From ce15831d19b86ed2f6a41eb802e712a943a6a934 Mon Sep 17 00:00:00 2001 From: Euloge Date: Fri, 23 Oct 2026 07:04:08 +0200 Subject: [PATCH] feat(elos): MCP server to connect ELOS to local agents (Hermes) mcp/elos-server.ts (stdio, official MCP SDK 1.32.1) exposes six tools built on the existing, tested modules: grounded answers with citations (and Socratic mode), cited study packs (flashcards, quiz, sheet, audio overview script, prerequisite paths), local English correction, oral roleplays, Daily English vocabulary and FSRS vs Leitner replay. Privacy: no network access; course files are read only from an explicitly configured ELOS_SOURCES_DIR (synthetic demo documents otherwise); knowledge-private/, secret files and paths outside the root are refused; tool descriptions state that results go to the agent's model provider. Integration tests drive the server with a real MCP client. Setup for Hermes in docs/integrations/HERMES.md. Co-Authored-By: Claude Opus 5.5 --- docs/integrations/HERMES.md | 41 ++ mcp/elos-server.ts | 194 ++++++ package-lock.json | 781 +++++++++++++++++++++- package.json | 2 + tests/integration/mcp/elos-server.test.ts | 87 +++ 5 files changed, 1083 insertions(+), 22 deletions(-) create mode 100644 docs/integrations/HERMES.md create mode 100644 mcp/elos-server.ts create mode 100644 tests/integration/mcp/elos-server.test.ts diff --git a/docs/integrations/HERMES.md b/docs/integrations/HERMES.md new file mode 100644 index 0000000..c78ee68 --- /dev/null +++ b/docs/integrations/HERMES.md @@ -0,0 +1,41 @@ +# ELOS dans Hermes Agent (MCP) + +ELOS expose ses outils d’étude à un agent local via un serveur MCP en stdio : `mcp/elos-server.ts`. +Aucun accès réseau ; les modules utilisés sont ceux de l’application (Studio, Daily English, évaluateur FSRS). + +| Outil | Rôle | +|---|---| +| `elos_ask_sources` | Réponse composée uniquement de phrases citées des cours (page / section) ; mode `socratic` (question + indices) | +| `elos_study_pack` | Flashcards, quiz, fiche, script de résumé audio, parcours de prérequis (dérivés, jamais de maîtrise) | +| `elos_correct_english` | Correction locale des erreurs fréquentes des francophones, explications en français | +| `elos_roleplay` | Jeux de rôle oraux écrits à la main (stand-up, incident, entretien), évaluation locale | +| `elos_vocabulary` | Vocabulaire Daily English (150 mots, 5 packs) | +| `elos_compare_schedulers` | Rejeu de journaux de révision : FSRS-4.5 vs Leitner ELOS | + +## Installation + +```bash +REPO=~/Desktop/Developer/daily-english-mission +hermes mcp add elos --command "$(command -v node)" --args \ + --experimental-strip-types --no-warnings --import "$REPO/tests/register-loader.mjs" "$REPO/mcp/elos-server.ts" +hermes mcp test elos # connexion + 6 outils +``` + +Dans une session Hermes déjà ouverte : `/reload-mcp`. + +## Confidentialité + +Les résultats des outils sont envoyés par Hermes à **son** fournisseur de modèle. Par défaut le serveur n’utilise que les +documents synthétiques de démonstration. Pour l’ouvrir à tes cours, définis explicitement un dossier : + +```bash +hermes mcp remove elos +hermes mcp add elos --command "$(command -v node)" --env ELOS_SOURCES_DIR=/chemin/vers/mes-cours --args \ + --experimental-strip-types --no-warnings --import "$REPO/tests/register-loader.mjs" "$REPO/mcp/elos-server.ts" +``` + +Garde-fous : seuls `.pdf`, `.md`, `.txt` sous ce dossier ; `knowledge-private/`, fichiers secrets (`.env`, `*.secret`, +`*.private`) et chemins hors du dossier refusés ; 200 fichiers et 25 Mo par fichier au maximum ; PDF scannés ignorés. +N’y mets pas de documents d’entreprise internes, de données personnelles d’autrui ni de secrets. + +Le serveur est lancé depuis ce dépôt : garde une branche qui contient `mcp/` (par exemple `main-public`). diff --git a/mcp/elos-server.ts b/mcp/elos-server.ts new file mode 100644 index 0000000..acc2d33 --- /dev/null +++ b/mcp/elos-server.ts @@ -0,0 +1,194 @@ +// ELOS MCP server (stdio): exposes Engineer Learning OS study tools to a local +// agent such as Hermes. Everything runs on this machine; no network access. +// +// Privacy: tool results are sent by the calling agent to ITS model provider. +// Course files are therefore read only from ELOS_SOURCES_DIR, which must be set +// explicitly; without it the server uses the synthetic demo documents. +// knowledge-private/, secret files and paths outside the root are refused. +// +// Run: node --experimental-strip-types --import ./tests/register-loader.mjs mcp/elos-server.ts +import { readdirSync, readFileSync, statSync } from "node:fs"; +import path from "node:path"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { z } from "zod"; +import { answerFromSources, deriveFlashcards, deriveQuiz, revisionSheet, socraticPrompt } from "../src/modules/learning-studio/core.ts"; +import { SYNTHETIC_DOCUMENTS } from "../src/modules/learning-studio/fixtures.ts"; +import { buildImportedDocument, textToSections, type RawPage } from "../src/modules/learning-studio/import.ts"; +import { buildAudioOverview } from "../src/modules/learning-studio/overview.ts"; +import { derivePrerequisites, remediationPath } from "../src/modules/learning-studio/prerequisites.ts"; +import type { StudioDocument } from "../src/modules/learning-studio/types.ts"; +import { analyzeProduction } from "../src/modules/daily-english/local-mission.ts"; +import { ROLEPLAY_SCENARIOS, evaluateTurn } from "../src/modules/daily-english/roleplay.ts"; +import { VOCABULARY, VOCABULARY_PACKS } from "../src/modules/daily-english/vocabulary.ts"; +import { replaySchedulers, type ReviewEvent } from "../src/modules/scientific-pedagogy/replay.ts"; + +const MAX_FILES = 200; +const MAX_FILE_BYTES = 25 * 1024 * 1024; +const FORBIDDEN = /(^|[\\/])(knowledge-private|\.git|node_modules)([\\/]|$)|\.(secret|private|env)$|(^|[\\/])\.env/i; + +export function sourcesRoot(env: NodeJS.ProcessEnv = process.env): string | null { + const root = env.ELOS_SOURCES_DIR?.trim(); + return root ? path.resolve(root) : null; +} + +/** Resolves a path inside the allowed root, refusing traversal and private locations. */ +export function allowedPath(root: string, candidate: string): string { + const resolved = path.resolve(root, candidate); + if (resolved !== root && !resolved.startsWith(root + path.sep)) throw new Error("PATH_OUTSIDE_SOURCES_DIR"); + if (FORBIDDEN.test(path.relative(root, resolved))) throw new Error("PATH_FORBIDDEN"); + return resolved; +} + +function listFiles(root: string): string[] { + const out: string[] = []; + const walk = (dir: string) => { + for (const name of readdirSync(dir).sort()) { + if (out.length >= MAX_FILES) return; + const full = path.join(dir, name); + if (FORBIDDEN.test(path.relative(root, full)) || name.startsWith(".")) continue; + const info = statSync(full); + if (info.isDirectory()) walk(full); + else if (/\.(pdf|md|markdown|txt)$/i.test(name) && info.size <= MAX_FILE_BYTES) out.push(full); + } + }; + walk(root); + return out; +} + +async function pdfPages(file: string): Promise { + const { getDocument } = await import("pdfjs-dist/legacy/build/pdf.mjs"); + const task = getDocument({ data: new Uint8Array(readFileSync(file)), useSystemFonts: true }); + try { + const pdf = await task.promise; + const pages: RawPage[] = []; + for (let pageNumber = 1; pageNumber <= pdf.numPages; pageNumber += 1) { + const content = await (await pdf.getPage(pageNumber)).getTextContent(); + let text = ""; + for (const item of content.items) if ("str" in item) text += item.str + (item.hasEOL ? "\n" : " "); + pages.push({ pageNumber, text }); + } + return