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)
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.
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。
EIA_API_KEY, EIA_DATASET_TTL_SECONDS, EIA_DATAFRAME_DROP_ENABLED, EIA_CANVAS_MAX_ROWS, EIA_FACET_VALUE_CAP, EIA_CLAMP_LIMITS, CANVAS_PROVIDER_TYPE, MCP_LOG_LEVEL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://eia-energy.caseyjhand.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"eia-energy": {
"command": "npx",
"args": [
"-y",
"@cyanheads/eia-energy-mcp-server"
],
"env": {
"EIA_API_KEY": "your-value",
"EIA_DATASET_TTL_SECONDS": "your-value",
"EIA_DATAFRAME_DROP_ENABLED": "your-value",
"EIA_CANVAS_MAX_ROWS": "your-value",
"EIA_FACET_VALUE_CAP": "your-value",
"EIA_CLAMP_LIMITS": "your-value",
"CANVAS_PROVIDER_TYPE": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http eia-energy https://eia-energy.caseyjhand.com/mcpclaude mcp add eia-energy --env EIA_API_KEY=your-value --env EIA_DATASET_TTL_SECONDS=your-value --env EIA_DATAFRAME_DROP_ENABLED=your-value --env EIA_CANVAS_MAX_ROWS=your-value --env EIA_FACET_VALUE_CAP=your-value --env EIA_CLAMP_LIMITS=your-value --env CANVAS_PROVIDER_TYPE=your-value --env MCP_LOG_LEVEL=your-value -- npx -y @cyanheads/eia-energy-mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"eia-energy": {
"url": "https://eia-energy.caseyjhand.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"eia-energy": {
"command": "npx",
"args": [
"-y",
"@cyanheads/eia-energy-mcp-server"
],
"env": {
"EIA_API_KEY": "your-value",
"EIA_DATASET_TTL_SECONDS": "your-value",
"EIA_DATAFRAME_DROP_ENABLED": "your-value",
"EIA_CANVAS_MAX_ROWS": "your-value",
"EIA_FACET_VALUE_CAP": "your-value",
"EIA_CLAMP_LIMITS": "your-value",
"CANVAS_PROVIDER_TYPE": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}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": {
"eia-energy": {
"type": "http",
"url": "https://eia-energy.caseyjhand.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"eia-energy": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/eia-energy-mcp-server"
],
"env": {
"EIA_API_KEY": "your-value",
"EIA_DATASET_TTL_SECONDS": "your-value",
"EIA_DATAFRAME_DROP_ENABLED": "your-value",
"EIA_CANVAS_MAX_ROWS": "your-value",
"EIA_FACET_VALUE_CAP": "your-value",
"EIA_CLAMP_LIMITS": "your-value",
"CANVAS_PROVIDER_TYPE": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}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://eia-energy.caseyjhand.com/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。
EIA_DATASET_TTL_SECONDS envEIA_DATAFRAME_DROP_ENABLED envEIA_CANVAS_MAX_ROWS envEIA_FACET_VALUE_CAP envEIA_CLAMP_LIMITS envCANVAS_PROVIDER_TYPE envMCP_LOG_LEVEL env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。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
eia_browse_routesLists child routes under a given path in the EIA dataset taxonomy. Start with no path to get the 14 top-level categories (electricity, petroleum, natural-gas, steo, aeo, ieo, seds, etc.), then drill into subcategories. Each result includes an isLeaf flag — leaf routes are queryab
eia_describe_routeReturns metadata for a leaf route: available facets with their valid values, data column names and units, frequency options, and date range. Call this before eia_query_route to discover valid facet IDs, facet values, column IDs, and frequency codes. Each facet returns a capped wi
eia_search_routesFuzzy text search across route names, descriptions, category labels, and the names of the data columns a route publishes. Resolves natural-language queries like "electricity retail sales by state" or "natural gas imports" to matching route paths, and a measure named only by its c
eia_query_routeFetches data from a leaf route with optional facet filters, date range, frequency, and column selection. Use eia_describe_route first to discover valid facet IDs, facet values, column IDs, and frequency codes. Data values are strings in the response (EIA API returns all numeric v
