{ "schema": "kbatch-http-mcp-v1", "name": "kbatch", "transport": "http", "endpoint": "/api/mcp", "homepage": "https://kbatch.ugrad.ai/", "forAi": "https://kbatch.ugrad.ai/for-ai.html", "browserMcp": "window.kbatchDict.mcp", "tools": [ { "name": "kbatch_chart_lookup", "description": "Chart Geometry lookup — 1141 title-path packs (2015–2026). Exact slug/title match, flowClass, metrics, rights, lyricsUpgrade. Not full commercial lyrics.", "inputSchema": { "type": "object", "properties": { "query": { "type": "string" }, "slug": { "type": "string" }, "year": { "type": "number" }, "yearMin": { "type": "number" }, "yearMax": { "type": "number" }, "numberOne": { "type": "boolean" }, "region": { "type": "string" }, "bpmMin": { "type": "number" }, "bpmMax": { "type": "number" }, "flowClass": { "type": "string", "enum": [ "dense", "balanced", "glide" ] }, "capsule": { "type": "string" }, "listCapsules": { "type": "boolean" }, "matchMode": { "type": "string", "enum": [ "auto", "exact", "fuzzy" ] }, "exact": { "type": "boolean" }, "limit": { "type": "number" }, "include": { "type": "array", "items": { "type": "string", "enum": [ "path", "musica", "metrics", "steno", "pack", "rights", "lyricsUpgrade", "all" ] } } } } }, { "name": "kbatch_list_capsules", "description": "List canonical capsules (ladder 0–7 index).", "inputSchema": { "type": "object", "properties": { "cat": { "type": "string" }, "rung": { "type": "number" }, "q": { "type": "string" }, "limit": { "type": "number" } } } }, { "name": "kbatch_open_capsule", "description": "Open one capsule by id (metadata + word sample).", "inputSchema": { "type": "object", "properties": { "id": { "type": "string" } }, "required": [ "id" ] } }, { "name": "kbatch_word_index", "description": "Return live word-index / corpus scale snapshot.", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_school_skills", "description": "School skill graph topics (learn path).", "inputSchema": { "type": "object", "properties": { "id": { "type": "string" } } } }, { "name": "kbatch_analyze_lite", "description": "Lightweight path metrics via precomputed analyzed sliver or title-path heuristic (full browser MCP for full CapsuleAnalyzer).", "inputSchema": { "type": "object", "properties": { "text": { "type": "string" }, "word": { "type": "string" } } } }, { "name": "kbatch_world_axes", "description": "World-ranking five axes scores, targets, pathways, plus languageSolve (Rubik pure-C speed path + stair concept demos) for AI start on DOJO.", "inputSchema": { "type": "object", "properties": { "from": { "type": "string" }, "concepts": { "type": "array", "items": { "type": "string" } }, "includeSolve": { "type": "boolean" } } } }, { "name": "kbatch_rubik_language_solve", "description": "AI start pack: full Rubik all-language pure-C speed path + instant mode=stair concept demos. One call to begin solving off KBatch.", "inputSchema": { "type": "object", "properties": { "from": { "type": "string" }, "concepts": { "type": "array", "items": { "type": "string" } }, "limit": { "type": "number" } } } }, { "name": "kbatch_collaborators", "description": "List partnership/collaboration placeholder slots (OED, Duolingo, Spotify, museums…).", "inputSchema": { "type": "object", "properties": { "axis": { "type": "number" }, "status": { "type": "string" }, "limit": { "type": "number" } } } }, { "name": "kbatch_sense_lookup", "description": "Open sense/gloss pilot linked to orthography (CC0 stubs; Wiktionary path planned).", "inputSchema": { "type": "object", "properties": { "spelling": { "type": "string" }, "word": { "type": "string" }, "lang": { "type": "string" } } } }, { "name": "kbatch_music_rights", "description": "Music rights tiers and accreditation path (Spotify/Apple/Amazon/Tidal counterpart).", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_museum_resource", "description": "Museum/library exhibit kits and embed offer.", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_world_path", "description": "Fastest multi-language path snapshot (ready/portals/ladder/full). Full compute is browser MCP; HTTP serves precomputed snapshot + doctrine.", "inputSchema": { "type": "object", "properties": { "from": { "type": "string" }, "mode": { "type": "string", "enum": [ "full", "ready", "portals", "ladder", "snapshot" ] } } } }, { "name": "kbatch_concept_solve", "description": "Instant multilingual meaning solve: concept/word → mesh forms ranked by pure C transfer + form metadata. mode=stair = full Rubik 13-lang order with missing gaps. Geometry≠gloss. Honor opt-in (always on for stair).", "inputSchema": { "type": "object", "properties": { "q": { "type": "string" }, "conceptId": { "type": "string" }, "from": { "type": "string" }, "mode": { "type": "string", "enum": [ "ready", "all", "honor", "stair" ] }, "includeHonor": { "type": "boolean" }, "limit": { "type": "number" } } } }, { "name": "kbatch_concept_stair_walk", "description": "Walk several concepts along Rubik stair (en→is→de→fr→it→es→nav→oj→ar→hi→el→zh→chr). Instant multi-lang; missing = educational gap.", "inputSchema": { "type": "object", "properties": { "concepts": { "type": "array", "items": { "type": "string" } }, "q": { "type": "string" }, "from": { "type": "string" }, "limit": { "type": "number" } } } }, { "name": "kbatch_r3_outreach", "description": "R3 outreach CRM scaffold (human-gated; no auto-send).", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_freya_convert", "description": "FreyaUnits convert (freya.qbitos.ai) — ly↔km, °C↔K, etc.", "inputSchema": { "type": "object", "properties": { "value": { "type": "number" }, "from": { "type": "string" }, "to": { "type": "string" } }, "required": [ "value", "from", "to" ] } }, { "name": "kbatch_freya_units", "description": "List Freya unit symbols by category.", "inputSchema": { "type": "object", "properties": { "cat": { "type": "string" } } } }, { "name": "kbatch_math", "description": "Safe math ops (add/mul/pow/sqrt/…) or op=const|list.", "inputSchema": { "type": "object", "properties": { "op": { "type": "string" }, "operands": { "type": "array", "items": { "type": "number" } } }, "required": [ "op" ] } }, { "name": "kbatch_calibrate_check", "description": "Detect agent slip/drift vs KBatch doctrine + tools.", "inputSchema": { "type": "object", "properties": { "toolNames": { "type": "array", "items": { "type": "string" } }, "doctrineId": { "type": "string" }, "fingerprint": { "type": "string" }, "axesMin": { "type": "number" } } } }, { "name": "kbatch_recalibrate", "description": "System prompt + doctrine + tool list after drift.", "inputSchema": { "type": "object", "properties": { "reason": { "type": "string" } } } }, { "name": "kbatch_llm_train_pack", "description": "LLM train-as-tool pack (system prompt, few-shots, schemas).", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_deity_lookup", "description": "Open Wikidata deities (never Turner/OUP text).", "inputSchema": { "type": "object", "properties": { "q": { "type": "string" }, "limit": { "type": "number" } } } }, { "name": "kbatch_book_stub", "description": "Living-books catalogue / Gutenberg stub lookup.", "inputSchema": { "type": "object", "properties": { "q": { "type": "string" }, "gutenbergId": { "type": "number" }, "limit": { "type": "number" } } } }, { "name": "kbatch_lettergrid_ping", "description": "Health: engine ver, masterGlyphs 6235, layersAt, tool list, static URLs. No board required.", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_lettergrid_state", "description": "Letter-Grid state (timer, BPS, layer, next glyph). HTTP returns static lobby unless session bridge present.", "inputSchema": { "type": "object", "properties": { "include": { "type": "array", "items": { "type": "string" } } } } }, { "name": "kbatch_lettergrid_glyphs", "description": "Master glyph list/slice (6235) for Colossus / training.", "inputSchema": { "type": "object", "properties": { "range": { "type": "string" }, "format": { "type": "string", "enum": [ "array", "string", "atoms" ] }, "includeMeta": { "type": "boolean" } } } }, { "name": "kbatch_lettergrid_step", "description": "Advance glyph(s). Live browser session required (HTTP returns