Research Scope
Plan research, score sources for freshness/COI, and enforce claim-level citations in reports.
التثبيت
خطوات التثبيت موجودة في التوثيق أدناه. التوثيق
التوثيق
مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.
المحتويات
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
npm install -g research-scope-mcp # once published; local: npm ci && npm run build
Run over stdio (most clients):
npx research-scope-mcp
Or over Streamable HTTP (remote deployments):
npx research-scope-mcp --http --port 3001
# unauthenticated requests get 401 + WWW-Authenticate discovery, never a bare 403
Client config
Drop-in config snippets for Claude Code,
Cursor, and a Cline-friendly
llms-install.md.
Docker
docker build -t research-scope-mcp -f docker/Dockerfile .
docker run --rm -i -p 3001:3001 research-scope-mcp --http --port 3001
Tools
| Tool | Input | Output |
|---|---|---|
plan_research | scope, optional domain_hints | source-target plan with kill criteria |
fetch_and_score | source_url | 0–100 score + flags (primary, freshness, paywall, COI), registered for reporting |
build_report | topic, sources[] (must already be scored) | report shell saved under data/reports/, [Sn] citation numbering |
check_report | report_id or report_path | pass/fail + orphan-claim error list |
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
| Dimension | Max | Notes |
|---|---|---|
| Availability & substance | 20 | extractable text length |
| Primary-source status | 32 | host class (gov/edu/filings) or self-published primary (press/announcement paths) |
| Freshness | 24 | ≤30d full marks, decays to 2 at >5y, 0 if undetectable |
| Access | 12 | paywall/registration walls lose marks |
| Independence | 12 | sponsored/affiliate/partnership markers |
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.
الأسئلة الشائعة
ما هو Research Scope؟
Plan research, score sources for freshness/COI, and enforce claim-level citations in reports.
كيف أثبّت Research Scope؟
اتبع خطوات التثبيت في توثيقه المعروض في هذه الصفحة وفي مستودعه.
هل Research Scope مفتوح المصدر؟
نعم. شيفرته متاحة على GitHub بترخيص MIT.
من يصون Research Scope؟
ينشره AxelVerneBooks. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.
من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.