Elemindex

io.github.CloudCorpRecords由 GitHub 帳號 CloudCorpRecords 發布v0.1.0更新於 Nov 7, 2026

Research-intensity trends, papers and metrics for the 118 chemical elements and topics.

已驗證STDIO僅桌面知識與記憶資料與分析

概覽

AI 產生的概覽

連接 Elements Live 研究索引的本機橋接服務,讓助理查詢 118 種化學元素及相關主題的研究熱度與熱門論文。

可以做什麼
  • 以自然語言或已知論文提出文獻問題,依多種視角回傳閱讀清單
  • 查詢單一元素的目前研究強度,以及主題的強度、歷史與論文數量
  • 把自由文字查詢解析成主題識別碼,再取得逐年或逐月的趨勢歷史
  • 列出主題或元素的熱門論文,可依影響力、最新或奠基性排序
  • 用布林篩選器限定多詞問題,並把結果轉成排序後的論文清單
適用情境
適合讓助理回答化學、材料或物理領域的文獻問題,判斷某個研究方向有多活躍,或找出某個元素、某個主題值得閱讀的論文。
執行需求
透過 npx 或 Docker 在本機執行,需要網路存取上游 Elements Live 端點。可選環境變數 ELEMENTS_LIVE_MCP_URL(覆寫端點)與 ELEMENTS_LIVE_API_KEY(以 bearer 權杖送出)。部分工具在上游需要付費帳戶等級;未設定金鑰時,部分呼叫需按次以 USDC 經 x402 付費。
安裝前請注意
此橋接本身不儲存資料,會把呼叫轉送到上游,因此問題與參數會傳送給第三方服務。部分工具需要付費帳戶等級,未設定金鑰時某些呼叫每次需支付 0.01 或 0.10 USDC(Base 或 Solana)。若設定了 ELEMENTS_LIVE_API_KEY,它會在每次上游請求中作為 bearer 權杖送出。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Elemindex,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

elemindex

elemindex is a thin local bridge to the Elements Live hosted MCP server, a research index that tracks how much attention each of the 118 chemical elements — and a wider set of research subjects such as compounds, materials and topics — is getting in the literature, and which papers sit behind those numbers.

The bridge holds no data and computes nothing. It serves the upstream server's tool list locally — exactly as captured from the live endpoint — and forwards each tool call upstream, returning the result untouched. A few upstream tools are free, while others are described upstream as requiring a paid account tier; that gating is the upstream's own, stated in the tool descriptions themselves. This client adds no gating and no payment machinery: it optionally forwards one credential, described under Configuration, and otherwise sends no credential of its own.

Tools

  • research — the literature entry point. Ask a broad or specific chemistry, materials or physics question in plain words (q), or start from a known paper (paper: a DOI or title). Reading lists come back in four lenses — relevant, foundational, now and newest — controlled with lenses, plus page and page_size for paging. No argument is required by the schema.
  • get_element_ri — the current Research Intensity (RIS) for one element, with a citation URL. Required: symbol — a symbol such as Fe, a name such as Iron, or an atomic number also work.
  • search_subjects — resolve a free-text query (a compound, material or research topic) to the subject_type / subject_id pair the subject tools need. Required: query.
  • get_subject_ri — RI, RIS, HRI and paper count for one research topic, keyword or sector. Required: subject_type (keyword or sector) and subject_id; resolve both with search_subjects first.
  • get_subject_history — the full RIS/HRI history for one subject, at yearly resolution by default or monthly when asked. Required: subject_type and subject_id.
  • get_subject_papers — the top papers for one subject: title, DOI, venue, year and citations. Required: subject_type and subject_id. Optional: limit (default 20, capped at 100) and sort (impact, newest or foundational).
  • get_element_papers — the top papers for one element, optionally narrowed with keyword to one of that element's materials or applications. Required: symbol. Optional: limit and sort, as above.
  • lab_quote — scope a multi-term question with a boolean filter (query, or markdown carrying the filter in a fenced block). Returns match counts and a quote_id; read its warnings before trusting the filter, since unsupported terms are dropped. No argument is required by the schema.
  • lab_run — turn a lab_quote result into its ranked papers. Required: quote_id. Optional: depth (papers_20 by default, or papers_100).

Configuration

  • ELEMENTS_LIVE_MCP_URL (optional) — override the upstream endpoint. Defaults to https://www.elements-live.com/mcp. (The override hook is this rebuild's own labelled reconstruction.)
  • ELEMENTS_LIVE_API_KEY (optional) — when set, its value is sent as Authorization: Bearer <key> on every upstream request. When it is not set, no authorization header is sent at all. (This forwarding is this rebuild's own labelled reconstruction; the original capture was taken keyless.)

Forwarding mechanics

On the first tool call the client opens a streamable HTTP session with the upstream: a JSON-RPC initialize request (protocolVersion 2025-03-26, clientInfo name elemindex), then a notifications/initialized notification, then the tools/call request carrying the caller's arguments unchanged. When the upstream answers initialize with an Mcp-Session-Id header, that value rides on every later request of the session, which is reused for the life of the process. Replies may arrive as plain JSON or as server-sent events; both are read.

Successful upstream results pass through verbatim, including any isError flag the upstream sets. Failures — a JSON-RPC error, a non-2xx status, an unreadable response, or a request that cannot be completed — come back as an isError result whose text starts with elemindex error: (this rendering is this rebuild's own labelled reconstruction).

