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ServiceGraph

AI Agent skills to access structured datasets for startup founders

Install

$claude mcp add --transport http servicegraph https://mcp.servicegraph.co

Install command taken from the project's README or registry entry. Always review code before running it.

ServiceGraph Agent Skills

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.

Installation

Install a specific skill

npx skills add nostrband/servicegraph --skill find-service-providers

Install all skills

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.

Available Skills

Any dataset

servicegraph — the branded entry point

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:

  • "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

Agencies dataset

find-service-providers — the umbrella skill

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.

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