InfraMap

pro.inframap由 inframap.pro 發布官方發布者v0.3.1更新於 Nov 1, 2026

US power plant, generation, price, curtailment and water data, with sources on every result.

已驗證Streamable HTTP可網頁執行雲端與基礎設施金融資料與分析

概覽

AI 產生的概覽

以唯讀方式存取美國電力市場資料的 MCP 服務:電廠、發電、排放、電價、棄電與用水,每筆結果都附來源。

可以做什麼
  • 搜尋、篩選並檢視美國電廠與專案檔案,含機組明細、電網歸屬與證據包
  • 讀取專案的發電量、運轉表現、排放、所有權與購電合約
  • 查詢七個 ISO 的節點價、樞紐價、即時五分鐘電價、基差、期間分析與模型化收入
  • 比較與深入分析模型化棄電、ERCOT 電池運轉及營運商公布的區域棄電歷史
  • 在分析師資料庫上執行唯讀 SQL 篩選,查閱術語定義與分析指南,讀取來源紀錄
  • 依平衡區讀取逐小時負載、燃料結構與碳排放強度,以及電廠氣象和冷卻用水與水壓力
適用情境
適合能源分析師、開發商、資產管理人、購電方與交易員,讓助理篩選電廠、比較發電或棄電、核對電價與基差,或依有出處的美國電力資料估算收入。
執行需求
遠端 Streamable HTTP 端點,不需本機套件。首次連線須透過 InfraMap 登入頁完成 OAuth 登入,並需付費的 InfraMap Pro、Team 或 Enterprise 帳戶。僅能啟動本機伺服器的用戶端須以 npx 使用 mcp-remote 橋接。
安裝前請注意
需要付費訂閱與 OAuth 登入;請求紀錄與 OAuth 權杖受服務商隱私政策規範。43 個工具皆為唯讀,但 query_analyst_store 會執行 SQL,結果最多 200 列。有速率限制(約每分鐘 120 次請求、同時 2 個)。模型化數值為估算,節點或樞紐關聯不代表結算關係。僅限美國資料,不提供投資建議。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 InfraMap,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/pro.inframap%2Fmcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "inframap": {
      "type": "http",
      "url": "https://mcp.inframap.pro/mcp"
    }
  }
}

README

InfraMap MCP server

The InfraMap MCP server gives AI assistants read-only access to InfraMap Pro's US power market data: every operating US power plant with its generation, emissions, ownership and offtake, plus ISO node prices, hub prices and basis in seven markets. It has 43 tools, and every result carries its sources, period and coverage.

The server is hosted by InfraMap. This repository holds its documentation, client configuration, registry entry and a Claude Code plugin; the server's source code is not published here.

What you can ask

  • Show Barry's reported monthly generation for 2024, including any missing months and the source for each value.
  • How many plants in each ISO have a reviewed market price node, and how many have none?
  • Which wind and solar plants had the largest increase in modeled curtailment from 2024 to 2025? Show both the credit and no-credit bounds.
  • Estimate Moccasin's wholesale energy revenue for January through June 2025 and say which price node you used.
  • Which coal plants reported the most cooling water withdrawal, and what is the water stress at each site?

More in examples/prompts.md.

Connect

Claude (web, desktop and mobile)

Open InfraMap in the connectors directory and choose Connect. Claude opens the InfraMap sign-in page.

If the directory isn't available to you, go to Customize, Connectors, choose Add custom connector, name it InfraMap and paste https://mcp.inframap.pro/mcp.

Claude Code

bash
claude mcp add --transport http --scope user inframap https://mcp.inframap.pro/mcp

Then run /mcp in Claude Code, pick inframap and choose Authenticate. To install the server together with the InfraMap research skill, use the plugin in this repository:

text
/plugin marketplace add inframaporg/mcp/plugin install inframap@inframap

ChatGPT

Go to chatgpt.com/plugins, choose +, then Add custom MCP server. Name it InfraMap, paste https://mcp.inframap.pro/mcp, set Authentication to OAuth and choose Create as a plugin. In a chat, type @ and pick InfraMap.

Codex

bash
codex mcp add inframap --url https://mcp.inframap.pro/mcpcodex mcp login inframap

Cursor

Add to ~/.cursor/mcp.json (everywhere) or .cursor/mcp.json (one project):

json
{  "mcpServers": {    "inframap": {      "url": "https://mcp.inframap.pro/mcp"    }  }}

Cursor then shows a sign-in prompt for inframap under Customize, MCPs.

VS Code

bash
code --add-mcp '{"name":"inframap","type":"http","url":"https://mcp.inframap.pro/mcp"}'

Or add .vscode/mcp.json to a project:

json
{  "servers": {    "inframap": {      "type": "http",      "url": "https://mcp.inframap.pro/mcp"    }  }}

Gemini CLI

bash
gemini mcp add --transport http --scope user inframap https://mcp.inframap.pro/mcp

Any other client

Most clients accept a remote server as a name and a URL. Use Streamable HTTP; the server has no SSE endpoint. For clients that only start local servers, the open-source mcp-remote bridge forwards to InfraMap and handles sign-in:

json
{  "mcpServers": {    "inframap": {      "command": "npx",      "args": [        "-y",        "mcp-remote",        "https://mcp.inframap.pro/mcp"      ]    }  }}

Config files for each client are in examples/.

