Servicegraph
概览
作者提供的说明(英文原文)
Datasets for founders: directories, newsletters, and agencies, with metrics attached.
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 数据库与数据集
安装
选择你使用的 AI 应用,然后复制设置。
通过 3/4 项检查 · 你的提问会经过开发者的服务器(mcp.servicegraph.co)
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude · 约 2 分钟
不需要密钥,不用安装程序 · 在 claude.ai 或桌面应用设置一次,即可在聊天中使用 · 免费账户可添加 1 个
打开 Claude 的 Connectors 页面
CustomizeConnectors
点击“+ Add” → “Add custom connector”,填写这 2 项
把这里的内容复制到 Claude 中同名的输入框,然后点击 Continue
Name · 名称ServicegraphRemote MCP server URL · 地址https://mcp.servicegraph.coAuthentication 保持 Claude 检测到的设置,然后点击 Add
在聊天中开启
+ConnectorsServicegraph
试一试
用 Servicegraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 Servicegraph,或回答中出现 Servicegraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
仅企业版 ChatGPT 可连接
适用于网页版 ChatGPT Business、Enterprise 或 Edu,需由工作区管理员或所有者添加 · 使用 Free、Plus 或 Pro:你的 ChatGPT 方案暂时无法自行连接 MCP
在网页版 ChatGPT 打开添加 MCP 的页面
Plugins+Add custom MCP server
填写名称和地址
输入名称,在 Connection 下粘贴地址,勾选风险提示,然后点击 Create as a plugin
Name · 名称ServicegraphConnection · 地址https://mcp.servicegraph.co在聊天中选择 Servicegraph
开启新聊天,输入前先从插件列表中选择 Servicegraph
试一试
用 Servicegraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 ChatGPT 说正在使用 Servicegraph,或回答中出现 Servicegraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 OpenAI 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Claude Code · 约 2 分钟
不需要密钥,不用安装程序
打开终端
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
粘贴这条命令并按 Enter
claude mcp add --transport http servicegraph https://mcp.servicegraph.co在 Claude Code 中输入 /mcp
应能看到 Servicegraph 在列表中并显示已连接
试一试
用 Servicegraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 Servicegraph,或回答中出现 Servicegraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor · 约 2 分钟
不需要密钥,不用安装程序
在 Cursor 中以 Agent 模式打开 AI 聊天
试一试
用 Servicegraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 Servicegraph,或回答中出现 Servicegraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code · 约 2 分钟
不需要密钥,不用安装程序
在 VS Code 中以 Agent 模式打开 AI 聊天
试一试
用 Servicegraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 Servicegraph,或回答中出现 Servicegraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
其他支持 MCP 的应用(如 Windsurf、Zed、Gemini CLI)添加方式各不相同,请在应用列表中查看
通过网页连接的应用使用的地址
https://mcp.servicegraph.coJSON 设置在下方“开发者专用”中
开发者专用:终端命令和 JSON 设置
通过网页连接
Claude Code
claude mcp add --transport http servicegraph https://mcp.servicegraph.coCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"servicegraph": {
"url": "https://mcp.servicegraph.co"
}
}
}VS Code (mcp.json)
{
"servers": {
"servicegraph": {
"type": "http",
"url": "https://mcp.servicegraph.co"
}
}
}这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
一览
哪些应用可以使用它
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
通过互联网连接,适用于
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
它能做什么
我们上次检查时服务器没有响应,所以无法读取它的工具。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 mcp.servicegraph.co 验证(注册中心会核实域名所有权)
- ✓ 通过
仍在维护
代码最后更新于5个月前
- ✓ 通过
有许可证
使用 MIT
- ✕ 未通过
端点有响应
我们检查时,6 秒内没有响应
- – 不适用
使用 OAuth 登录
我们检查时,6 秒内没有响应
- … 尚未检查
工具描述中没有隐藏指令
尚未检查;我们会在检查端点时读取工具列表
讨论
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
用户评价
还没有评价
与“数据库与数据集”中的其他服务器比较i
- 星标数多于此分类中其他 1163 个服务器的 97%
- 发布到注册中心的时间比此分类中其他 1163 个服务器的 12% 更新
- 基础检查结果等于或优于此分类中其他 1163 个服务器的 48%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
Servicegraph 安全吗?
它在 4 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于5个月前,最新版本(0.1.1)于6个月前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,因此也能用于支持远程 MCP 的应用,例如 ChatGPT Business 及以上方案。
有什么可以替代它?
同一分类中有:Dbx, MCP Toolbox for Databases, MCP Toolbox for Databases
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Toolbox for Databases
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases
MCP Toolbox for Databases enables your agent to connect to your database.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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:
| Dataset | Size | Enriched with |
|---|---|---|
| Agencies (US professional-services firms) | 110k+ | services · size · location · ratings |
| Business directories | 3,500+ | industry · domain rating · traffic |
| Product directories | 850+ | submission policy · domain rating · traffic |
| Newsletters | 50k+ | subscribers · topics · post cadence |
| _subreddits, influencers_ | _coming 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
npx skills add nostrband/servicegraph --skill find-service-providers
Install all skills
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