by nostrband
AI Agent skills to access structured datasets for startup founders
# Add to your Claude Code skills
git clone https://github.com/nostrband/ServiceGraphLast scanned: 5/30/2026
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"status": "PASSED",
"scannedAt": "2026-05-30T16:15:14.513Z",
"npmAuditRan": true,
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}ServiceGraph is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by nostrband. AI Agent skills to access structured datasets for startup founders. It has 111 GitHub stars.
Yes. ServiceGraph passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/nostrband/ServiceGraph" and add it to your Claude Code skills directory (see the Installation section above).
ServiceGraph is primarily written in Shell. It is open-source under nostrband on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh ServiceGraph against similar tools.
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Datasets for founders — where to launch, who to email, who to hire.
Agent Skills for ServiceGraph — structured, metrics-enriched business datasets your agent can filter, rank, and pull contact data from. One filter DSL, one credit balance, many datasets:
| Dataset | Size | Enriched with |
|---|---|---|
| Agencies (US professional-services firms) | 110k+ | services · size · location · ratings |
| Business directories | 3,500+ | industry · domain rating · traffic |
| Product directories | 850+ | submission policy · domain rating · traffic |
| Newsletters | 50k+ | subscribers · topics · post cadence |
| subreddits, influencers | coming soon |
The branded servicegraph skill 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 specific find-* skills cover two datasets today. For the Agencies
dataset — 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
the Product directories dataset — where to launch a software product and
earn 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 with 19+ AI agents including Claude Code, Codex, Cursor, GitHub Copilot, Gemini, Cline, Goose, Windsurf, and any other harness that supports the Agent Skills format.
npx skills add nostrband/servicegraph --skill find-service-providers
npx skills add nostrband/servicegraph
API key: browsing, filtering, and brief cards are free, but every call
needs a key. Create one at
servicegraph.co/profile/api-keys
(2,000 free credits on signup, no card) and put it in your shell or
.env.local as SERVICEGRAPH_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 when:
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.
Use when:
Find US marketing agencies — branding, content marketing, PPC/paid media,
social, email, performance/demand-gen, video production, full-service digital.
Auto-pins industry:marketing_agency so the agent doesn't have to.
Use when:
Find US SEO agencies — technical, on-page/off-page, link-building,
content-led, local, ecommerce, B2B SEO, audits. Auto-pins
industry:marketing_agency service_provided:seo.
Use when:
Find US design and creative agencies — graphic design, UX/UI, product
design, brand identity, packaging, illustration, motion design, creative
direction. Auto-pins industry:design_creative. Defers to
find-marketing-agency for marketing-led engagements where design is one
of several services, and to find-web-developer when the deliverable is a
built website rather than design assets.
Use when:
Find US software development firms — custom software, web/mobile development,
backend/API, DevOps/cloud consulting, system integration, hosting. Auto-pins
industry:it_services. Defers to find-web-developer for strictly
website/landing-page projects, and to find-ai-consultancy for AI/ML
modeling and data-engineering work.
Use when:
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-pins
industry:it_services service_provided:web-development. Defers to
find-software-developer for backend/API/mobile work, and to
find-marketing-agency when scope spans broader marketing.
Use when:
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-pins
industry:data_ai_consulting. Defers to find-software-developer for
general app/backend work where AI is just a feature.
Use when:
Find US B2B law firms — corporate, IP/patent, M&A and securities,
employment, commercial litigation, regulatory/compliance, data privacy/
cyber, real estate, tax. Auto-pins industry:legal. The catalog is
B2B-only — consumer-personal matters (divorce, personal injury, criminal
defense, estate planning, family law, wills) are explicitly out of scope.
Use when:
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-pins industry:accounting_tax. B2B-only —
personal tax prep (1040, individual estate, retirement planning) is
out of scope.
Use when:
Find US management consultancies — strategy, operations, executive
coaching, leadership development, org-development/change management,
PMO/program management, sales/revenue ops. Auto-pins
industry:management_consulting and uses the service_provided
sub-tags (strategy-consulting, operations-consulting, etc.).
Use when:
Find US real-world engineering firms — civil, structural, MEP,
mechanical, electrical, geotechnical, transportation, environmental,
manufacturing. Auto-pins industry:engineering_services. NOT for
software engineering — defers software-dev / "engineering team" /
SaaS-architecture asks to find-software-developer. Skips residential
or consumer architecture asks.
Use when: