/install servicegraph
servicegraph
The generic way to drive ServiceGraph — a platform of metrics-enriched
business datasets for founders: where to launch, who to email, who to hire.
Use this skill when the user explicitly reaches for ServiceGraph. For
intent-first asks that don't name the brand ("find me a CPA firm"), a specific
find-* skill is the better fit — defer to it.
There is no single global catalog, and this skill hardcodes nothing about the data. It discovers everything through the API at runtime, so it stays correct as datasets are added, renamed, or re-priced. Discover the datasets from the API, discover each dataset's schema and filters from the API, then search and unlock against it. Never assume a dataset id, a field name, or a price — ask the API.
Two ways to call
Both speak to the same backend; use whichever your harness has.
- MCP server (preferred when loaded) —
https://mcp.servicegraph.co, tool names containservicegraph. OAuth handles credentials in the harness sandbox; no token enters the model context. - REST —
https://api.servicegraph.co, any HTTP client, Bearer-auth with avk_…key. The universal fallback.
What the API does
Everything except unlocking is free — discover, inspect, validate, and browse as much as you like; only revealing detail costs credits.
| Capability | MCP tool | REST | Cost |
|---|---|---|---|
| Find what datasets exist (ids, sizes, prices) | list_datasets |
GET /v1/datasets |
free |
| Discover a dataset's schema + filter fields | describe_dataset, list_fields, list_field_values |
GET /v1/datasets/:id… |
free |
| Build & validate a filter (or draft one from plain English) | check_filter, translate_intent |
…/check, …/translate-intent |
free |
| Search → free brief rows (identity + headline metrics) | search_dataset |
…/search |
free |
| Read an already-unlocked row | get_row |
GET /v1/datasets/:id/:apex |
free |
| Unlock rows → reveal contacts + full metrics | unlock_rows |
POST …/unlocks |
spends credits |
| Check credit balance | get_credit_balance |
GET /v1/me/credits |
free |
The shape is always the same: discover datasets → discover the dataset's
schema → search free briefs → unlock the rows the user picks. Rows are keyed
by apex domain (stripe.com, not a full URL). Confirm field and value
names against the API before trusting a zero-result search — the filter parser
accepts invented values silently.
Auth (REST path)
Keys are vk_* tokens the user mints at
https://servicegraph.co/profile/api-keys (free credits on signup). The MCP
path needs none of this.
Keep the token out of the model context — never read .env/credential
files into context, and route authed calls through a shell wrapper so the key
flows from the environment into the Authorization header. On 401, ask the
user to set SERVICEGRAPH_API_KEY (env or .env.local) and retry; don't
accept the key pasted into chat.
Cost & confirmation
Only unlock_rows spends credits, at the per-row price the dataset reports —
read it, don't assume it. Unlocks are atomic (a 402 charges nothing) and
cached for the dataset's TTL (re-unlocking within it is free). Confirm the
cost with the user before unlocking a batch, and check get_credit_balance
first if it's large.
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install servicegraph - 安装完成后，直接呼叫该 Skill 的名称或使用
/servicegraph触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
Servicegraph 是什么？
The branded entry point to ServiceGraph — use whenever the user explicitly names **ServiceGraph** — "use ServiceGraph to…", "what datasets does ServiceGraph... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 52 次。
如何安装 Servicegraph？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install servicegraph」即可一键安装，无需额外配置。
Servicegraph 是免费的吗？
是的，Servicegraph 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Servicegraph 支持哪些平台？
Servicegraph 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Servicegraph？
由 nostrband（@nostrband）开发并维护，当前版本 v1.0.0。