pages; + } finally { + await task.destroy(); + } +} + +/** Loads the learner's course files (or the synthetic demo documents when no root is configured). */ +export async function loadSources(root: string | null): Promise { + if (!root) return [...SYNTHETIC_DOCUMENTS]; + const documents: StudioDocument[] = []; + for (const file of listFiles(root)) { + const relative = path.relative(root, file); + const metadata = { title: relative, subjectLabel: path.dirname(relative) === "." ? "Mes cours" : path.dirname(relative), chapter: "", docType: "COURS" as const }; + try { + const pdf = /\.pdf$/i.test(file); + const pages = pdf ? await pdfPages(file) : textToSections(readFileSync(file, "utf8")); + documents.push(buildImportedDocument(`file:${relative}`, metadata, pages, pdf ? "page" : "section", new Date(statSync(file).mtimeMs))); + } catch { + // Unreadable or scanned file: skipped (no OCR in the agent server, nothing invented). + } + } + return documents; +} + +const json = (value: unknown) => ({ content: [{ type: "text" as const, text: JSON.stringify(value, null, 2) }] }); +const cite = (documents: readonly StudioDocument[], citation: { documentId: string; pageNumber: number; quote: string }) => { + const document = documents.find((item) => item.id === citation.documentId); + return { source: document?.title ?? citation.documentId, [document?.unit === "section" ? "section" : "page"]: citation.pageNumber, quote: citation.quote }; +}; + +export function createServer(env: NodeJS.ProcessEnv = process.env): McpServer { + const root = sourcesRoot(env); + const server = new McpServer({ name: "elos", version: "0.3.0" }); + const sourceNote = root ? `Sources: course files under ELOS_SOURCES_DIR (${path.basename(root)}).` : "Sources: synthetic demo documents (ELOS_SOURCES_DIR not set)."; + const privacy = "Passages returned here are sent by the agent to its model provider."; + + server.registerTool("elos_ask_sources", { + title: "Ask the course sources", + description: `Answer a question ONLY with sentences quoted from the learner's course sources, with page/section citations; says so when the sources do not contain the answer. mode "socratic" returns a guiding question and graduated hints instead of the answer. ${sourceNote} ${privacy}`, + inputSchema: { question: z.string().min(2), mode: z.enum(["sourced", "socratic"]).default("sourced") }, + }, async ({ question, mode }) => { + const documents = await loadSources(root); + if (mode === "socratic") { + const prompt = socraticPrompt(documents, question); + return json(prompt ? { question: prompt.question, hints: prompt.hints.map((hint) => hint.text), citations: prompt.citations.map((c) => cite(documents, c)) } + : { answer: "Not found in the sources." }); + } + const answer = answerFromSources(documents, question); + return json({ answer: answer.answer, grounded: answer.citations.length > 0, uncertainty: answer.uncertainty, citations: answer.studioCitations.map((c) => cite(documents, c)) }); + }); + + server.registerTool("elos_study_pack", { + title: "Build study material from the sources", + description: `Derive study material from the course sources: flashcards, quiz, revision sheet, audio overview script or prerequisite paths. Every item is cited and DERIVED (never counts as mastery). ${sourceNote} ${privacy}`, + inputSchema: { kind: z.enum(["flashcards", "quiz", "sheet", "audio_overview", "prerequisites"]), limit: z.number().int().min(1).max(50).default(10) }, + }, async ({ kind, limit }) => { + const documents = await loadSources(root); + const cards = deriveFlashcards(documents); + if (kind === "flashcards") return json(cards.slice(0, limit).map((card) => ({ front: card.term, back: card.definition, citation: cite(documents, card.citations[0]) }))); + if (kind === "quiz") return