Tools

All 43 tools are read-only. Start with get_data_catalog to see what each dataset covers and how current it is.

Analyst store

Whole-inventory screens in SQL, one-call project dossiers and reviewed definitions.

ToolWhat it does
query_analyst_storeQuery the analyst store (SQL). Run one read-only SQLite SELECT over the analyst store to screen, rank, count or compare projects across the whole inventory. Returns up to 200 rows with the store version and table citations.
get_project_profileGet project profile. Dossier for up to 5 projects: identity, capacity, region, pricing node and hub, earlier nodes from price chains, recent generation and capacity factor, ownership, offtake and 2024–2025 price and basis.
get_energy_referenceLook up energy definitions. Reviewed definitions, formulas, guards and primary references for energy terms and study topics such as capacity factor, basis, capture rate, ELCC and curtailment.

Discovery and definitions

What data exists, how current it is, and which tool reads it.

ToolWhat it does
get_data_catalogInspect the data catalog. Every approved data source with its as-of date, coverage, tools and limits. Call it first.
discover_energy_dataFind datasets. Search datasets by research terms, or inspect one dataset ID for meaning, grain, join rules and coverage.
get_source_catalogList loaded source datasets. Loaded source tables (water, boiler fuel, utilities, gas operators, EQR contracts, modeled renewable profiles) with grain, fields and caveats.
get_analysis_guideGet analysis guide. Reviewed terminology, formulas, study checklists and primary references for study design.
explain_analysis_limitExplain an analysis limit. Explains a known gap, the inputs it would need and the closest supported alternative.

Projects and regions

Find plants, resolve grid areas and read source-level project evidence.

ToolWhat it does
search_energy_projectsSearch power plants. Filter, rank and page the current operating EIA catalog by state, fuel, ISO, balancing authority, county, size and hybrid status. Hybrid components are grouped once.
get_project_detailsGet generator and plant details. Generator and plant fields for exact EIA plant IDs, with generator paging.
get_project_evidence_bundleGet project evidence bundle. Compact verified evidence and yearly summaries for up to 5 projects and 60 months, by section.
resolve_grid_areasResolve grid areas. Resolve an ISO, RTO or balancing-authority code, name or alias before filtering plants.
get_project_grid_membershipGet project grid membership. Dated unit-level balancing-authority relationships for one project, including reviewed transitions.
get_project_source_coverageGet project source coverage. Which source datasets hold records for a project, with the native IDs to query them.
get_grid_topologyGet grid network coverage. Public OpenStreetMap network coverage and per-project USGS and OSM geometry counts.

Generation, emissions, ownership

Reported output, performance, potential, emissions and ownership.

ToolWhat it does
get_project_generationGet project generation. EIA-923 monthly net MWh, with battery charging and discharging kept separate.
get_project_performanceGet project performance. Complete-period generation, dated nameplate capacity factor, battery flows and utilization for up to 5 projects.
get_project_generation_potentialCompare generation with modeled potential. Actual generation beside reviewed physical potential and retrospective expected generation.
get_project_emissionsGet project emissions. Annual EPA CO₂, SO₂ and NOx mass for monitored units, linked through the PUDL CAMD–EIA crosswalk. US short tons.
get_project_ownershipGet project ownership. Dated ownership and offtake conclusions and reported generator relationships.
rank_generation_changeRank generation change. Rank reported net generation change between the same months of two years across the filtered fleet.
rank_capacity_factorsRank wind capacity factors. Pick the largest wind projects by operating wind nameplate, then rank their capacity factors.

Markets

Live 5-minute prices, node and hub prices, basis, period analysis and modeled revenue in seven ISOs and RTOs.

ToolWhat it does
get_eqr_hourly_salesGet FERC EQR hourly sales. Seller-reported hourly sales by delivery point for about 430 plants in 2026 Q2. Reported sales, not metered generation.
get_live_pricesGet live 5-minute prices. The newest 5-minute real-time prices at every hub and zone, or up to 8 days at one hub or 2 days at a plant's pricing node, or hourly real-time and day-ahead prices for up to 62 days from the archive, with congestion and loss components and day-ahead against real-time. Updated every 5 minutes in all seven markets.
get_project_market_pricesGet project market prices. Node coverage or one month of price statistics for a plant outside ERCOT (CAISO, ISO-NE, MISO, NYISO, PJM, SPP).
get_ercot_project_dataGet ERCOT project data. ERCOT resource net energy (SMNE), node and hub settlement point prices and basis for one month.
analyze_market_periodAnalyze a market period. Prices, basis and coverage for up to 5 projects over up to 12 months in any of the seven markets.
model_project_revenueModel project energy revenue. Historical modeled energy revenue: monthly EIA net generation times the same month’s mean node price.
rank_ercot_basisRank ERCOT basis. Rank reviewed ERCOT projects by node minus hub price for one month, hub and market.
assess_capture_rate_coverageCheck capture rate coverage. Checks whether exact capture rates can be computed for a project, and what is missing.

