
Research Scope
io.github.AxelVerneBooks由 GitHub 帳號 AxelVerneBooks 發布v0.1.2更新於 Oct 24, 2026
Plan research, score sources for freshness/COI, and enforce claim-level citations in reports.
發布方自己的服務:Scope (AEC) - Preview
概覽
一個本機 MCP 伺服器,可規劃研究、為來源打品質與時效分數,並產生強制逐條引用的報告。
- 可以做什麼
- 規劃研究:把研究範圍轉成來源目標計畫,並附上證據不足時的終止條件,可選擇提供領域提示。擷取並評分來源:擷取單一網址,回傳可解釋的 0–100 品質分數,並標示一手來源、時效、付費牆與利益衝突。產生報告:用已評分的來源組出含編號引用與評分附錄的報告骨架。檢查報告:核對每項實質論述是否至少引用一個已評分來源,並把無引用論述以錯誤清單回傳。
- 適用情境
- 適合助理撰寫需要標明每句話出處的調研報告,或希望在採信報告前以機械方式核查來源品質與引用覆蓋率的情境。
- 執行需求
- 以本機程序透過 stdio 執行,通常以 npx 啟動;文件另提供帶埠號參數的 Streamable HTTP 模式。npm 套件需要 Node.js,擷取與評分來源需要網路存取。未宣告帳號、API 金鑰或環境變數。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Research Scope,將其新增到工作區。
- 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
research-scope-mcp
Turn a scattered source set into a decision-ready, traceable report.
research-scope-mcp is an MCP server that runs a research-to-report workflow any
MCP client can drive end to end:
plan_research(scope)— turns a research scope into a source-target plan with kill criteria ("fewer than 1 primary + 2 independent secondaries → stop and report insufficient sources, don't proceed on thin evidence").fetch_and_score(source_url)— crawls one source and returns an explainable 0–100 quality score: primary-source detection, publication freshness, paywall and conflict-of-interest flags — every dimension returned with the evidence.build_report(topic, sources)— assembles a citation-registry report shell (claims section + numbered registry + scoring appendix) for the scored sources.check_report(report)— verifies every substantive claim cites ≥1 scored source. Orphan claims come back as an error list, not a pass.
The problem it solves: agent-written reports that sound confident but can't show where any sentence came from. This server makes scoring and citation coverage mechanically enforced, so the report is auditable by a human in 90 seconds.
Install
Run over stdio (most clients):
Or over Streamable HTTP (remote deployments):
Client config
Drop-in config snippets for Claude Code,
Cursor, and a Cline-friendly
llms-install.md.
Docker
Tools
Example walkthrough
See docs/runs/ for two worked runs with inputs and outputs, and docs/notes/ for what to do when something times out or 401s.
Demo capture
npm run demo:capture (or node tools/demo-capture.mjs) replays the scripted
60-second demo flow against the shipped server — spawn dist/index.js over
stdio with a fresh temp data dir, plan_research → fetch_and_score a .gov page
(real fetch) → build_report, inject one cited claim plus one deliberately
orphan claim, and confirm check_report refuses to bless it — writing each frame
out as a {t, dir, msg} JSONL transcript. By default it targets
docs/marketing/demo-60s/run-capture.jsonl
(the transcript the product-page demo player's footer sha256 is anchored to); it
refuses to overwrite that file without --force. Requires network access for the
one real fetch; repo data/ is never touched.
Scoring rubric
score ≥ 80 → A, ≥ 65 → B, ≥ 45 → C, else D. The rubric is inside
src/scoring/score.ts and returns its evidence, so a score is
auditable, not a vibe.
License
MIT. See SECURITY.md for reporting security issues.
Paid kit
This server is the free, tested core of the Research-to-Report MCP Kit (field guide, worked example packs, setup support). Available at the kit store — link in CHANGELOG.md updates.
來源:README.md,提交 d574931
工具
0版本歷史
2- v0.1.2最新Oct 17, 2026
- v0.1.0Oct 16, 2026
評分
已滿足適用檢查項的 50%
該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。
- 近 30 天內可連通25 分
請保持端點能夠回應 MCP 握手;SourceWeft 每 30 天探測一次。
- 已宣告認證方式10 分
請在註冊中心條目中宣告憑證請求標頭,或保持端點能夠回應探測,以便判定其認證方式。
- 已列出工具15 分
請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。
- 描述必需15 分
- 圖示10 分
- 文件15 分
- 授權條款10 分
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Scope (AEC) - Preview
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Scope (Legal)
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Scope (Claims) - Preview
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Scope 理賠端專業採購的預覽版伺服器:查詢 V2 狀態與服務類別、加入等候名單,並改期已決標的理賠專案。

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