COLA Insight

io.github.ge3m0r由 GitHub 账号 ge3m0r 发布v1.0.1更新于 Oct 24, 2026

Read-only Social Security COLA data, calculations, history, and official source links.

已验证Streamable HTTP可网页运行金融数据与分析

概览

AI 生成的概览

只读的远程 MCP 服务器，提供 COLA Insight 追踪的 2027 年社会保障 COLA 比率、福利变化估算、快照历史与来源链接。

可以做什么
  • 读取最新的 2027 年 COLA 状态、比率、CPI-W 观测值、时间戳与主要来源链接
  • 根据最新追踪比率估算每月和每年的福利变化
  • 按时间倒序获取保留的预测、公式推算与官方 COLA 快照
  • 查询数据所用的政府来源、方法说明、数据字典与公开数据集
适用场景
适合需要回答 2027 年社会保障生活成本调整相关问题、展示福利金额可能的变化，或核查数据历史与来源的场景。它是独立的教育性项目，并非 SSA 官方服务。
运行要求
需要远程 Streamable HTTP 端点；无需 API 密钥、环境变量或请求头。需要能访问服务提供方的网站。
安装前请注意
福利变化结果是教育性估算，不构成 SSA 的福利裁定；预测或公式推算的记录不得表述为 SSA 官方公告。该项目独立运营，与 SSA、BLS、CMS 及美国政府无隶属关系。所有工具均为只读。

安装

在 SourceWeft 中

  1. 打开 控制台中的 COLA Insight，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.ge3m0r%2Fcola-insight/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": {
    "cola-insight": {
      "type": "http",
      "url": "https://www.colainsight.com/mcp"
    }
  }
}

README

COLA Insight Data

Open data, calculation notes, charts, and an embeddable widget for tracking the 2027 Social Security cost-of-living adjustment (COLA).

Live project: COLA Insight
Current forecast and CPI-W tracker: 2027 Social Security COLA forecast
Public asset library: Data, charts, downloads, and widget

Archived dataset: Latest Zenodo record · Version 2026.10.16

Public MCP server: Connect an AI assistant

Official Registry: io.github.ge3m0r/cola-insight

COLA Insight is an independent educational project. It is not affiliated with, endorsed by, or operated by the Social Security Administration (SSA), Bureau of Labor Statistics (BLS), Centers for Medicare & Medicaid Services (CMS), or the U.S. government.

What is in this repository

This repository publishes the parts of COLA Insight that are most useful for independent verification and reuse:

  • preserved 2027 COLA forecast and calculation snapshots;
  • a complete benefit-impact table from $100 through $5,000;
  • the public JSON data contract and an example record;
  • calculation methodology and status definitions;
  • publication-ready SVG charts;
  • a copy-and-paste version of the live COLA widget;
  • public MCP distribution metadata and connection documentation.

The production website, Cloudflare Worker deployment, D1 configuration, scheduled refresh system, rate limiting, analytics, and editorial/SEO application source are intentionally maintained separately.

Current public endpoints

AssetPermanent URL
Current JSON recordcolainsight.com/api/cola
Snapshot history CSV2027 COLA history CSV
Benefit amount CSV2027 benefit amounts CSV
Zenodo datasetLatest version (concept DOI)
Archived version 2026.10.1610.5281/zenodo.23431339
Preserved revision timeline2027 COLA forecast history
CPI-W chart2027 COLA CPI-W chart
Benefit increase chart2027 COLA increase chart
Embeddable trackerFree 2027 COLA widget
Interactive calculator2027 COLA calculator
MCP documentationConnect to COLA Insight MCP
MCP endpointhttps://www.colainsight.com/mcp
Official MCP Registryio.github.ge3m0r/cola-insight
Smithery directoryge3m0r/cola-insight
Glama connectorio.github.ge3m0r/cola-insight

The files in this repository are publishable snapshots. The permanent URLs above are the authoritative, automatically updated versions.

Data status matters

Every record uses exactly one status:

  • forecast — an independent estimate while one or more required Q3 CPI-W observations are unavailable;
  • computed — all three observations are available and the statutory formula can be reproduced, but SSA confirmation is still pending;
  • official — SSA has published the benefit-year COLA.

Do not describe a forecast or computed record as an official SSA announcement.

See methodology/status-definitions.md and schema/data-dictionary.md before reusing the data.

Quick examples

Fetch the current record:

js
const response = await fetch("https://www.colainsight.com/api/cola");const record = await response.json();
console.log(record.status, record.rate.displayed);

Embed the live tracker:

html
<iframe  src="https://www.colainsight.com/embed/2027-cola"  title="2027 Social Security COLA tracker by COLA Insight"  width="100%"  height="430"  style="border:0;max-width:720px"  loading="lazy"></iframe>

Connect an MCP-compatible assistant using the remote Streamable HTTP endpoint:

text
https://www.colainsight.com/mcp

The MCP server is public, read-only, and requires no API key. It provides four tools for the current COLA record, educational benefit calculations, preserved snapshot history, and primary sources. See mcp/README.md for the tool list, example configuration, privacy guidance, and versioning policy.

Primary sources

The source used to retrieve each stored observation is included with the record. A fallback changes the retrieval path, not the underlying BLS series.

Citation

Suggested citation for the archived 2026.10.16 dataset:

COLA Insight. (2026). COLA Insight 2027 Social Security COLA Dataset: CPI-W History and Benefit Amount Table (Version 2026.10.16). Zenodo. https://doi.org/10.5281/zenodo.23431339

Use the concept DOI when linking to the latest available version, and the version DOI when citing this exact release.

For machine-readable citation metadata, see CITATION.cff. Questions and corrections can be sent to [email protected].

Licensing

  • Example code and widget snippets: MIT License
  • Original documentation, charts, and explanatory content: CC BY 4.0
  • Government facts and source data may have their own public-domain or agency terms; attribution to the responsible agency should be preserved.
  • The COLA Insight name and logo are not granted for reuse as a product identity. See TRADEMARKS.md.

Attribution is appreciated and helps readers verify freshness, but no specific keyword-rich anchor text is required.

来源：README.md，提交 ca03675

工具

4

get_current_cola

Get current Social Security COLA data

Return the latest tracked 2027 Social Security COLA status, rate, CPI-W observations, timestamp, and primary source links.

无需输入参数。

calculate_benefit_change

Calculate a COLA benefit change

Estimate the monthly and annual benefit change using COLA Insight's latest tracked rate. This is an educational estimate, not an SSA benefit determination.

输入参数medicarePartBPremiumcurrentMonthlyBenefit必填

get_cola_history

Get preserved COLA history

Return preserved forecast, formula-derived, and official COLA snapshots in reverse chronological order.

输入参数limit

get_cola_sources

Get COLA primary sources

Return the government sources, methodology, data dictionary, and public datasets used by COLA Insight.

无需输入参数。

版本历史

1
  1. v1.0.1最新Oct 16, 2026

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