Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
US power plant, generation, price, curtailment and water data, with sources on every result.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.inframap.pro/mcp在终端中运行这条命令
claude mcp add --transport http inframap https://mcp.inframap.pro/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"inframap": {
"url": "https://mcp.inframap.pro/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"inframap": {
"type": "http",
"url": "https://mcp.inframap.pro/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mcp.inframap.pro/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
服务器要求先登录,才会列出它的工具。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 inframap.pro 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 265 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.3.1)于5天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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, ancillary service prices, binding constraints, capacity auctions, interconnection queues, outages and forecasts. It has 59 tools, and every result carries its sources, period and coverage.
https://mcp.inframap.pro/mcp (Streamable HTTP)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.
More in examples/prompts.md.
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 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:
/plugin marketplace add inframaporg/mcp
/plugin install inframap@inframap
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 mcp add inframap --url https://mcp.inframap.pro/mcp
codex mcp login inframap
Add to ~/.cursor/mcp.json (everywhere) or .cursor/mcp.json (one project):
{
"mcpServers": { "inframap": { "url": "https://mcp.inframap.pro/mcp" } } }
Cursor then shows a sign-in prompt for inframap under Customize, MCPs.
code --add-mcp '{"name":"inframap","type":"http","url":"https://mcp.inframap.pro/mcp"}'
Or add .vscode/mcp.json to a project:
{
"servers": { "inframap": { "type": "http", "url": "https://mcp.inframap.pro/mcp" } } }
gemini mcp add --transport http --scope user inframap https://mcp.inframap.pro/mcp
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:
{
"mcpServers": { "inframap": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.inframap.pro/mcp" ] } } }
Config files for each client are in examples/.
All 59 tools are read-only. Start with get_data_catalog to see what each dataset covers and how current it is.
Whole-inventory screens in SQL, one-call project dossiers and reviewed definitions.
| Tool | What it does |
|---|---|
query_analyst_store | Query 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_profile | Get 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_reference | Look 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. |
What data exists, how current it is, and which tool reads it.
| Tool | What it does |
|---|---|
get_data_catalog | Inspect the data catalog. Every approved data source with its as-of date, coverage, tools and limits. Call it first. |
discover_energy_data | Find datasets. Search datasets by research terms, or inspect one dataset ID for meaning, grain, join rules and coverage. |
get_source_catalog | List loaded source datasets. Loaded source tables (water, boiler fuel, utilities, gas operators, EQR contracts, modeled renewable profiles) with grain, fields and caveats. |
get_analysis_guide | Get analysis guide. Reviewed terminology, formulas, study checklists and primary references for study design. |
explain_analysis_limit | Explain an analysis limit. Explains a known gap, the inputs it would need and the closest supported alternative. |
get_data_coverage | Get data coverage. What InfraMap holds now for each market dataset, ISO and product: first and latest day, missing days, the longest gap, last write and backfill progress, with source, licence and units. |
Find plants, resolve grid areas and read source-level project evidence.
| Tool | What it does |
|---|---|
search_energy_projects | Search 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_details | Get generator and plant details. Generator and plant fields for exact EIA plant IDs, with generator paging. |
get_project_evidence_bundle | Get project evidence bundle. Compact verified evidence and yearly summaries for up to 5 projects and 60 months, by section. |
resolve_grid_areas | Resolve grid areas. Resolve an ISO, RTO or balancing-authority code, name or alias before filtering plants. |
get_project_grid_membership | Get project grid membership. Dated unit-level balancing-authority relationships for one project, including reviewed transitions. |
get_project_source_coverage | Get project source coverage. Which source datasets hold records for a project, with the native IDs to query them. |
get_grid_topology | Get grid network coverage. Public OpenStreetMap network coverage and per-project USGS and OSM geometry counts. |
Reported output, performance, potential, emissions and ownership.
| Tool | What it does |
|---|---|
get_project_generation | Get project generation. EIA-923 monthly net MWh, with battery charging and discharging kept separate. |
get_project_performance | Get project performance. Complete-period generation, dated nameplate capacity factor, battery flows and utilization for up to 5 projects. |
get_project_generation_potential | Compare generation with modeled potential. Actual generation beside reviewed physical potential and retrospective expected generation. |
get_project_emissions | Get project emissions. Annual EPA CO₂, SO₂ and NOx mass for monitored units, linked through the PUDL CAMD–EIA crosswalk. US short tons. |
get_project_ownership | Get project ownership. Dated ownership and offtake conclusions and reported generator relationships. |
rank_generation_change | Rank generation change. Rank reported net generation change between the same months of two years across the filtered fleet. |
rank_capacity_factors | Rank wind capacity factors. Pick the largest wind projects by operating wind nameplate, then rank their capacity factors. |
Live 5-minute prices, node and hub prices, basis, period analysis and modeled revenue in seven ISOs and RTOs.
| Tool | What it does |
|---|---|
get_eqr_hourly_sales | Get 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_prices | Get live 5-minute prices. The newest 5-minute real-time prices at every hub and zone, or at every pricing node ranked highest or lowest (view nodes, Pro), 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_prices | Get 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_data | Get ERCOT project data. ERCOT resource net energy (SMNE), node and hub settlement point prices and basis for one month. |
analyze_market_period | Analyze 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_revenue | Model project energy revenue. Historical modeled energy revenue: monthly EIA net generation times the same month’s mean node price. |
rank_ercot_basis | Rank ERCOT basis. Rank reviewed ERCOT projects by node minus hub price for one month, hub and market. |
assess_capture_rate_coverage | Check capture rate coverage. Checks whether exact capture rates can be computed for a project, and what is missing. |
The experimental modeled curtailment range, and operator-published regional history.
| Tool | What it does |
|---|---|
compare_project_curtailment | Compare 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_curtailment | Investigate 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_curtailment | Get modeled curtailment. Monthly modeled curtailed MWh, expected curtailed hours and physical potential for one plant and year. |
get_regional_curtailment_history | Get operator curtailment history. Operator-published regional curtailment: CAISO 2015–2025 and SPP 2024–2025. |
Reviewed ERCOT battery operations before and after RTC+B.
| Tool | What it does |
|---|---|
get_project_battery_operations | Get ERCOT battery operations. Battery resource coverage or one month of operational energy. |
analyze_battery_period | Analyze ERCOT battery operations. Battery operations over up to 24 months for up to 5 plants, with the two metering regimes kept apart. |
Row-level reads, calculations and ra
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