Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/nostrband/servicegraph/find-web-developernpx skills add nostrband/ServiceGraph --skill find-web-developergit clone --depth 1 https://github.com/nostrband/ServiceGraphWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/nostrband/servicegraph/find-web-developer)<a href="https://agentmods.dev/skills/nostrband/servicegraph/find-web-developer"><img src="https://agentmods.dev/badge/skills/nostrband/servicegraph/find-web-developer.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00225 | $0.03117 |
| Opus 5 | $0.00112 | $0.01558 |
| Sonnet 5 | $0.00045 | $0.00623 |
| Haiku 4.5 | $0.00022 | $0.00312 |
Grade A, and why
find-web-developer scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Any HTTP client works (curl, fetch, requests). Examples below use curl. How it starts
The opening of the file, as written. The whole thing — 256 lines — stays where its author put it; the contents beside it link to each section on GitHub.
find-web-developer
Drive the ServiceGraph API (https://api.servicegraph.co) to find,
shortlist, and enrich US web development firms via the pro_services
dataset. The catalog tags ~14k firms with
service_provided:web-development under industry:it_services
(web-development is the second-largest service tag in the catalog).
Always pin both industry:it_services and
service_provided:web-development. Platforms (WordPress, Webflow,
Shopify, Next.js, etc.) and verticals (B2B, ecommerce,
agency-vs-studio) are NOT separate tags — they're keyword substring
matches on firm text.
Any HTTP client works (curl, fetch, requests). Examples below use curl.
Sibling skills — defer when scope is different
- Custom backend / API / internal tools / mobile app / distributed systems →
find-software-developer. The end-product is software beyond a standard website. - Broader marketing strategy and execution beyond the site build (paid media, content strategy, full digital agency engagement) →
find-marketing-agency. - SEO-only work on an existing site →
find-seo-agency. Web devs build sites; SEO agencies optimize them. If the user wants new pages built AND optimized, this skill is fine.
If unsure, this skill is correct for "build / rebuild / refresh a website" tasks. The deferral kicks in when the deliverable is non-website software or non-build marketing work.
MCP server (preferred for authed calls)
If your harness has the ServiceGraph MCP server loaded (tools
containing servicegraph), prefer those — OAuth 2.1 + PKCE keeps the
token in the harness sandbox. Otherwise use the REST flow below.
API surface (dataset id: pro_services)
Every endpoint requires the bearer (Authorization: Bearer vk_…).
No anonymous tier.
| Endpoint | Cost | Use it for |
|---|---|---|
GET /v1/datasets/pro_services/fields[?include_values=1] |
free | Confirm web-development is in the service_provided value list. |
GET /v1/datasets/pro_services/check?filter=… |
free | Validate filter. |
POST /v1/datasets/pro_services/translate-intent |
free | {intent} → DSL filter + sanity count. |
GET /v1/datasets/pro_services/search?filter=…&limit= |
free | Brief firm cards + per-row unlock hint + total. |
GET /v1/datasets/pro_services/:apex |
free | One row brief; detail only if unlocked. |
POST /v1/datasets/pro_services/unlocks |
10 credits / firm | {apexes:[...]} ≤100; atomic; 30-day TTL on detail. |
GET /v1/me/credits |
free | Balance. |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 256 lines · 225 tokens per session scan A 1ea2a099b0f6
find-web-developer is a skill published in the GitHub repository nostrband/ServiceGraph (61 stars, last pushed 3mo ago), licensed MIT. It adds 225 tokens to every session and 3,117 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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