Find Product Directories

What it does

When your agent uses it

• The user wants to find
• Shortlist directories
• Launch platforms where they can submit a software product
• Startup — to get backlinks

Example prompts

• “where can I submit my SaaS for launch”
• “list of Product Hunt alternatives”
• “directories to get backlinks for our app”
• “/find-product-directories”

Requirements

• A credential in SERVICEGRAPH_API_KEY
• Compatibility (from SKILL.md): Designed for Claude Code
• Pre-approved tools (allowed-tools): Bash(curl:*), mcp__servicegraph__list_fields, mcp__servicegraph__list_field_values, mcp__servicegraph__check_filter, mcp__servicegraph__translate_intent, mcp__servicegraph__search_dataset, mcp__servicegraph__get_row, mcp__servicegraph__unlock_rows, mcp__servicegraph__get_credit_balance

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

1. 1Pick the call path — the ServiceGraph MCP tools if loaded, otherwise the
2. 2GET /v1/datasets/product_directory/fields?include_values=1 — confirm the
3. 3Build the filter (Filter DSL below) and validate it with
4. 4GET /v1/datasets/product_directory/search — present the free brief cards and
5. 5Quote the unlock cost (10 credits per row, 30-day TTL) and get an explicit
6. 6POST /v1/datasets/product_directory/unlocks with the chosen apexes; report the
7. 7GET /v1/me/credits to report the remaining balance when asked.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash(curl:*)
  • mcp__servicegraph__list_fields
  • mcp__servicegraph__list_field_values
  • mcp__servicegraph__check_filter
  • mcp__servicegraph__translate_intent
  • mcp__servicegraph__search_dataset
  • mcp__servicegraph__get_row
  • mcp__servicegraph__unlock_rows
  • mcp__servicegraph__get_credit_balance

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Shell commands in SKILL.md call:

  • curl

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Hosts in commands or code, which the agent is likely to contact:

  • api.servicegraph.co
  • mcp.servicegraph.co

  Also links to:

  • servicegraph.co
  • github.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • SERVICEGRAPH_API_KEY

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

• Compatibility

  Designed for Claude Code

  From compatibility in the SKILL.md frontmatter.

Context cost

Find Product Directories loads about 4.4k tokens when it runs. Until then it costs about 262 tokens; SKILL.md has 1,743 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~262

When it runs · the whole SKILL.md, loaded when a task matches

~4.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NoteMentions a .env fileSKILL.md:67

  ICEGRAPH_API_KEY` in the environment or `.env.local` for the REST

• NoteMentions a .env fileSKILL.md:125

  n out of the LLM context** — never read `.env*` into your

• NoteMentions a .env fileSKILL.md:128

  ** through a shell wrapper that sources `.env.local`:

• NoteMentions a .env fileSKILL.md:131

  ( set -a; [ -f .env.local ] && . ./.env.local; set +a;

• NoteMentions a .env fileSKILL.md:140

  > `SERVICEGRAPH_API_KEY=vk_…` to `.env.local` here (or export it in your

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 1,743 words, ~4,415 tokens.

name

find-product-directories

description

Use whenever the user wants to find, rank, or shortlist directories, listing sites, or launch platforms where they can submit a software product, SaaS, app, tool, or startup — to get backlinks, referral traffic, and launch-day reach. Triggers on "where can I submit my SaaS for launch", "list of Product Hunt alternatives", "directories to get backlinks for our app", "where should I list my startup", or "pull submission details for these 8 directory domains", even when described indirectly. Drives the ServiceGraph API (api.servicegraph.co) — a catalog of 1,000+ product directories enriched with Domain Rating, backlinks, and organic traffic. Defer to find-mcp-directories for MCP-server listings and find-ai-directories for AI-tool / AI-agent / agent-skill listings. Skip finding a firm/agency to hire (use the find-* agency skills), finding products *inside* a directory ("recommend the best CRM"), building a directory site (do-the-work), local/business directories for brick-and-mortar, and link-building *services*.

allowed-tools

Bash(curl:*), mcp__servicegraph__list_fields, mcp__servicegraph__list_field_values, mcp__servicegraph__check_filter, mcp__servicegraph__translate_intent, mcp__servicegraph__search_dataset, mcp__servicegraph__get_row, mcp__servicegraph__unlock_rows, mcp__servicegraph__get_credit_balance

compatibility

Designed for Claude Code

version

0.1.0

author

Artur Briugeman <artur@nostr.band>

license

MIT

tags

product-directories, backlinks, product-launch, saas, servicegraph

metadata.api_base

https://api.servicegraph.co

metadata.dataset_id

product_directory

metadata.niche

product_saas_launch

filter   := orExpr
orExpr   := andExpr ("OR" andExpr)*
andExpr  := notExpr (("AND")? notExpr)*    # whitespace = implicit AND
notExpr  := ("NOT" | "-") notExpr | atom
atom     := "(" filter ")" | predicate
predicate:= IDENT op valueOrList | bareword
op       := ":" | "=" | ">=" | "<=" | ">" | "<"

GET /v1/datasets/product_directory/search?filter=launch&limit=15
# → cards sorted by dr desc; producthunt.com, uneed.best, peerpush.net, tinylaunch.com, …

GET /v1/datasets/product_directory/search?filter=launch+dr>=60&limit=15

GET /v1/datasets/product_directory/search?filter=saas+dr>=60&limit=20
# → saashub.com, saasworthy.com, financesonline.com, capterra.com (via 'saas' niche), …

GET /v1/datasets/product_directory/search?filter=software+dr>=60&limit=20

GET /v1/datasets/product_directory/search?filter=saas+organic_traffic>=50000&limit=15
# → small set of high-traffic dirs. Unlock the user's picks to reveal traffic + how to submit.

GET /v1/datasets/product_directory/search?filter=fintech&limit=15
GET /v1/datasets/product_directory/search?filter=design+dr>=50&limit=15

POST /v1/datasets/product_directory/translate-intent
  { "intent": "directories to list a developer tool for backlinks and traffic" }
# → {filter, normalized, count}. Sanity-check the count, then search.

# Present briefs ranked by dr (free). "Unlocking 6 = 60 credits, 30-day TTL —
# this reveals each one's submission note (how to submit, backlink yes/no) and traffic."
POST /v1/datasets/product_directory/unlocks
  { "apexes": ["producthunt.com", "saashub.com", "uneed.best", "..."] }
# → editor_note + organic_traffic + total_visits for each.

# 1. Discover (once per session)
GET /v1/datasets/product_directory/fields?include_values=1

# 2. Validate + scope (free)
GET /v1/datasets/product_directory/check?filter=saas+dr>=60

# 3. Search briefs (free) — already sorted by dr desc
GET /v1/datasets/product_directory/search?filter=saas+dr>=60&limit=20
# → present ranked by dr; note which look like launch platforms vs review sites

# 4. User picks 5. "Unlocking 5 = 50 credits, 30-day TTL — reveals each one's
#    submission note (how to submit + backlink yes/no) and traffic."

# 5. Atomic unlock (charges 50 credits)
POST /v1/datasets/product_directory/unlocks
  { "apexes": ["saashub.com", "saasworthy.com", "producthunt.com", "uneed.best", "financesonline.com"] }

# 6. Surface each editor_note verbatim + traffic so the user can prioritize.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugins/mcp/servicegraph/skills/find-product-directories of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287