eia_dataframe_describeList canvas dataframes (df_ ) materialized by eia_query_route calls that passed stage: true, with provenance, expiry, row count, and column schema. Nothing is staged until such a call runs, so an empty list on a fresh session means no query has staged yet, not that staging failed
eia_dataframe_queryRun a single-statement SELECT against canvas dataframes registered by eia_query_route calls that passed stage: true — a query that staged nothing leaves no table to select from. Standard DuckDB SQL — joins, aggregates, window functions, CTEs all supported. Reference dataframes by
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8日
注册名称已通过 GitHub 账户 cyanheads 验证,该账户拥有此仓库
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 188 毫秒内响应(HTTP 200)
无需登录
已读取 6 个工具描述,未发现针对 AI 的隐藏指令
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。
你需要填写:EIA_API_KEY
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.5.1)于4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, Tethered Trust
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
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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。
@cyanheads/eia-energy-mcp-server Browse and query the U.S. Energy Information Administration API v2 — electricity, petroleum, natural gas, coal, forecasts, and more via MCP. STDIO or Streamable HTTP. 4 core tools + 3 DataCanvas tools
Public Hosted Server: https://eia-energy.caseyjhand.com/mcp
US energy data from the Energy Information Administration (EIA): electricity, petroleum, natural gas, coal, and forecasts. Find datasets in plain language, query time series with facet filters, and run SQL over large results.
| Tool | Description |
|---|---|
eia_browse_routes | Lists child routes under a path in the EIA dataset taxonomy; omit path for the 14 top-level categories. |
eia_describe_route | Returns a leaf route's facets, valid values, data columns, frequencies, and date range. |
eia_search_routes | Fuzzy text search across route names, descriptions, data-column names, STEO, SEDS, and Monthly Energy Review series names, and facet values — including benchmark series such as Henry Hub, WTI, and Cushing. Resolves legacy APIv1 series IDs (PET.RWTC.W) to their route and filters. |
eia_query_route | Fetches data from a leaf route with facet filters, date range, and column selection; optionally stages results for SQL. |
eia_dataframe_describe | Lists active DataCanvas dataframes staged by eia_query_route, with schema and provenance. |
eia_dataframe_query | Runs a read-only SQL SELECT against staged DataCanvas dataframes. |
eia_dataframe_drop | Drops a DataCanvas dataframe, freeing its memory. |
The three eia_dataframe_* tools need DataCanvas, which is on by default; eia_dataframe_drop additionally requires EIA_DATAFRAME_DROP_ENABLED=true. With CANVAS_PROVIDER_TYPE=none, which the Claude Desktop bundle sets, they are neither callable nor listed by MCP. Disabled definitions remain in the server manifest with their enable hints. A default deployment lists the first six tools.
Browse accepts route as an alias for path; describe and query accept path as an alias for route. Supplying both spellings is rejected. Whitespace and slashes are normalized, then exactly one complete leading v2 segment is removed: /v2/electricity/retail-sales/ resolves to electricity/retail-sales, and /v2/ browses root. Full URLs, /data suffixes, interior v2, and case remain unchanged.
All four route tools distinguish retryable upstream failures: rate_limited for HTTP 429 or OVER_RATE_LIMIT, upstream_unreachable for transport failures, upstream_unavailable for HTTP service outages, upstream_invalid_response for unusable bodies or missing envelopes, and upstream_timeout when EIA does not answer in time — each attempt is cut at 45 s, and a call's attempts, backoffs, and chained requests share one 56 s deadline, inside the 60 s timeout MCP clients apply. Recovery hints reach both response surfaces. HTTP 501 remains definitive, 504 remains a timeout, and caller cancellation stays cancellation.