live_session_required).", "inputSchema": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "next", "play", "reset", "skip-layer" ] }, "count": { "type": "integer" }, "speedMs": { "type": "integer" } } } }, { "name": "kbatch_lettergrid_play_round", "description": "70s WebGrid round (dryRun on HTTP; live run in browser MCP).", "inputSchema": { "type": "object", "properties": { "gridSize": { "type": "string", "enum": [ "8x8", "12x12", "16x16" ] }, "speedMs": { "type": "integer" }, "dryRun": { "type": "boolean" } } } }, { "name": "kbatch_lettergrid_layer", "description": "Get N×N grid layer info (1–44 @ 12×12). jump/clear need browser.", "inputSchema": { "type": "object", "properties": { "layer": { "type": "integer" }, "action": { "type": "string", "enum": [ "get", "jump", "clear" ] } }, "required": [ "layer" ] } }, { "name": "kbatch_lettergrid_colossus", "description": "DOJO-ready Letter-Grid snapshot (glyphs + layerMap + paleography). Compose with kbatch_colossus.", "inputSchema": { "type": "object", "properties": { "depth": { "type": "string", "enum": [ "light", "full", "training" ] }, "include": { "type": "array", "items": { "type": "string" } } } } }, { "name": "kbatch_lettergrid_next_glyph", "description": "Next expected glyph (static: master[0]; live: session next).", "inputSchema": { "type": "object", "properties": {} } }, { "name": "kbatch_lettergrid_export_training", "description": "Emit a clean training pack. jsonl = one record per glyph (gi, ch, lineId, kind, layer, …).", "inputSchema": { "type": "object", "properties": { "format": { "type": "string", "enum": [ "json", "jsonl", "jax" ] }, "include": { "type": "array", "items": { "type": "string", "enum": [ "gi", "ch", "lineId", "kind", "wordStart", "sentenceStart", "layer" ] } } } } }, { "name": "kbatch_lettergrid_finale", "description": "Finale wandering path + peak report (static spiral path; live scores need browser session).", "inputSchema": { "type": "object", "properties": { "includePath": { "type": "boolean" }, "includeScores": { "type": "boolean" }, "N": { "type": "integer", "enum": [ 8, 12, 16 ] } } } }, { "name": "kbatch_lettergrid_rubik", "description": "Shadow Rubik × Letter-Grid: 13 origin pathways, 6 faces, calibration URLs. Static bind pack.", "inputSchema": { "type": "object", "properties": { "pathId": { "type": "string" }, "include": { "type": "array", "items": { "type": "string" } } } } }, { "name": "kbatch_phon_pattern", "description": "Phonetic CV / phone-class analysis (English G2P approx). openRatioPhon, n-grams, artMean. Does not change jax.x geometry.", "inputSchema": { "type": "object", "properties": { "text": { "type": "string" }, "lang": { "type": "string" }, "level": { "type": "string" }, "compare": { "type": "string", "description": "Second text → d_PHON / d_art" }, "n": { "type": "number" }, "blend": { "type": "object", "description": "Optional { c, dSO, dPHON, dArt, muSO, muPhon, muArt }" } }, "required": [ "text" ] } }, { "name": "kbatch_cage_litmus_quiz", "description": "Cage-grade litmus quiz (12 claims). FACT / FICTION / STONE_TRAP. Static; answers:false for blinded trials.", "inputSchema": { "type": "object", "properties": { "ids": { "type": "array", "items": { "type": "string" } }, "include": { "type": "array", "items": { "type": "string" } }, "answers": { "type": "boolean" } } } }, { "name": "kbatch_cage_litmus_grade", "description": "Scoring contract: bands, hard rule (zero STONE_TRAP → fail), calibration profiles.", "inputSchema": { "type": "object", "properties": { "profile": { "type": "string", "enum": [ "bands", "oracle", "stoneOnly", "movieBeliever", "grokLive", "all" ] }, "includeDoctrine": { "type": "boolean" } } } }, { "name": "kbatch_cage_litmus_verify", "description": "Submit {id,answer}[] → score/grade. Hard rule: zero STONE_TRAP catches → fail if score ≥ 0.5.", "inputSchema": { "type": "object", "properties": { "answers": { "type": "array" }, "strict": { "type": "boolean" } }, "required": [ "answers" ] } } ], "usage": { "post": { "tool": "kbatch_chart_lookup", "args": { "query": "too sweet", "limit": 5 } }, "jsonRpc": { "method": "tools/call", "params": { "name": "kbatch_word_index", "arguments": {} } } } }