
Emission Factors
io.github.rozetypv1.1.0更新于 Oct 7, 2026
Keyless US grid carbon + power cost by ZIP: eGRID Scope 2, Scope 1 fuels, site ranking, clean hours
概览
让助手按美国邮政编码查询电网碳排放因子、电价、逐小时碳强度、电厂排放和公用事业费率。
- 功能
- 提供十一个以邮政编码为键的美国电力数据工具:EPA eGRID 排放因子与发电结构、按给定用电量计算范围二排放、范围一燃料燃烧因子、逐小时电网碳强度、电厂级排放、公用事业费率以及州平均零售电价。还可对候选站点按碳强度和成本排序,并找出运行柔性负荷最清洁的时段。所有工具返回 JSON,数据来自封装 EPA、EIA、OpenEI 和人口普查数据的托管 API。
- 适用场景
- 适合碳排放核算与报告工作,例如范围一和范围二估算;也适合比较不同地点的电网碳强度与电价,以及回答负荷转移或需求响应中何时运行最清洁的问题。适合需要权威政府来源因子而非猜测值的助手。
- 运行要求
- 使用 emission-factors.com 上的远程 Streamable HTTP 端点;无需 API 密钥、注册或环境变量。也提供本地 stdio 版本,可通过 npx 从 GitHub 运行,需要 Node 18+,自建 API 时可选用 EMISSION_FACTORS_API_BASE 变量。需要网络访问。
安装
在 SourceWeft 中
- 打开 控制台中的 Emission Factors,将其添加到工作区。
- 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。
其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"emission-factors": {
"type": "http",
"url": "https://emission-factors.com/mcp"
}
}
}README
emission-factors MCP server
[License: MIT] [MCP] [No key required]
Give Claude, Cursor, Cline, or any MCP client live access to US electricity data by ZIP code - grid-carbon emission factors, retail rates, hourly grid carbon intensity, power-plant emissions, and utility tariffs.
Backed by emission-factors.com, which wraps EPA eGRID, EIA-861, EIA-930, EPA CAMD, and OpenEI URDB into one ZIP-keyed API.
Free. No API key, no signup. The API is rate-limited per IP (2,000 requests/hour).
What you can ask
Once connected, your agent can answer things like:
- "My HQ in ZIP 94105 uses 1.2M kWh/year. What's our Scope 2 carbon footprint and annual electricity cost?"
- "Compare Denver, Austin, and Columbus for a new data center on grid carbon intensity and electricity price."
- "What hour of the day is cleanest to run a 500 kW batch job in California this week?"
- "Enrich this list of 40 store ZIP codes with each site's emission factor and carbon-free percentage."
- "Which are the dirtiest power plants in Texas by CO2 over the last week?"
- "Rank Ashburn VA, Abilene TX and The Dalles OR for a 10 MW data center on carbon and power cost."
- "Our plant burns 40,000 therms of gas and 3,000 gallons of diesel a year - what's our Scope 1?"
- "What's the actual PG&E residential tariff for 94105, not the state average?"
Why use it
- Scope 2 carbon accounting - GHG Protocol location-based emission factors for all 33,616 US ZIP codes (CDP, CSRD, California SB 253 inputs).
- Site selection - compare candidate locations on both carbon intensity and electricity cost in one conversation.
- Time-weighted / demand-response analysis - hourly grid carbon from EIA-930 for load-shifting and post-hoc Scope 2.
- Plant-level emissions - EPA CAMD hourly data for ~1,300 fossil units, a paywall-free alternative to commercial datasets.
- Agents and automation - a clean tool surface so an LLM can fetch authoritative government data instead of hallucinating factors.
Quick start
There are two ways to run this. Most people want Option A.
Option A - Remote server (recommended, zero install)
Point your client at the hosted MCP endpoint. Nothing to install, always up to date.
Claude Desktop - edit claude_desktop_config.json
(~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows), then restart Claude:
Cursor - Settings -> MCP -> Add new MCP server, using the same URL.
Cline / Continue / Zed / other clients - add a remote (Streamable HTTP) MCP server with URL https://emission-factors.com/mcp. No key needed.
Option B - Local stdio server (this package)
Runs the server as a local process that proxies the same public API. Useful for clients that only support stdio transport, or if you want to self-host.
Run straight from GitHub (builds on install, requires Node 18+):
Or clone and run from source:
Optional environment variable: EMISSION_FACTORS_API_BASE (defaults to https://emission-factors.com) if you run your own instance of the API.
Tools
Eleven tools, keyed by US ZIP code (or a direct code where noted). The remote server and this stdio build expose the same set.
All tools return JSON. See full API docs for exact response shapes.
Data sources
Rate limits and auth
- No API key, no signup. Every request is anonymous.
- 2,000 requests/hour per IP. Generous for interactive use; if you hit it you get an HTTP 429 with a
retryAfterhint. - The external-data endpoints are cached server-side (24h rates, 1h hourly intensity, 7d tariffs, 24h plant emissions), so repeated calls are fast and don't burn upstream quotas.
Also available
- REST API - the same data over plain HTTP:
curl "https://emission-factors.com/api/lookup?zip=94105". See the API docs and OpenAPI spec. - Hosted MCP setup guide - emission-factors.com/mcp-setup
- Machine-readable summary for agents - emission-factors.com/llms.txt
Development
Quick smoke test with the MCP Inspector:
The server is a thin proxy: each tool maps to one /api/* endpoint on emission-factors.com, validates inputs, and returns the JSON response. There is no local state and no key handling.
License
MIT - see LICENSE. Data belongs to its respective US government sources (EPA, EIA, Census) and NREL/OpenEI; this project and the API are an unofficial wrapper, not affiliated with those agencies.
来源:README.md,提交 649dae3
工具
0版本历史
1- v1.1.0最新Oct 7, 2026
