find-ai-directories

find-ai-directories is a skill for Claude Code from nostrband/ServiceGraph. It costs 240 tokens per session (3,116 once invoked), scanned C, original, MIT.

A directory-finding assistant for locating websites where you can submit an AI tool, app, agent, or agent plugin.

In plain words
What is it for?
Use it to find, rank, and shortlist AI product directories for launch submissions, discovery, and search-engine links.
Why use it?
It removes the work of searching through many listing sites and helps identify places that may bring referral visits and links to your product.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the servicegraph plugin — 18 skills, 1 MCP server shipped together

Good fit Use it to find, rank, and shortlist AI product directories for launch submissions, discovery, and search-engine links.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nostrband/servicegraph/find-ai-directories
Install

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.

Any agent
npx skills add nostrband/ServiceGraph --skill find-ai-directories
Clone the repo
git clone --depth 1 https://github.com/nostrband/ServiceGraph

Made for: Claude Code.

Or install servicegraph, the plugin that ships this one along with the rest of its 18 skills, 1 MCP server.

Wrote 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.

agentmods badge for find-ai-directories

README.md
[![agentmods](https://agentmods.dev/badge/skills/nostrband/servicegraph/find-ai-directories/github.svg)](https://agentmods.dev/skills/nostrband/servicegraph/find-ai-directories)
Your own site
<a href="https://agentmods.dev/skills/nostrband/servicegraph/find-ai-directories"><img src="https://agentmods.dev/badge/skills/nostrband/servicegraph/find-ai-directories/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for find-ai-directories

Your own site · 80×15
<a href="https://agentmods.dev/skills/nostrband/servicegraph/find-ai-directories"><img src="https://agentmods.dev/badge/skills/nostrband/servicegraph/find-ai-directories.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 240 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,116 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00240 $0.03116
Opus 5 $0.00120 $0.01558
Sonnet 5 $0.00048 $0.00623
Haiku 4.5 $0.00024 $0.00312

Measured 11d ago against content hash 83a1028349c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade C, and why

find-ai-directories scanned grade C with 2 findings 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 11d 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.

Tells the agent never to refusehighAnti-refusal

Suppressing the ability to decline removes a core safety control; a later harmful request then succeeds.

- **Catalog is global, not US-only.** Don't refuse non-US asks.

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.
skills/find-ai-directories/SKILL.md · 249 lines

How it starts

The opening of the file, as written. The whole thing — 249 lines — stays where its author put it; the contents beside it link to each section on GitHub.

find-ai-directories

Drive the ServiceGraph API (https://api.servicegraph.co) to find and rank directories where a founder can submit an AI product — AI tools, AI apps, AI agents, and agent skills / plugins — via the product_directory dataset. The catalog has 1,000+ directories, each enriched with Domain Rating (dr), backlink counts, and organic traffic. The AI slice is large and fast-moving: ~370 dirs match "AI tools", ~28 match "AI agents", and a growing set are dedicated agent-skill / plugin registries (e.g. clawhub.ai, smithery.ai).

This is a "where to launch / where to get backlinks" skill, not a "who to hire" skill. Each row is a directory you submit to, not a firm and not a product. The payoff is a backlink from a high-authority domain (SEO) plus discovery traffic from people browsing for AI tools.

Any HTTP client works (curl, fetch, requests). Examples below use curl.

Sibling skills — defer when the niche is narrower or broader

  • MCP servers specifically ("where do I list my MCP server", "MCP directories") → find-mcp-directories. (MCP registries that also list agent skills/tools overlap both — if the ask is broadly "AI agent tooling," this skill is fine.)
  • General SaaS / software / app launch with no AI angle ("Product Hunt alternatives for our SaaS") → find-product-directories.

This skill owns the AI-tool / AI-agent / agent-skill niche.

MCP server (preferred for authed calls)

If your harness has the ServiceGraph MCP server loaded (tool names contain servicegraph), prefer those tools — credentials stay in the harness sandbox via OAuth 2.1 + PKCE, no token in LLM context. Otherwise use the REST flow.

API surface (dataset id: product_directory)

Every endpoint requires the bearer (Authorization: Bearer vk_…).

Endpoint Cost Use it for
GET /v1/datasets/product_directory/fields[?include_values=1&q=] free Filter-field catalog + DSL grammar. Call first per session.
GET /v1/datasets/product_directory/values/:field[?q=&limit=] free Enumerate values for one field.
GET /v1/datasets/product_directory/check?filter=… free Validate a filter.
POST /v1/datasets/product_directory/translate-intent free {intent} → DSL filter + sanity count.
GET /v1/datasets/product_directory/search?filter=…&limit=&offset= free Brief cards (incl. dr) + per-row unlock hint + total.
GET /v1/datasets/product_directory/:apex free Single row brief; gated fields only if unlocked.
POST /v1/datasets/product_directory/unlocks 10 credits / row {apexes:[...]} ≤100. Atomic; 30-day TTL; was_cached:true free.
GET /v1/me/credits free Balance.

Read the full file on GitHub · 249 lines

Changes

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.

  1. 11d ago First seen · 249 lines · 240 tokens per session scan C 83a1028349c7

Subscribe to this mod's changes

find-ai-directories is a skill published in the GitHub repository nostrband/ServiceGraph (62 stars, last pushed 3mo ago), licensed MIT. It adds 240 tokens to every session and 3,116 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it C with 2 findings (tells the agent never to refuse, 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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