CLI

Each tool is also a subcommand taking one JSON argument string (omit it for tools that take none):

bash
npx @reneturcios/elemindex get_element_ri '{"symbol":"Fe"}'npx @reneturcios/elemindex search_subjects '{"query":"solid electrolyte"}'npx @reneturcios/elemindex researchnpx @reneturcios/elemindex --version

Exit codes: 0 on success, 1 on an isError result, 2 on a usage error.

MCP server

bash
npx -y @reneturcios/elemindex mcp

MCP client config:

json
{  "mcpServers": {    "elemindex": {      "command": "npx",      "args": ["-y", "@reneturcios/elemindex", "mcp"]    }  }}

Docker

bash
docker run -i ghcr.io/cloudcorprecords/elemindexdocker run --rm ghcr.io/cloudcorprecords/elemindex --version

The container's default command is mcp, so the first form is a stdio MCP server; any other arguments reach the CLI normally.

Development

bash
npm installnpm run buildnpm testnpm run dev

The test suite runs entirely against a stubbed JSON-RPC upstream — no live network calls.

License

MIT — see LICENSE.

來源:README.md,提交 f87c546

工具

9

research

Research reading lists

CALL THIS FIRST for a literature question about chemistry, materials or physics research -- a broad one ('what matters in X') or a specific process or parameter one (a deposition condition, a property value, a defect mechanism). Send the question in plain words (q), or a paper you already know (paper: DOI or title). Returns reading lists in four lenses: relevant (the papers whose TITLE AND ABSTRACT best match the question, across the whole corpus, BM25 -- start here for a specific question), foundational (the classics the question's own papers cite most), now (highest impact, young papers' citations projected) and newest (last two years); plus the research communities and element sub-communities the question is about, with why each matched and whether it is rising. Put the question's key terms in q: filler words are ignored. unmatched_terms lists words that matched nothing; rephrase those. Each paper carries its DOI, a one-line reason and its abstract where one is on file. Our corpus is curated, not complete: the relevant lens also brings up to 3 of every 10 results from OpenAlex, marked source='openalex' and labelled not yet curated. One page = up to 10 papers per lens; ask for page 2+ only if needed. Requires a Personal+ account. Without a key, pay per call: $0.05 in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數qpagepaperlensespage_size

get_element_ri

Element research intensity

Get current Research Intensity (RIS) for one of the 118 chemical elements, with a citation URL. No API key needed. Historical RI (HRI) is included with a Personal+ key.

輸入參數symbol必填

search_subjects

Search research subjects

Resolve a free-text query (a compound, material, or research topic) to its subject_type/subject_id for use with get_subject_ri. Free with any API key. Without a key, pay per call: $0.01 in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數query必填

get_subject_ri

Subject research intensity

Get RI, RIS, HRI and paper count for one research topic/keyword/sector. Requires a Personal+ account -- call search_subjects first to resolve subject_type/subject_id. Without a key, pay per call: $0.01 in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數subject_id必填subject_type必填

get_subject_history

Subject research history

Full yearly (or monthly) RIS/HRI history for one topic/keyword/sector. Requires a Personal+ account. Without a key, pay per call: $0.10 in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數resolutionsubject_id必填subject_type必填

get_subject_papers

Top papers for a subject

The top papers for one research topic (resolve it with search_subjects first) -- title, DOI, venue, year, citations. Use it when asked what to READ about a specific topic, rather than how active it is. sort=impact (default) favours recent, well-cited work; sort=foundational gives the most-cited classics; sort=newest the latest. Each paper carries its abstract where one is on file (about 6 in 10). Requires a Personal+ account. Capped at 100 papers with no pagination. Without a key, pay per call: $0.02 for up to 20 papers, $0.10 for up to 100, in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數sortlimitsubject_id必填subject_type必填

get_element_papers

Top papers for an element

The top papers for one element, narrowed with keyword to one of its materials or applications (e.g. symbol='Al', keyword='aluminum nitride'; the keyword must name one of the element's topics exactly, case aside -- search_subjects finds topic names). Returns title, DOI, venue, year, citations. sort=impact (default) favours recent, well-cited work; sort=foundational gives the most-cited classics; sort=newest the latest. Each paper carries its abstract where one is on file (about 6 in 10). Requires a Personal+ account. Capped at 100 papers with no pagination. Without a key, pay per call: $0.02 for up to 20 papers, $0.10 for up to 100, in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數sortlimitsymbol必填keyword

lab_quote

Lab: scope a filtered query

Scope a multi-term question with a boolean filter: +must -exclude "exact topic" (a OR b) wild* year:2015..2026, over element symbols or names and EXACT topic names (e.g. +Li +Co "solid electrolyte" -sulfide). Words that are neither are DROPPED, and wildcards can expand into unrelated fields: read `warnings` first -- it lists every dropped term with the nearest topics, every abbreviation read as a topic, and every wildcard expansion. Returns how many papers match, by year and by research community, the nearest broader query when nothing matches, and a quote_id that lab_run turns into the ranked papers. Narrow filters (two elements + one topic) work best. Requires a Professional+ account. Without a key, pay per call: $0.01 in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數querymarkdown

lab_run

Lab: papers for a quote

Get the papers for a lab_quote: pass its quote_id and a depth (papers_20 or papers_100) to get the top papers matching the quoted filter, ranked by impact, with the curation behind each rank. Each paper carries its abstract where one is on file (about 6 in 10). A stale or expired quote is refused. Requires a Professional+ account. Without a key, pay per call: the quoted price of the depth, less the $0.01 quote credit in USDC on Base or Solana via x402 (send the payment in _meta["x402/payment"]).

輸入參數depthquote_id必填

版本歷史

1
  1. v0.1.0最新Nov 5, 2026

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