json(deriveQuiz(documents, limit).map((q) => ({ prompt: q.prompt, choices: q.choices, answer: q.answer, citation: cite(documents, q.citations[0]) }))); + if (kind === "sheet") return json(revisionSheet(documents).slice(0, limit).map((entry) => ({ term: entry.term, definition: entry.definition, citation: cite(documents, entry.citations[0]) }))); + if (kind === "audio_overview") return json(buildAudioOverview(documents).segments.map((segment) => ({ kind: segment.kind, text: segment.text, pauseAfterMs: segment.pauseAfterMs }))); + const relations = derivePrerequisites(cards); + return json(cards.map((card) => remediationPath(card.term, cards, relations)) + .filter((pathItem) => pathItem.prerequisites.length || pathItem.confusedWith.length).slice(0, limit) + .map((pathItem) => ({ notion: pathItem.term, reviewFirst: pathItem.prerequisites.map((step) => step.term), confusedWith: pathItem.confusedWith }))); + }); + + server.registerTool("elos_correct_english", { + title: "Correct English (local rules)", + description: "Correct frequent French-speaker errors in an English text with deterministic local rules; explanations in French. Optionally checks which target words were used.", + inputSchema: { text: z.string().min(1).max(5000), target_words: z.array(z.string()).max(50).default([]) }, + }, async ({ text, target_words }) => { + const result = analyzeProduction(text, target_words.map((word) => ({ id: word, word }))); + return json({ corrected: result.correctedText, errors: result.feedback.errors, targetWordsUsed: result.usedWordIds, targetWordsMissing: result.missingWords }); + }); + + server.registerTool("elos_roleplay", { + title: "Oral roleplay scenarios", + description: "Hand-written professional English roleplays (stand-up, incident report, apprenticeship interview). Without arguments: list scenarios. With scenario_id and turn: the interlocutor line and task. With answer: local evaluation (communicative goals, vocabulary, corrections).", + inputSchema: { scenario_id: z.string().optional(), turn: z.number().int().min(1).default(1), answer: z.string().max(3000).optional() }, + }, async ({ scenario_id, turn, answer }) => { + if (!scenario_id) return json(ROLEPLAY_SCENARIOS.map((s) => ({ id: s.id, title: s.title, level: s.level, context: s.context, turns: s.turns.length }))); + const scenario = ROLEPLAY_SCENARIOS.find((s) => s.id === scenario_id); + const step = scenario?.turns[turn - 1]; + if (!scenario || !step) return json({ error: "Unknown scenario or turn." }); + if (!answer) return json({ interlocutor: step.interlocutor, task: step.task, suggestedVocabulary: step.vocabulary, turnsTotal: scenario.turns.length }); + const feedback = evaluateTurn(step, answer); + return json({ score: feedback.score, goals: feedback.goals, vocabularyUsed: feedback.vocabularyUsed, corrections: feedback.corrections, corrected: feedback.correctedText, modelAnswer: step.modelAnswer }); + }); + + server.registerTool("elos_vocabulary", { + title: "Daily English vocabulary", + description: "Look up the Daily English vocabulary (150 words in 5 packs: core, networking, cybersecurity, meetings, career) with French translation and example sentence.", + inputSchema: { pack: z.enum(["core", "networking", "cybersecurity", "meetings", "career"]).optional(), word: z.string().optional() }, + }, async ({ pack, word }) => { + if (word) return json(VOCABULARY.filter((entry) => entry.word.toLowerCase() === word.toLowerCase())); + if (pack) return json(VOCABULARY.filter((entry) => entry.pack === pack)); + return json(VOCABULARY_PACKS.map((item) => ({ id: item.id, label: item.label, level: item.level, words: item.entries.length }))); + }); + + server.registerTool("elos_compare_schedulers", { + title: "Compare spaced-repetition schedulers", + description: "Replay review