
Autario Mcp
io.github.Autario由 GitHub 账号 Autario 发布v2.11.2更新于 Nov 3, 2026
Query 8,000+ verified open datasets (World Bank, Eurostat, FRED, SEC) with stats and charts.
概览
让助手检索数千个经过核验的公开数据集,查询与关联数据、运行统计分析,并在 Autario 上读取或发布图表和数据应用。
- 可以做什么
- 检索与查看目录:按关键词或主题查找数据集、浏览指标注册表、读取数据集元数据与表结构,并按筛选和聚合拉取数据行
- 关联与对比:获取单个实体在多个指标上的数据、跨国家对比同一指标,并对照原始来源核验某个数值
- 统计分析:描述统计、相关性、回归、百分比变化、滚动统计、派生序列、滞后分析、季节性分解和驱动因素排序
- 读取报告与应用:列出数据应用、加载已保存的成果,并获取服务端计算的受众、SEO、社交、AI 可见度和营销报告
- 发布与管理:创建图表和数据集、写入数据行、发布或取消发布应用,并上报数据质量问题
- 适用场景
- 当回答需要可溯源的宏观经济、市场或公司数据而非模型记忆时适用;也适合让助手把公开指标与自己接入的广告、店铺、分析、社交或 CRM 数据关联起来解释变化。也适合在 Autario 上构建并发布数据应用的团队。
- 运行要求
- 可通过 npx 以 stdio 在本地运行(需 Node.js),或使用托管 HTTP 端点。读取类工具可匿名使用;写入工具、连接器和私有数据需要 Autario 账户提供的 AUTARIO_API_KEY 与 AUTARIO_API_SECRET,以环境变量或 x-api-key、x-api-secret 请求头传入。需要访问 autario.com 的网络。
安装
在 SourceWeft 中
- 打开 控制台中的 Autario Mcp,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
autario-mcp
autario is data app infrastructure: your tools and thousands of public datasets in one normalized layer, with the data apps that run on top of it.
Connect your platforms, then let your assistant interpret the numbers. Connect your ad accounts, your shop, your web analytics, your social profiles, your CRM and your finance tools on autario once. Through this MCP server your assistant reads those tables, joins them and explains what moved: spend, revenue and ROAS per channel, the audience behind a traffic change, the posts that worked. The public catalogue (World Bank, FRED, Eurostat, OECD, WHO, IMF, SEC) sits next to your own data as context, so a sales dip can be read against inflation or market growth in the same answer.
- Brands and instances. Group connected accounts by brand, and pick which accounts (instances) a report reads, so an agency asks about one brand without another brand's numbers in the answer.
- Numbers the model does not make up. Report tools return what autario computes server-side from your own tables, and every public value cites its primary source, so the model explains figures instead of recomputing or guessing them.
- 57 tools, each marked read or write. The Access column in the Tool Reference below comes from each tool's own annotations, so a client can allow the read tools and ask before a write.
- Remote or local. Point any HTTP MCP client at
https://autario.com/mcpwith no install, or run it over stdio withnpx autario-mcp.
autario.com | Developer docs | Get an API Key
Why autario-mcp
- Your platforms, not just public data. Ads, shop, analytics, social, CRM and finance connectors land in tables your assistant can query, join and compare, and
marketing_report,social_360and the other report tools return the same numbers the app shows. - No hallucinated numbers. Every value is sourced from a known publisher and cited back to a primary URL. Use
verify_valueto double-check any claim. - Cross-dataset joins, no setup. Indicators across different datasets share
autario_time+autario_entityshadow columns, soget_entity_data(USA, [gdp, unemployment, life_expectancy])returns one wide table, joined automatically. - Statistical primitives built-in.
correlate,regression,find_drivers,lag_analysis,seasonality_decompositionand more, with effect sizes, p-values, and plain-language interpretations. - Charts that persist.
publish_chartwrites a Plotly spec to autario.com. The result is a permanent, embeddable URL likeautario.com/chart/{slug}| the LLM builds the spec, autario pulls real rows for it, no hallucinated data path. - LLM-agnostic. Works with Claude, GPT, Gemini, local models | anything that speaks MCP.