eia_browse_routes toolpath for the 14 top-level categories; pass a path to browse its children.isLeaf: describe and query leaves, or browse categories further.route_not_found; EIA rate-limiting, being unreachable, or not answering in time returns retryable rate_limited, upstream_unreachable, or upstream_timeout.eia_describe_route toolroute for facets, data columns, frequencies, and date range. Each facet window is capped at EIA_FACET_VALUE_CAP (default 50); page with facet and values_offset.values_query: each facet keeps the values whose id, name, or alias contains it, ignoring case, and values_offset pages the matches. values_query: "palo verde" on electricity/facility-fuel's plantCode returns 6008 and 57773 in one call. On the balancing-authority facets of electricity routes (respondent, fromba, toba, parent, balancing_authority_code), a value also matches by its ISO/RTO acronym: ERCOT returns ERCO, SPP returns SWPP and SWPW, and CAISO on stateid matches nothing.date_range is metadata for the default frequency; another frequency may extend outside it. Both response surfaces carry this caveat beside the unchanged start/end values.value_count, values_truncated, and, with values_query, values_matched describe each window. A facet whose values EIA did not return is listed in unavailable_facets; the next call retries it.units: "" has no unit in the route metadata. The notice names the eia_query_route row field its unit is in when a row has one ({col}-units, or units or unit on routes whose only column is value), since the unit can differ by row; a column whose rows have no such field, like county or latitude on electricity/operating-generator-capacity, has no unit. The notice also names facet lists EIA publishes partial: international's productId, activityId, and unit cover only its monthly and quarterly series.route_not_found, route_not_queryable, facet_not_found, and retryable facet_unavailable, rate_limited, upstream_unreachable, upstream_timeout.eia_search_routes toolnameplate capacity → electricity/operating-generator-capacity), STEO's 1,469, SEDS's 968, and the Monthly Energy Review's 984 series names (primary energy consumption total or its ID TETCBUS → total-energy, msn: TETCBUS), and facet values. Before any describe, the facet values cover fuel, sector, technology, and coal-rank vocabularies, RTO balancing authorities by name, EIA code, or ISO/RTO acronym (Electric Reliability Council of Texas, ERCO, or ERCOT → respondent: ERCO), and the series and product names of the daily and weekly petroleum and natural-gas routes (Henry Hub → natural-gas/pri/fut, series: RNGWHHD); describing a route adds its own. limit defaults to 10; a larger value returns at most 30 and says so, even on short or empty results. truncated is true when more matches exist. Only the first 256 characters of query are searched, with a notice when it is cut.score (0 exact, 1 no match; above 0.72 is weak) and may carry a filter_hint for eia_query_route. Check indexComplete and indexGaps before trusting a short result set./v2/seriesid lookup before any text search, in any case: ELEC.PRICE.TX-RES.M returns one result, electricity/retail-sales with filter_hint {sectorid: "RES", stateid: "TX"}, frequency: "monthly", and columns: ["price"], ready for eia_query_route. A hit needs no index, so it answers in under a second even on a cold server. When EIA's own lookup reports no rows for the mapping it returns (some AEO IDs), the notice says the query will come back empty. An ID EIA does not recognize (PET.ZZZZZZ.W, or U.S.A, which only looks like one) returns the text search with a notice saying so; a lookup that times out, is rate-limited, or hits an outage does the same with a retry notice, never an error.rate_limited, upstream_unreachable, or upstream_timeout.eia_query_route toolroute, with optional facet-ID filters, columns, frequency, start/end, and sort. Page with offset and length (default 25; a larger value returns at most 5,000 and says so).length rows per page; continue at next_offset (= offset + returned count).YYYY-MM data, a year-only bound means January: end: "2021" stops at 2021-01; use 2021-12 for the full year. Query notices disclose this for either bound without expanding it.start: "2023-01", end: "2023" returns January at monthly. A range is reported as inverted (no_data) only when EIA returns no rows and start selects a later period than end; the message names both periods. At local-hourly each bound needs its hour and UTC offset (2024-02-01T02-06); one without fails as invalid_period before any request. So does a bound EIA would not read as written: a month outside 01–12 or an hour that is not two digits at any frequency, and a day its month lacks or an hour past 23 that rolls into another period at the effective frequency — 2024-02-30 at daily or monthly, 2024-01-31T24 at monthly. At weekly and four-week-average only the day is checked; an hour past 23 is sent, since whether it rolls into another week depends on the route's weekly calendar. A rollover that stays inside the period it names is sent, since EIA answers with that period (2024-02-30 at quarterly is 2024-Q1).total reports the full match count; values remain strings and units appear per row as {col}-units, or as `un只显示了开头部分;其余内容请在仓库中阅读