ClinicMarketIQ Public Data

io.github.evgeniy-yudin由 GitHub 账号 evgeniy-yudin 发布v0.1.0更新于 Oct 27, 2026

Read-only U.S. healthcare dataset metadata, schemas, immutable downloads, and checksums.

已验证Streamable HTTP可网页运行文件与存储数据与分析

概览

AI 生成的概览

只读的远程 MCP 服务器，用于发现 ClinicMarketIQ 公开的美国医疗数据集：目录搜索、元数据、模式、下载链接与校验和核对。

可以做什么
  • 按 ID、slug、名称或发布者列出并搜索公开数据集系列
  • 获取数据集的规范机器索引，含来源信息与不可变清单指针
  • 从数据集的不可变清单中读取声明的 JSON 模式
  • 返回直接下载链接、大小、格式与声明的 SHA-256 值
  • 将调用方提供的 SHA-256 摘要与声明值进行比对
适用场景
当助手需要查找、查看或核验 ClinicMarketIQ 公开的美国医疗数据集发布版本（例如确认模式或校验文件摘要）时适用。
运行要求
需要一个远程 Streamable HTTP 端点；未声明认证、API 密钥或环境变量。服务器本身无需本地运行时；README 中的 Node.js 要求仅适用于在本地运行该 Worker。
安装前请注意
所有工具均为只读，服务器不代理数据集字节，文件需直接从 ClinicMarketIQ 下载。该端点无认证且无状态，限流依赖 Cloudflare 规则。元数据仅为发现用途，不构成临床建议，也不代表可复用第三方数据。

安装

在 SourceWeft 中

  1. 打开 控制台中的 ClinicMarketIQ Public Data，将其添加到工作区。
  2. 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/io.github.evgeniy-yudin%2Fclinicmarketiq-public-data/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。

{
  "mcpServers": {
    "clinicmarketiq-public-data": {
      "type": "http",
      "url": "https://clinicmarketiq-public-mcp.rotgar-fizkl.workers.dev/mcp"
    }
  }
}

README

ClinicMarketIQ public MCP Worker

Minimal stateless, read-only remote MCP server for discovery of ClinicMarketIQ public datasets. It exposes Streamable HTTP at /mcp and a process-only health response at /healthz.

This directory is intentionally self-contained. The reviewed build is deployed at https://clinicmarketiq-public-mcp.rotgar-fizkl.workers.dev/mcp; the canonical setup page is https://clinicmarketiq.com/mcp/. External MCP Registry publication is tracked by server.json.

Tools

ToolPurpose
list_datasetsPage through compact public catalog summaries.
search_datasetsSearch dataset ID, slug, name, and publisher.
get_dataset_metadataFetch a dataset's canonical public machine index.
get_schemaFollow the immutable manifest and return its declared JSON schema(s).
get_download_urlReturn direct immutable artifact URLs, sizes, formats, and SHA-256 values; never proxy file bytes.
verify_checksumCompare a caller-provided SHA-256 value with the digest declared in canonical metadata. It does not re-download and hash large artifacts.

The Worker proxies small canonical JSON documents from https://clinicmarketiq.com rather than copying release metadata into the server bundle. Every derived URL is restricted to that exact origin and an allowlisted public path. Dataset bytes are never fetched by the MCP server.

Local verification

Requires Node.js 22.18+ or 24.11+ (odd-numbered Node releases are not supported by the pinned Vitest toolchain).

sh
npm installnpm run typesnpm run checknpm testnpm run dry-run

Start locally with npm run dev, then connect an MCP client or the MCP Inspector to http://localhost:8787/mcp. npm run dry-run bundles and validates the Worker but does not deploy it.

