KeepMD EOB Decoder

org.keepmd由 keepmd.org 发布官方发布者v0.1.0更新于 Nov 4, 2026

Explains codes, insurance terms and math on a medical Explanation of Benefits or bill. Read-only.

已验证Streamable HTTP可网页运行金融知识与记忆

概览

AI 生成的概览

只读参考服务，让助手解读医疗福利说明（EOB）上的代码、保险术语和账单金额计算。

可以做什么
  • 查询 ICD-10-CM、HCPCS Level II 及修饰符的官方描述，并确认代码当前是否有效、可计费
  • 按日常说法或代码前缀搜索诊断码与服务码
  • 解释保险与账单术语，如允许金额、共保比例、No Surprises Act
  • 根据账单上打印的金额重算单行或整笔理赔，标出余额计费或总额不符
  • 返回阅读 EOB、对账单提出异议或对拒付提出申诉的分步指南
适用场景
当用户粘贴或描述 EOB、Medicare 汇总通知或逐项账单，想了解代码含义、保险用语、金额是否对得上或下一步该怎么做时适用。
运行要求
远程 Streamable HTTP 端点，无需身份验证，也没有账户；未声明环境变量或请求头。也可从源码仓库用 Node.js 本地运行，并需执行数据刷新步骤。
安装前请注意
只读且无状态，工具只接受代码、术语和金额，因此不应发送姓名、日期、会员号或理赔号。输出仅为一般账单与编码参考，不构成医疗、法律或财务建议。CPT、CDT 与 CARC/RARC 描述受许可限制未包含，这些代码只能被识别而无法解释。

安装

在 SourceWeft 中

  1. 打开 控制台中的 KeepMD EOB Decoder，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/org.keepmd%2Feob-decoder/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": {
    "keepmd-eob-decoder": {
      "type": "http",
      "url": "https://mcp.keepmd.org/eob"
    }
  }
}

README

KeepMD EOB Decoder — MCP server

A read-only Model Context Protocol server that helps an AI assistant read a medical Explanation of Benefits (EOB), Medicare Summary Notice or itemized bill. It is the same job the KeepMD EOB Decoder browser extensions do, exposed to Claude, ChatGPT, Cursor and any other MCP client.

Endpoint: https://mcp.keepmd.org/eob (Streamable HTTP, no authentication) Documentation: https://keepmd.org/eob-decoder/mcp/ Publisher: KeepMD (VertexMD, Inc.) · [email protected]

In plain English: you paste or describe an EOB or bill to Claude, ChatGPT or another assistant, and the assistant uses this server to say what each code means, what the insurance words mean, whether the amounts add up, and what to do next. The server only ever sees codes, words and dollar figures.

What it does

ToolPurpose
lookup_codesOfficial descriptors for ICD-10-CM diagnosis codes, HCPCS Level II service/supply/drug codes and HCPCS modifiers, with chapter, plain-language notes and licensing notices for CPT, dental, NDC and X12 remark codes (recognized, not described). Up to 50 codes per call.
search_codesFind ICD-10-CM or HCPCS Level II codes from words in a description, or by code prefix.
explain_insurance_term~115 insurance and billing terms (allowed amount, coinsurance, CO/PR group codes, No Surprises Act, observation status…) with examples and related terms.
check_eob_mathRecomputes one service line or claim total from the printed amounts and flags balance billing, mismatched totals and impossible cost sharing.
get_eob_reading_guideStep-by-step guide to reading an EOB, disputing a bill, or appealing a denial, with links to official consumer resources.

Plus the decode_eob prompt and two resources (keepmd://eob-decoder/glossary, keepmd://eob-decoder/manifest).

Every tool carries readOnlyHint: true and openWorldHint: false. Every clinical or financial payload carries a disclaimer field: general billing and coding reference, not medical, legal or financial advice.

Privacy

The server has no storage and no accounts. Tools accept codes, terms and dollar amounts only; no schema takes a name, date of birth, member ID, claim number or statement text. Tool arguments are never logged. Full policy: https://keepmd.org/privacy/eob-decoder-mcp/.

Data

SetReleaseLicense
ICD-10-CMFY2027 (effective 2026-10-01), NCHS/CMSPublic domain
HCPCS Level IIOctober 2026 quarterly file, CMSPublic domain (CDT D-codes dropped)
Glossary, reading guide, plain-language notesKeepMD-authoredMIT

CPT (AMA), CDT (ADA) and CARC/RARC (X12) descriptors are licensed and are not included. See NOTICE.md. Exact versions and file hashes: public/data/MANIFEST.json.

Use it

Claude (claude.ai → Settings → Connectors → Add custom connector): https://mcp.keepmd.org/eob Claude Code: claude mcp add --transport http keepmd-eob-decoder https://mcp.keepmd.org/eob Cursor / VS Code / other clients:

json
{ "mcpServers": { "keepmd-eob-decoder": { "type": "http", "url": "https://mcp.keepmd.org/eob" } } }

ChatGPT: install from the app directory once listed (see chatgpt/).

