
Research Scope
io.github.AxelVerneBooks由 GitHub 账号 AxelVerneBooks 发布v0.1.2更新于 Oct 24, 2026
Plan research, score sources for freshness/COI, and enforce claim-level citations in reports.
发布方自己的服务:Scope (AEC) - Preview
概览
一个本地 MCP 服务器,可规划研究、为来源打质量与时效评分,并生成强制逐条引用的报告。
- 可以做什么
- 规划研究:把研究范围转成来源目标计划,并给出证据不足时的终止条件,可选提供领域提示。抓取并评分来源:抓取单个网址,返回可解释的 0–100 质量分,并标注一手来源、时效、付费墙和利益冲突。生成报告:用已评分的来源组装带编号引用和评分附录的报告框架。检查报告:核对每条实质性论断是否至少引用一个已评分来源,并把无引用论断作为错误列表返回。
- 适用场景
- 适合助手撰写需要标明每句话出处的调研报告,或希望在采信报告前机械地核查来源质量与引用覆盖率的场景。
- 运行要求
- 作为本地进程通过 stdio 运行,通常用 npx 启动;文档还提供带端口参数的 Streamable HTTP 模式。npm 包需要 Node.js,抓取和评分来源需要网络访问。未声明账号、API 密钥或环境变量。
安装
在 SourceWeft 中
- 打开 控制台中的 Research Scope,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
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.
来源:README.md,提交 d574931
工具
0版本历史
2- v0.1.2最新Oct 17, 2026
- v0.1.0Oct 16, 2026
评分
已满足适用检查项的 50%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
- 近 30 天内可连通25 分
请保持端点能够响应 MCP 握手;SourceWeft 每 30 天探测一次。
- 已声明认证方式10 分
请在注册中心条目中声明凭据请求头,或保持端点能够响应探测,以便判定其认证方式。
- 已列出工具15 分
请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。
- 描述必需15 分
- 图标10 分
- 文档15 分
- 许可证10 分
其他 Scope 集成

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