Servicegraph

co.servicegraph.mcp由 mcp.servicegraph.co 发布官方发布者v0.1.1更新于 Oct 24, 2026

Datasets for founders: directories, newsletters, and agencies, with metrics attached.

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析商业与电商

概览

AI 生成的概览

一个托管型 MCP 服务器，让助手检索并排序 ServiceGraph 的商业数据集（代理机构、目录、通讯），并可解锁联系方式

可以做什么
发现可用数据集及其字段结构和筛选字段，并用统一的筛选查询语法检索，简要结果和筛选免费。按行业、服务、地点、规模和评分查找并筛选美国专业服务公司，涵盖营销、SEO、设计、软件、AI、法律、会计、咨询、工程、招聘、公关和网络安全等。按域名评级和流量查找并排序产品目录、MCP 服务器注册表和 AI 工具目录，并附提交说明。为选定行消耗积分解锁完整联系信息（网址、电话、邮箱、社交账号、地址）。
适用场景
适合需要结构化、带指标数据的美国代理机构或公司名单来做筛选或评估时，也适合决定软件产品、MCP 服务器或 AI 工具应在哪些目录发布以获取外链时。适合以筛选和排序替代模糊网页搜索的创始人式调研。
运行要求
远程 Streamable HTTP 端点，无需本地安装。使用 OAuth 2.1（PKCE 与动态客户端注册），首次使用时客户端会打开浏览器标签页，在 servicegraph.co 登录后返回。需要网络访问。README 另述了用于单独安装技能的 API 密钥方式（SERVICEGRAPH_API_KEY）。
安装前请注意
解锁某行的完整联系详情需消耗 10 积分（约 0.10 美元）；注册赠送 2,000 免费积分，充值需付费。返回的是第三方企业联系信息，请按适用规定处理。解锁有效期为 30 天。README 称技能不会把 API 密钥值读入模型上下文。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Servicegraph，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/co.servicegraph.mcp%2Fservicegraph/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "servicegraph": {
      "type": "http",
      "url": "https://mcp.servicegraph.co/"
    }
  }
}

README

[ServiceGraph]

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:

[ServiceGraph datasets — product directories, business directories, newsletters, agencies, with subreddits and influencers coming soon]

DatasetSizeEnriched with
Agencies (US professional-services firms)110k+services · size · location · ratings
Business directories3,500+industry · domain rating · traffic
Product directories850+submission policy · domain rating · traffic
Newsletters50k+subscribers · topics · post cadence
subreddits, influencerscoming 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

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

Install all skills

bash
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.

Use when:

  • "Find me three boutique IP law firms in California"
  • "Build a longlist of 50 mid-size US management consultancies"
  • "Here are 12 agency domains — pull contact info and confirm which are US-based"
  • The user's intent doesn't fit a more specific skill below
find-marketing-agency

Find US marketing agencies — branding, content marketing, PPC/paid media, social, email, performance/demand-gen, video production, full-service digital. Auto-pins industry:marketing_agency so the agent doesn't have to.

Use when:

  • "Shortlist three B2B branding agencies in California"
  • "Find a PPC shop with ecommerce experience"
  • "We need a content marketing partner for a SaaS launch"
find-seo-agency

Find US SEO agencies — technical, on-page/off-page, link-building, content-led, local, ecommerce, B2B SEO, audits. Auto-pins industry:marketing_agency service_provided:seo.

Use when:

  • "Find me an SEO agency in Texas"
  • "Shortlist three technical SEO consultancies for SaaS"
  • Indirect phrasings: "organic traffic is flat", "improve our Google rankings"
find-design-agency

Find US design and creative agencies — graphic design, UX/UI, product design, brand identity, packaging, illustration, motion design, creative direction. Auto-pins industry:design_creative. Defers to find-marketing-agency for marketing-led engagements where design is one of several services, and to find-web-developer when the deliverable is a built website rather than design assets.

Use when:

  • "Find me a UX/UI design agency for our SaaS product"
  • "Shortlist three brand-identity studios in NY for our rebrand"
  • "Packaging design firm for a CPG launch"
find-software-developer

Find US software development firms — custom software, web/mobile development, backend/API, DevOps/cloud consulting, system integration, hosting. Auto-pins industry:it_services. Defers to find-web-developer for strictly website/landing-page projects, and to find-ai-consultancy for AI/ML modeling and data-engineering work.

Use when:

  • "Find me a software dev shop in Austin"
  • "Shortlist three custom-software firms with healthcare experience"
  • "We need a mobile app developer for our iOS launch"
find-web-developer

Find US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify, headless CMS, microsites, and web frontend work. Auto-pins industry:it_services service_provided:web-development. Defers to find-software-developer for backend/API/mobile work, and to find-marketing-agency when scope spans broader marketing.