Quick Demo
Install the server, then ask your assistant questions like these. The model picks the right tools and answers with cited data.
Install
Claude Desktop, Cursor, Cline (stdio)
~/.config/claude/claude_desktop_config.json on Mac/Linux, %APPDATA%\Claude\claude_desktop_config.json on Windows.
Restart your client. The server reports tool count to stderr on launch.
Claude Web, OpenAI Custom GPTs, any HTTP MCP client
Point your client at the hosted endpoint. No install needed.
The hosted endpoint also supports MCP prompts: analyze-dataset, create-chart, compare-countries.
Enable write tools (publish charts, create datasets)
Add API credentials to the stdio config or send them as x-api-key / x-api-secret headers to the HTTP endpoint.
Get keys at autario.com/account.
Tool Reference
57 MCP tools, organized by function.
Discovery & Query
Search the catalog, inspect schemas, pull rows.
Cross-Dataset Joins (Ontology)
The differentiator. Join indicators across datasets via shared time + entity shadow columns. No manual relationship setup.
Statistical Analysis
Run analyses against verified data. Outputs include effect sizes, p-values, and plain-language interpretations.
Live Markets
Current quotes for public companies. Beats stale training-data answers.
Connectors (requires AUTARIO_API_KEY)
Hosted, auto-refreshing REST-API tables. The account owner sets a connector up in the Autario UI; agents list and refresh them (never handle credentials).
Charts on Demand
Browse datasets that want a chart and request one for a dataset.
Data Apps
Run an autario data-app and get a verifiable result + the live interactive chart (shareable URL + embeddable iframe). Navigate app-first: get_my_workspace (every app YOU use, one call) -> get_app_context (one app's data map incl. its KPI catalog, agent_surface) -> get_app_artifact (the exact saved view) ground the assistant in the same data the user sees. audience_360 returns the caller's own computed audience report, section-selective.
Build and Ship a Data App (requires AUTARIO_API_KEY)
Build an app that runs ON autario and publish it yourself, with no review queue and nobody to ask. The path is create_app -> update_app_manifest -> upload_app_bundle (or write_app_artifact) -> get_app_preview_url -> publish_app, and every response carries a next_step. Each tool is a thin wrapper over the same REST endpoint an outside developer calls directly, so an agent is exactly its owner and never more.
Write (requires AUTARIO_API_KEY)
Publish charts, create + populate datasets. Get keys at autario.com/account.
Admin
Curator-only; invisible to other callers.
autario.js: the data SDK inside every app
An app you ship with create_app or upload_app_bundle runs in a locked sandbox with no network. It reads data with autario.js, which autario inlines into every app it serves (a <script src="https://autario.com/autario.js"></script> tag is optional). Every call runs as the person looking at the app, with that person's role: the owner and the team members the owner invited (reader, editor, admin) see the datasets the app declares; a stranger sees public catalog data only. No key or token ever reaches the app.
Declare the user's own tables with create_app datasets: [ids]. Full reference: autario.com/developer/docs/autario-js.
Environment Variables
Data Sources
World Bank, FRED, Eurostat, OECD, IMF, ECB, WHO, US Census Bureau, plus user-contributed datasets. Every dataset record includes a source_url pointing back to the primary publisher. Live catalog: autario.com/data.
Development
This package is part of the autario monorepo. Tool definitions live in tools.js (single source of truth, shared with the HTTP transport in remote.js). The Tool Reference section above is auto-generated.
Links
- autario.com | datasets, charts, ontology
- Documentation | API + MCP reference
- Agent Guide | machine-readable description of every tool and endpoint
- Issues | bug reports + feature requests
License
MIT.
来源:README.md,提交 ab44208
工具
0版本历史
1- v2.11.2最新Sep 16, 2026
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