Security and operational boundaries

  • All six tools are annotated read-only, non-destructive, and idempotent.
  • The server uses Cloudflare's stateless createMcpHandler; there is no Durable Object, KV, D1, session store, or write-capable binding.
  • Upstream fetches use a fixed origin, reject redirects, require JSON, have an 8-second timeout, and stream into bounded buffers. Catalog, index, manifest, and schema documents have separate size ceilings.
  • Catalog routes, release IDs, dataset IDs, slugs, manifest URLs, schema names, download URLs, encodings, and SHA-256 values are validated before being returned or followed.
  • MCP request bodies are streamed into a bounded 64 KiB buffer and rejected above that limit, including chunked requests without Content-Length. A matching Cloudflare WAF body-size rule should reject abuse before Worker CPU is consumed.
  • Browser Origin and endpoint Host validation are provided by the MCP handler. Before adding a custom domain, configure exact allowedHostnames, allowedOriginHostnames, and CORS origins; do not use wildcard origin bypasses for the public unauthenticated route.
  • No authentication is required because every exposed action reads already-public metadata. If tools later expose non-public data or costly computation, add OAuth/Cloudflare Access and per-tool authorization before release.
  • No request bodies, dataset queries, artifact URLs, or auth tokens are logged. Structured error logs contain only method, path, and a bounded error message.

Rate limiting

This Worker is stateless, so it does not pretend to enforce a reliable per-client counter in isolate memory. Before external registration, attach a Cloudflare rate-limiting rule to the exact /mcp route (for example, by verified client identity when OAuth exists, otherwise IP plus a conservative burst/window), and add a WAF rule for malformed or oversized requests. Monitor 429 rate, upstream error rate, CPU time, and subrequest volume before increasing limits.

The public metadata origin should also retain its own cache and abuse controls. Do not turn get_download_url into a byte proxy: clients should download immutable artifacts directly from ClinicMarketIQ so CDN controls and checksums remain authoritative.

Deployment and registration gate

Before changing, redeploying, or registering a new version of this server externally:

  1. Re-run npm run types, npm run check, npm test, and npm run dry-run from a clean checkout.
  2. Confirm the current https://clinicmarketiq.com/catalog.json and at least one dataset machine index, immutable manifest, schema, and download URL return the expected content types and release ID.
  3. Choose the final Worker/custom-domain hostname and configure exact MCP Host/Origin policy.
  4. Add route-level WAF and rate-limiting rules, then test 413/429 behavior.
  5. Perform an independent YMYL/privacy/rights review. This server is discovery infrastructure and must not imply that metadata is clinical advice, all-payer coverage, or permission to reuse third-party data.
  6. Deploy to a non-production environment, validate with the MCP Inspector, and only then decide whether to register the endpoint with external clients.

References

来源：mcp/README.md，提交 4180e84

工具

6

list_datasets

List ClinicMarketIQ datasets

List public ClinicMarketIQ dataset families from the canonical catalog. Returns metadata summaries, not observation rows.

输入参数limitoffset

search_datasets

Search ClinicMarketIQ datasets

Search public dataset family IDs, names, slugs, and publishers in the canonical ClinicMarketIQ catalog.

输入参数limitquery必填

get_dataset_metadata

Get dataset metadata

Fetch the canonical public machine index for one ClinicMarketIQ dataset family, including provenance-facing download metadata and immutable manifest pointer.

输入参数dataset必填

get_schema

Get dataset schema

Fetch schema JSON declared by a dataset's immutable public manifest. If schema_name is omitted, returns all declared schemas (currently capped at 10).

输入参数dataset必填schema_name

get_download_url

Get immutable download URL

Return canonical direct download URLs and declared SHA-256 values for a public dataset. This tool never proxies the dataset bytes.

输入参数groupformatdataset必填

verify_checksum

Verify a declared checksum

Compare a caller-provided SHA-256 digest with the canonical digest declared in the public dataset machine index. This bounded check does not download or re-hash large artifact bytes.

输入参数sha256必填dataset必填filename必填

版本历史

1
  1. v0.1.0最新Sep 16, 2026

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