Use when:

  • "Find a web developer for our marketing landing page"
  • "Shortlist three Webflow agencies in California"
  • "Rebuild our ecommerce site on Shopify with custom theme work"
find-ai-consultancy

Find US AI/ML and data consulting firms — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots, agents), computer vision, NLP, recommendation systems, data engineering, BI/analytics. Auto-pins industry:data_ai_consulting. Defers to find-software-developer for general app/backend work where AI is just a feature.

Use when:

  • "Find an AI/ML consulting firm to build our recommendation engine"
  • "Three RAG/LLM consultancies for an enterprise chatbot project"
  • Indirect: "we want to use AI to predict customer churn — who can help?"
find-law-firm

Find US B2B law firms — corporate, IP/patent, M&A and securities, employment, commercial litigation, regulatory/compliance, data privacy/ cyber, real estate, tax. Auto-pins industry:legal. The catalog is B2B-only — consumer-personal matters (divorce, personal injury, criminal defense, estate planning, family law, wills) are explicitly out of scope.

Use when:

  • "Find three boutique IP law firms in California for patent prosecution"
  • "Shortlist M&A counsel for a Series-B fundraise"
  • Indirect: "outside counsel for GDPR / SOC 2 oversight"
find-cpa-firm

Find US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A valuations, R&D tax credits, IPO readiness, sales-and-use tax. Auto-pins industry:accounting_tax. B2B-only — personal tax prep (1040, individual estate, retirement planning) is out of scope.

Use when:

  • "Find me a CPA firm for our Delaware C-corp Series A audit"
  • "Shortlist three audit firms with SaaS experience"
  • Indirect: "our books are a mess and we need someone to clean them up before the audit"
find-management-consultant

Find US management consultancies — strategy, operations, executive coaching, leadership development, org-development/change management, PMO/program management, sales/revenue ops. Auto-pins industry:management_consulting and uses the service_provided sub-tags (strategy-consulting, operations-consulting, etc.).

Use when:

  • "Find me three top strategy consultancies in California for a Series-B SaaS"
  • "We need an executive coach for our new CEO"
  • Indirect: "change-management partners for a post-merger integration"
find-engineering-firm

Find US real-world engineering firms — civil, structural, MEP, mechanical, electrical, geotechnical, transportation, environmental, manufacturing. Auto-pins industry:engineering_services. NOT for software engineering — defers software-dev / "engineering team" / SaaS-architecture asks to find-software-developer. Skips residential or consumer architecture asks.

Use when:

  • "Find civil engineering firms in Florida for transportation infrastructure"
  • "Shortlist three structural engineering firms with high-rise experience"
  • Indirect: "we're building a 10-story office and need a structural engineer to stamp the drawings"
find-recruiting-firm

Find US recruiting and staffing firms — executive search/retained search, RPO, tech/sales/healthcare recruiting, contingent/contract staffing, temp staffing. Auto-pins industry:hr_recruiting_staffing. Procures an external recruiting firm — does NOT fire on recruiting-an-employee asks ("hire a recruiter for our team", "where should I post the job"), candidate-side asks, or in-house recruiter hires.

Use when:

  • "Find me an executive search firm for a CFO search"
  • "We need RPO support for a 50-engineer hiring push"
  • Indirect: "we're scaling fast and need help hiring at scale"
find-pr-agency

Find US public-relations and communications agencies — media relations, crisis comms, investor relations (IR), product-launch PR, tech/startup PR, healthcare PR, B2B PR, public affairs, brand reputation, internal communications. Pins service_provided:public-relations. Defers to find-marketing-agency when scope spans broader marketing beyond PR/comms.

Use when:

  • "Find me a tech PR agency in NY for our Series-B announcement"
  • "Three IR firms for our upcoming IPO roadshow"
  • Indirect: "we need press — get us into TechCrunch, WSJ, the trade press"
find-cybersecurity-firm

Find US cybersecurity firms — pen-testing/red team, security audits, vCISO, SOC 2 readiness, incident response, managed SOC, IAM, cloud security, AppSec. Pins service_provided:cybersecurity. B2B-only — consumer-personal cybersecurity ("my Gmail got hacked", "secure my home wifi") is out of scope.

Use when:

  • "Find me a pen-testing firm for our SOC 2 audit"
  • "We need an incident response retainer"
  • Indirect: "we got hit with ransomware last week — we need help fast"

Product directories dataset

Each row is a directory you submit to — not a firm and not a product. These skills answer where to launch a software product and earn backlinks: they rank listing sites by Domain Rating (free in every result, so you shortlist for zero credits) and unlock the submission note (how to submit, and whether the listing grants a backlink) plus organic traffic with credits. Global catalog, not US-only.

find-product-directories — the umbrella

Find and rank directories to submit a SaaS, software product, app, or startup to — SaaS review sites, launch platforms (Product Hunt and its alternatives), and general software directories. Defers to find-mcp-directories and find-ai-directories for those niches.

Use when:

  • "Where can I submit my B2B SaaS to get backlinks and launch-day traffic?"
  • "Give me a list of Product Hunt alternatives to launch our app on"
  • "Here are 10 software directory domains — pull submission details and rank by DR"
find-mcp-directories

Find and rank MCP-server registries (Model Context Protocol) — where to publish a server so agent builders discover it, ranked by domain authority.

Use when:

  • "Where do I list my MCP server?"
  • "Best MCP directories and registries to submit our server to for backlinks"
  • Indirect: "we just built an MCP server — where do we publish it?"
find-ai-directories

Find and rank directories for AI tools, AI agents, and agent skills / plugins — where to list an AI product for backlinks and discovery. Defers to find-mcp-directories when the artifact is specifically an MCP server.

Use when:

  • "Where can I list my AI tool to get backlinks and discovery?"
  • "Directories to submit my AI agent / where do I publish our agent skill?"
  • "Rank the top AI tool directories by domain rating for our SEO push"

Prefer MCP? Use the hosted server.

If your harness speaks the Model Context Protocol, skip the skill install and point it at the hosted MCP server:

https://mcp.servicegraph.co
  • Transport: Streamable HTTP
  • Auth: OAuth 2.1 + PKCE with Dynamic Client Registration — your harness opens a browser tab on first use; you sign in on servicegraph.co and are bounced back. No client ID or secret to copy around, no API key to paste.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, then paste:

https://mcp.servicegraph.co

The OAuth handshake runs in your browser on first use.

Codex CLI

~/.codex/config.toml:

toml
[mcp_servers.servicegraph]url = "https://mcp.servicegraph.co"

Cursor and other JSON-config clients

.cursor/mcp.json (or the equivalent for your harness):

json
{  "mcpServers": {    "servicegraph": {      "url": "https://mcp.servicegraph.co"    }  }}

Usage

Skills are automatically available once installed. The agent will pick the right one when it detects a relevant task.

Examples:

Find me three boutique IP law firms in California that handle patentprosecution for hardware startups.
Need a shortlist of mid-size SEO agencies in NY or NJ with a strong B2BSaaS portfolio.
We're hiring a CPA firm for a Delaware C-corp Series A audit.Recommend 5 options under 50 people.
Here are 12 marketing agency domains I scraped — pull contact info andconfirm which are in the US.

How it works — browse free, unlock with credits

Every dataset lives behind the same per-dataset URL shape and the same filter DSL. For the agencies dataset the id is pro_services:

GET  /v1/datasets/pro_services/fields    →  field catalog + DSL grammar · freeGET  /v1/datasets/pro_services/check     →  validate a filter · freeGET  /v1/datasets/pro_services/search    →  brief firm cards · freeGET  /v1/datasets/pro_services/{apex}    →  one row (brief; detail if unlocked) · freePOST /v1/datasets/pro_services/unlocks   →  full contact bundle · 10 credits/row

Discovery, filtering, and brief cards are free — you only spend credits to unlock a row's full contact detail (URL, phone, email, social, address). An unlock lasts 30 days and re-fetching within that window is free.

  • 2,000 free credits on signup, no card.
  • 10 credits per row (~$0.10). Top-ups: $10 / 1,000 credits, $80 / 10,000 (20% off). Credits never expire.

Filter DSL

One query parameter, GitHub-search-style. AND binds tighter than OR; -x / NOT x for negation; tag@evidence for the service_provided field. Any bareword is a free-text keyword search across firm name, brand, title, meta description, and legal name.

industry:legal state:CA,NY -company_size_signal:soloindustry:management_consulting service_provided:strategy-consulting@highdental industry:marketing_agencyrating>=4 review_count_total>=20 has:clutch(web3 OR blockchain) state:CA

The field catalog (kinds, operators, allowed values) is discoverable at runtime via /v1/datasets/pro_services/fields.

Why structured beats search

  • Filter, don't grep. Industry, services, location, size, rating, domain authority, traffic, third-party listings — all queryable as a single filter string, not a wall of fuzzy web results.
  • Metrics built in. Every row carries the signals you'd otherwise scrape by hand — agency ratings, directory DR/traffic, newsletter subscriber counts — so an agent can rank, not just list.
  • Cheaper than scraping. Browse and filter for free; pay only for the contact rows you actually want, ~$0.10 each, 30-day access, credits never expire. Beats Google, ChatGPT guesses, and stale Notion/Twitter lists.

Skill structure

Each skill follows the Agent Skills Open Standard:

  • SKILL.md — required manifest with frontmatter (name, description, metadata)

The skills in this repo are single-file. No bundled scripts or references yet — the API is small enough that the agent does fine with prose + copy-pasteable curl examples.

Links

Community

See also

License

MIT

Contact

[email protected]

来源：README.md，提交 1ec908c

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v0.1.1最新Sep 16, 2026

评分

已满足适用检查项的 85%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分