Status: the public endpoint goes live with the first deploy (docs/DEPLOY.md); until then run it locally.

Try: "What do Z00.00, 99213 and J0696 mean on this EOB?" · "Explain allowed amount versus billed amount." · "Billed 1,200, allowed 650, deductible 500, 20% coinsurance. Is my 630 patient responsibility right?"

Run it yourself

bash
npm install --legacy-peer-depsnpm run data:refresh      # downloads the CMS/NCHS releases and rebuilds public/datanpm test && npm run typechecknpm run dev               # http://localhost:8787/eob

Test it

bash
npm run dev                                   # terminal 1npm run smoke -- http://127.0.0.1:8787/eob    # terminal 2: initialize, tools/list, one call per tool, the promptnpx @modelcontextprotocol/inspector           # point it at http://127.0.0.1:8787/eob (Streamable HTTP)

Or add the local server to Claude Code with claude mcp add --transport http eob-local http://127.0.0.1:8787/eob and ask it the reviewer prompts in docs/SUBMISSIONS.md. Problems: [email protected] (the issue tracker is off).

Built on @modelcontextprotocol/server (createMcpHandler, stateless Streamable HTTP) and Cloudflare Workers with Static Assets for the code sets. Layout, release and data-refresh steps: CONTRIBUTING.md, docs/DEPLOY.md. Directory submissions (Anthropic, OpenAI, MCP Registry, Google, Meta, Grok, Cursor and others): docs/SUBMISSIONS.md. Bundles: plugin/ (Claude plugin), chatgpt/ (ChatGPT app package), .cursor-plugin/ + mcp.json (Cursor plugin).

License

MIT for code and KeepMD-authored content. Government data sources are public domain; see NOTICE.md.

来源：README.md，提交 a8437ab

工具

5

lookup_codes

Look up EOB codes

Checks codes against the current official releases, which change every year, and reports whether each is valid, billable or terminated today. Returns the official descriptor for ICD-10-CM diagnosis codes, HCPCS Level II service/supply/drug codes and HCPCS modifiers found on an Explanation of Benefits or medical bill, plus the chapter, a plain-language note where KeepMD has one, the data version, and licensing notices for CPT, dental, NDC and X12 remark codes (which are recognized but not described). Use it for any code a user asks about, including common ones such as Z00.00, 99213, J0696 or CO-45. Accepts every code from a statement in one call.

输入参数codes必填system

search_codes

Search diagnosis and service codes

Finds ICD-10-CM diagnosis codes and HCPCS Level II service, supply and drug codes whose official description matches words from a statement (everyday wording such as "flu shot" or "x-ray" is translated to the clinical terms), or whose code starts with the given characters. Use it when the statement prints a description but no code, or the code is partly illegible. CPT (5-digit) physician-service codes such as office visits and lab panels are not searchable because their text is licensed.

输入参数limitquery必填system

explain_insurance_term

Explain an insurance term

Returns KeepMD's plain-language definition, a worked example and related terms for an insurance or medical-billing term from its glossary (allowed amount, deductible, coinsurance, balance billing, CO/PR group codes, No Surprises Act, observation status and about 110 more). Use it when a user asks what a word, column or abbreviation on an EOB, Medicare Summary Notice or bill means, including common ones such as allowed amount, billed amount, deductible or CO. Takes one term per call.

输入参数term必填

check_eob_math

Check EOB arithmetic

Recomputes one EOB line or claim total from the printed amounts (billed, allowed, plan paid, deductible, copay, coinsurance, non-covered, patient responsibility) and reports the contractual adjustment, the expected patient responsibility and plan payment, and any discrepancy such as a balance bill or a mismatched total. Use it when a user gives EOB or bill amounts and asks whether what they owe is right; it returns an itemized, exact calculation with stated assumptions. Pure arithmetic; takes dollar amounts only, never names or identifiers.

输入参数copaybilledallowedplan_paiddeductiblein_networknon_coveredcoinsurance_ratecoinsurance_amountpatient_responsibility

get_eob_reading_guide

EOB reading guide

Returns KeepMD's step-by-step guide, red flags and links to official consumer resources for reading an Explanation of Benefits (overview), resolving a bill that looks wrong (dispute), appealing a denial (appeal), or the handful of terms that drive the arithmetic (glossary). Use it when a user asks how to read an EOB, what to do about a bill that looks wrong, or how to appeal a denial.

输入参数topic

版本历史

1
  1. v0.1.0最新Nov 4, 2026

评分

已满足适用检查项的 100%

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
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

其他 Keepmd 集成

KeepMD MCP for EOB Decoder

org.keepmd官方发布者

只读的远程 MCP 服务器，帮助助手解读医疗保险 EOB 与账单上的代码、保险术语和金额。

Streamable HTTP可网页运行
金融5 个工具Nov 5, 2026