Curtailment

The experimental modeled curtailment range, and operator-published regional history.

ToolWhat it does
compare_project_curtailmentCompare modeled curtailment. Screen or compare modeled curtailment across the full eligible cohort between matched month windows, nationally or by ISO, state or technology.
investigate_project_curtailmentInvestigate modeled curtailment. Hour-level investigation for up to 5 plants over at most 366 days: loss blocks, durations, price coincidence and seasonality.
get_project_modeled_curtailmentGet modeled curtailment. Monthly modeled curtailed MWh, expected curtailed hours and physical potential for one plant and year.
get_regional_curtailment_historyGet operator curtailment history. Operator-published regional curtailment: CAISO 2015–2025 and SPP 2024–2025.

ERCOT batteries

Reviewed ERCOT battery operations before and after RTC+B.

ToolWhat it does
get_project_battery_operationsGet ERCOT battery operations. Battery resource coverage or one month of operational energy.
analyze_battery_periodAnalyze ERCOT battery operations. Battery operations over up to 24 months for up to 5 plants, with the two metering regimes kept apart.

Source records

Row-level reads, calculations and rankings over loaded source tables.

ToolWhat it does
query_source_recordsQuery source records. Find exact entity IDs, then read compact records with units and citations.
summarize_source_recordsSummarize source records. Totals and heat rates across every matching record for 1–5 entities and at most 60 months.
rank_source_recordsRank source records. Rank all records at the dataset’s own grain before taking the top rows.

Grid and weather

Hourly load, fuel mix and carbon intensity by balancing authority, and point weather at every wind and solar plant.

ToolWhat it does
get_grid_hourlyGet hourly load, fuel mix and carbon. EIA-930 demand, forecast, net generation, interchange, generation by fuel and hourly CO₂ intensity for up to 4 ISOs or balancing authorities, up to 92 days, updated hourly.
get_plant_weatherGet plant weather. Hourly hub-height wind, irradiance and temperature at a wind or solar plant from 2010, for windows up to 31 days.
explain_output_with_weatherCheck output against weather. Monthly capacity factor against what the plant's own weather predicts, with months below 60% of expected flagged. A model estimate.

Water

Plant cooling water and the water stress of each plant’s watershed.

ToolWhat it does
get_plant_water_useGet plant cooling water and water stress. EIA cooling water withdrawal and consumption by plant, joined to the USGS surface water stress index at the plant location, for about 730 plants.

Data

Counts as of November 1, 2026. The live figures, periods and caveats for every dataset are on the data sources page.

  • Power plants: 14,233 operating plants and batteries, grouped into 14,225 projects with 1,391 GW of nameplate capacity, from EIA-860M (August 2026).
  • Generation: monthly net generation from EIA-923, January 2000 to July 2026.
  • Emissions and water: EPA emissions from 1995 to 2025, cooling water use and water stress.
  • Prices: hourly day-ahead and real-time node prices, hub prices and basis at 3,466 plant pricing nodes in CAISO, ERCOT, ISO-NE, MISO, NYISO, PJM and SPP, plus live five-minute real-time hub prices for all seven.
  • Load and fuel mix: hourly EIA-930 demand, forecast, interchange and generation by fuel for every balancing authority, from July 2015.
  • Ownership and offtake: owners and parent companies for 3,150 projects, and 2,610 offtake contracts from 473 buyers.
  • Modeled data: physical potential, expected generation and modeled curtailment, always labeled as models.

How results are reported:

  • Observed, calculated and modeled values stay separate and are labeled.
  • Missing is not zero: a null means the source has no usable record. Zero and negative values are shown as reported.
  • Each dataset keeps its own period, and every result states it.
  • A pricing node, hub or balancing area linked to a plant is an association, not proof of settlement, a contract or a physical connection.

The methodology page explains how plants are grouped and how capacity factor, potential, curtailment, prices and basis are calculated.

Limits

  • About 120 requests a minute and 2 at a time per account. Prefer one query_analyst_store query over many single-plant calls.
  • query_analyst_store runs one read-only SQLite SELECT over a documented schema and returns up to 200 rows.
  • US data only. The server does not give investment advice, residential retail rates or customer account data.

Security and privacy

Support

Email [email protected], or open an issue in this repository for documentation and setup problems.

About

InfraMap Pro is a US power market data platform for energy analysts, developers, asset managers, offtakers and traders, with a web map, an AI analyst and this MCP server. InfraMap Edu (edu.inframap.org) is a separate, free app for learning how the grid works and does not include Pro's data or this server. InfraMap Pro is not affiliated with Open Infrastructure Map, Cycloid's InfraMap tool for Terraform diagrams, InfraMap Corp. or iWater's infraMAP.

License

The documentation and configuration files in this repository are released under the MIT License. Use of the InfraMap service and its data is governed by the Terms of service.

來源:README.md,提交 4b20703

工具

0
該伺服器需要登入,因此 SourceWeft 無法在沒有帳號的情況下讀取其工具,也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v0.3.1最新Nov 1, 2026

評分

已滿足適用檢查項的 85%

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