logs (open-spaced-repetition TSV format: review_time, card_id, review_rating) located under ELOS_SOURCES_DIR, comparing FSRS-4.5 with the current ELOS Leitner ladder (log-loss, Brier; lower is better).", + inputSchema: { files: z.array(z.string()).min(1).max(20) }, + }, async ({ files }) => { + if (!root) return json({ error: "ELOS_SOURCES_DIR is not set." }); + return json(files.map((file) => { + const resolved = allowedPath(root, file); + const [header, ...lines] = readFileSync(resolved, "utf8").trim().split("\n"); + const columns = header.split("\t"); + const [at, card, rating] = ["review_time", "card_id", "review_rating"].map((name) => columns.indexOf(name)); + if (at < 0 || card < 0 || rating < 0) return { file, error: "Unexpected columns." }; + const events: ReviewEvent[] = lines.map((line) => { const c = line.split("\t"); return { itemId: c[card], at: Number(c[at]), success: Number(c[rating]) > 1 }; }); + return { file, ...replaySchedulers(events) }; + })); + }); + + return server; +} + +if (import.meta.url === `file://${process.argv[1]}`) { + await createServer().connect(new StdioServerTransport()); +} diff --git a/package-lock.json b/package-lock.json index e825936..0edd4bd 100644 --- a/package-lock.json +++ b/package-lock.json @@ -15,6 +15,7 @@ "@hookform/resolvers": "^5.1.1", "@huggingface/transformers": "4.3.1", "@mdxeditor/editor": "^3.39.1", + "@modelcontextprotocol/sdk": "1.32.1", "@prisma/client": "^6.11.1", "@radix-ui/react-accordion": "^1.2.11", "@radix-ui/react-alert-dialog": "^1.1.14", @@ -1193,6 +1194,18 @@ "@formatjs/fast-memoize": "3.1.7" } }, + "node_modules/@hono/node-server": { + "version": "2.1.5", + "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-2.1.5.tgz", + "integrity": "sha512-MgP/I06GdvsilDspMk/qmRzpk8LOUStP6jFAbSRi40W09DhoyUn+Mj7eyKICPqeYKybOjVFLVIAQzvu1bfIa7Q==", + "license": "MIT", + "engines": { + "node": ">=20" + }, + "peerDependencies": { + "hono": "^4 || ^5.0.0-0" + } + }, "node_modules/@hookform/resolvers": { "version": "5.9.1", "resolved": 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"sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==", + "license": "MIT", + "engines": { + "node": ">=0.6" + } + }, "node_modules/tr46": { "version": "0.0.3", "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz", @@ -15367,6 +16054,24 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/type-is": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.1.0.tgz", + "integrity": "sha512-faYHw0anBbc/kWF3zFTEnxSFOAGUX9GFbOBthvDdLsIlEoWOFOtS0zgCiQYwIskL9iGXZL3kAXD8OoZ4GmMATA==", + "license": "MIT", + "dependencies": { + "content-type": "^2.0.0", + "media-typer": "^1.1.0", + "mime-types": "^3.0.0" + }, + "engines": { + "node": ">= 18" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/express" + } + }, "node_modules/typed-array-buffer": { "version": "1.0.3", "resolved": "https://registry.npmjs.org/typed-array-buffer/-/typed-array-buffer-1.0.3.tgz", @@ -15617,6 +16322,15 @@ "url": "https://opencollective.com/unified" } }, + "node_modules/unpipe": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz", + "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==", + "license": "MIT", + "engines": { + "node": ">= 0.8" + } + }, "node_modules/unrs-resolver": { "version": "1.12.2", "resolved": "https://registry.npmjs.org/unrs-resolver/-/unrs-resolver-1.12.2.tgz", @@ -15800,6 +16514,15 @@ "node": ">=8" } }, + "node_modules/vary": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz", + "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==", + "license": "MIT", + "engines": { + "node": ">= 0.8" + } + }, "node_modules/vaul": { "version": "1.1.2", "resolved": "https://registry.npmjs.org/vaul/-/vaul-1.1.2.tgz", @@ -15895,7 +16618,6 @@ "version": "2.0.2", "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz", "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==", - "dev": true, "license": "ISC", "dependencies": { "isexe": "^2.0.0" @@ -16006,6 +16728,12 @@ "node": ">=0.10.0" } }, + "node_modules/wrappy": { + "version": "1.0.2", + "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", + "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", + "license": "ISC" + }, "node_modules/xtend": { "version": "4.0.2", "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz", @@ -16085,6 +16813,15 @@ "url": "https://github.com/sponsors/colinhacks" } }, + "node_modules/zod-to-json-schema": { + "version": "3.25.2", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz", + "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==", + "license": "ISC", + "peerDependencies": { + "zod": "^3.25.28 || ^4" + } + }, "node_modules/zod-validation-error": { "version": "4.0.2", "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz", diff --git a/package.json b/package.json index 4ed3ffa..a6b08ba 100644 --- a/package.json +++ b/package.json @@ -24,6 +24,7 @@ "build": "node scripts/vendor-ort.mjs && next build && node scripts/post-build-standalone.mjs", "start": "cd .next/standalone && NODE_ENV=production node server.js 2>&1 | tee ../../server.log", "lint": "eslint .", + "mcp:elos": "node --experimental-strip-types --no-warnings --import ./tests/register-loader.mjs mcp/elos-server.ts", "typecheck": "tsc --noEmit", "test": "node --test --experimental-strip-types --import ./tests/register-loader.mjs \"tests/unit/**/*.test.ts\" \"tests/integration/**/*.test.ts\" \"tests/integration/**/*.test.cjs\"", "validate:v1:local": "node scripts/validate-v1-local.mjs", @@ -41,6 +42,7 @@ "@hookform/resolvers": "^5.1.1", "@huggingface/transformers": "4.3.1", "@mdxeditor/editor": "^3.39.1", + "@modelcontextprotocol/sdk": "1.32.1", "@prisma/client": "^6.11.1", "@radix-ui/react-accordion": "^1.2.11", "@radix-ui/react-alert-dialog": "^1.1.14", diff --git a/tests/integration/mcp/elos-server.test.ts b/tests/integration/mcp/elos-server.test.ts new file mode 100644 index 0000000..1993326 --- /dev/null +++ b/tests/integration/mcp/elos-server.test.ts @@ -0,0 +1,87 @@ +import assert from "node:assert/strict"; +import { mkdtempSync, mkdirSync, writeFileSync } from "node:fs"; +import { tmpdir } from "node:os"; +import path from "node:path"; +import test, { after, before } from "node:test"; +import { Client } from "@modelcontextprotocol/sdk/client/index.js"; +import { StdioClientTransport } from "@modelcontextprotocol/sdk/client/stdio.js"; + +const repo = path.resolve(import.meta.dirname, "../../.."); +const sources = mkdtempSync(path.join(tmpdir(), "elos-mcp-")); +mkdirSync(path.join(sources, "reseaux")); +mkdirSync(path.join(sources, "knowledge-private")); +writeFileSync(path.join(sources, "reseaux", "vlan.md"), "# Réseaux\nUn VLAN est un réseau local virtuel qui isole des machines sur un même commutateur.\n\nUne passerelle désigne le routeur vers lequel une machine envoie les paquets destinés à d'autres réseaux.\n"); +writeFileSync(path.join(sources, "knowledge-private", "secret.md"), "Le code secret désigne une valeur privée qui ne doit jamais sortir.\n"); +writeFileSync(path.join(sources, "revlog.tsv"), "review_time\tcard_id\treview_rating\n" + + Array.from({ length: 40 }, (_, i) => `${Date.UTC(2026, 0, 1) + Math.floor(i / 4) * 5 * 86_400_000 + (i % 4) * 3_600_000_000}\tc${i % 4}\t${i % 7 ? 