 readiness, incident response, managed SOC, IAM, cloud security, AppSec. Pinsservice_provided:cybersecurity. B2B-only — consumer-personal cybersecurity ("my Gmail got hacked", "secure my home wifi") is out of scope.
- "Find me a pen-testing firm for our SOC 2 audit"
- "We need an incident response retainer"
- Indirect: "we got hit with ransomware last week — we need help fast"
Each row is adirectory you submit to— not a firm and not a product. These skills answerwhere to launch a software product and earn backlinks*: they rank listing sites byDomain Rating(free in every result, so you shortlist for zero credits) and unlock thesubmission note(how to submit, and whether the listing grants a backlink) plus organic traffic with credits. Global catalog, not US-only.
Find and rank directories to submit aSaaS, software product, app, or startupto — SaaS review sites, launch platforms (Product Hunt and its alternatives), and general software directories. Defers tofind-mcp-directoriesandfind-ai-directoriesfor those niches.
- "Where can I submit my B2B SaaS to get backlinks and launch-day traffic?"
- "Give me a list of Product Hunt alternatives to launch our app on"
- "Here are 10 software directory domains — pull submission details and rank by DR"
Find and rankMCP-server registries(Model Context Protocol) — where to publish a server so agent builders discover it, ranked by domain authority.
- "Where do I list my MCP server?"
- "Best MCP directories and registries to submit our server to for backlinks"
- Indirect: "we just built an MCP server — where do we publish it?"
Find and rank directories forAI tools, AI agents, and agent skills / plugins— where to list an AI product for backlinks and discovery. Defers tofind-mcp-directorieswhen the artifact is specifically an MCP server.
- "Where can I list my AI tool to get backlinks and discovery?"
- "Directories to submit my AI agent / where do I publish our agent skill?"
- "Rank the top AI tool directories by domain rating for our SEO push"
If your harness speaks theModel Context Protocol, skip the skill install and point it at the hosted MCP server:
claude mcp add --transport http servicegraph https://mcp.servicegraph.co
Settings → Connectors → Add custom connector, then paste:
The OAuth handshake runs in your browser on first use.
[mcp_servers.servicegraph] url = "https://mcp.servicegraph.co"
.cursor/mcp.json(or the equivalent for your harness):
{ "mcpServers": { "servicegraph": { "url": "https://mcp.servicegraph.co" } } }
Skills are automatically available once installed. The agent will pick the right one when it detects a relevant task.
Find me three boutique IP law firms in California that handle patent prosecution for hardware startups.
Need a shortlist of mid-size SEO agencies in NY or NJ with a strong B2B SaaS portfolio.
We're hiring a CPA firm for a Delaware C-corp Series A audit. Recommend 5 options under 50 people.
Here are 12 marketing agency domains I scraped — pull contact info and confirm which are in the US.
How it works — browse free, unlock with credits
Every dataset lives behind the same per-dataset URL shape and the same filter DSL. For the agencies dataset the id ispro_services:
GET /v1/datasets/pro_services/fields → field catalog + DSL grammar · free GET /v1/datasets/pro_services/check → validate a filter · free GET /v1/datasets/pro_services/search → brief firm cards · free GET /v1/datasets/pro_services/{apex} → one row (brief; detail if unlocked) · free POST /v1/datasets/pro_services/unlocks → full contact bundle · 10 credits/row
Discovery, filtering, and brief cards arefree— you only spend credits to unlock a row's full contact detail (URL, phone, email, social, address). An unlock lasts30 daysand re-fetching within that window is free.
- 2,000 free credits on signup, no card.
- 10 credits per row(~$0.10). Top-ups: $10 / 1,000 credits, $80 / 10,000 (20% off).Credits never expire.
One query parameter, GitHub-search-style. AND binds tighter than OR;-x/NOT xfor negation;tag@evidencefor theservice_providedfield. Any bareword is a free-text keyword search across firm name, brand, title, meta description, and legal name.
industry:legal state:CA,NY -company_size_signal:solo industry:management_consulting service_provided:strategy-consulting@high dental industry:marketing_agency rating>=4 review_count_total>=20 has:clutch (web3 OR blockchain) state:CA
The field catalog (kinds, operators, allowed values) is discoverable at runtime via/v1/datasets/pro_services/fields.
Each skill follows theAgent Skills Open Standard:
- SKILL.md— required manifest with frontmatter (name, description, metadata)
The skills in this repo are single-file. No bundled scripts or references yet — the API is small enough that the agent does fine with prose + copy-pasteable curl examples.
- API console & docs
- OpenAPI 3.1 spec
- Create an API key
- llms.txt
- Site
- Product directories
- MCP directories
- Agent skills directories
- ProductHunt
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