3 : 1}`).join("\n")); + +function client(env: Record) { + const transport = new StdioClientTransport({ + command: process.execPath, + args: ["--experimental-strip-types", "--no-warnings", "--import", "./tests/register-loader.mjs", "mcp/elos-server.ts"], + cwd: repo, env: { PATH: process.env.PATH ?? "", ...env }, stderr: "ignore", + }); + const c = new Client({ name: "elos-test", version: "1.0.0" }); + return { c, connect: () => c.connect(transport) }; +} +const text = (result: unknown) => JSON.parse((result as { content: { text: string }[] }).content[0].text); + +const withSources = client({ ELOS_SOURCES_DIR: sources }); +before(() => withSources.connect()); +after(() => withSources.c.close()); + +test("server lists the ELOS tools", async () => { + const { tools } = await withSources.c.listTools(); + assert.deepEqual(tools.map((tool) => tool.name).sort(), ["elos_ask_sources", "elos_compare_schedulers", "elos_correct_english", "elos_roleplay", "elos_study_pack", "elos_vocabulary"]); + assert.match(tools.find((tool) => tool.name === "elos_ask_sources")!.description!, /model provider/); +}); + +test("answers come only from the configured sources, with a section citation", async () => { + const result = text(await withSources.c.callTool({ name: "elos_ask_sources", arguments: { question: "Qu'est-ce qu'un VLAN ?" } })); + assert.equal(result.grounded, true); + assert.match(result.answer, /VLAN est un réseau local virtuel/); + assert.equal(result.citations[0].source, path.join("reseaux", "vlan.md")); + assert.equal(result.citations[0].section, 1); + const outside = text(await withSources.c.callTool({ name: "elos_ask_sources", arguments: { question: "Recette de la pizza napolitaine ?" } })); + assert.equal(outside.grounded, false); +}); + +test("knowledge-private is never read", async () => { + const result = text(await withSources.c.callTool({ name: "elos_ask_sources", arguments: { question: "Que désigne le code secret ?" } })); + assert.equal(result.grounded, false); + const cards = text(await withSources.c.callTool({ name: "elos_study_pack", arguments: { kind: "flashcards", limit: 50 } })); + assert.ok(cards.every((card: { citation: { source: string } }) => !card.citation.source.includes("knowledge-private"))); + assert.ok(cards.some((card: { front: string }) => card.front === "passerelle")); +}); + +test("study pack, English correction, roleplay and vocabulary work", async () => { + const quiz = text(await withSources.c.callTool({ name: "elos_study_pack", arguments: { kind: "quiz", limit: 2 } })); + assert.ok(Array.isArray(quiz)); + const english = text(await withSources.c.callTool({ name: "elos_correct_english", arguments: { text: "i am agree since 2 years", target_words: ["agree"] } })); + assert.match(english.corrected, /I agree for 2 years/); + const scenarios = text(await withSources.c.callTool({ name: "elos_roleplay", arguments: {} })); + assert.equal(scenarios.length, 3); + const turn = text(await withSources.c.callTool({ name: "elos_roleplay", arguments: { scenario_id: "standup", turn: 1, answer: "Yesterday I configured the switch." } })); + assert.ok(turn.score > 50); + const packs = text(await withSources.c.callTool({ name: "elos_vocabulary", arguments: {} })); + assert.equal(packs.length, 5); +}); + +test("scheduler comparison is confined to the sources directory", async () => { + const report = text(await withSources.c.callTool({ name: "elos_compare_schedulers", arguments: { files: ["revlog.tsv"] } })); + assert.equal(report[0].scores.length, 2); + const escape = await withSources.c.callTool({ name: "elos_compare_schedulers", arguments: { files: ["../../etc/passwd"] } }); + assert.equal(escape.isError, true); +}); + +test("without ELOS_SOURCES_DIR the server only uses synthetic documents", async () => { + const demo = client({}); + await demo.connect(); + try { + const result = text(await demo.c.callTool({ name: "elos_ask_sources", arguments: { question: "Qu'est-ce que l'encapsulation ?" } })); + assert.match(result.answer, /encapsulation est le mécanisme/); + assert.equal(result.citations[0].source, "Modèle OSI et encapsulation"); + } finally { + await demo.c.close(); + } +});