diff --git a/.gitignore b/.gitignore index b3d7f94..aff5374 100644 --- a/.gitignore +++ b/.gitignore @@ -35,3 +35,15 @@ Thumbs.db # Model cache (large files) .cache/ *.onnx + +# Cloud worker +cloud/node_modules/ +cloud/.wrangler/ +cloud/public/ +cloud/app/node_modules/ + +# Local MCP server +mcp-server/node_modules/ +.playwright-mcp/ +.wrangler/ +tea_debug.log diff --git a/CLOUD_DESIGN.md b/CLOUD_DESIGN.md new file mode 100644 index 0000000..e0bd647 --- /dev/null +++ b/CLOUD_DESIGN.md @@ -0,0 +1,297 @@ +# Paper Intelligence Cloud + +## Background + +Paper Intelligence currently runs entirely locally: PDFs are stored on disk, Marker converts them to Markdown using local GPU/CPU, embeddings are generated with a local HuggingFace model (bge-small-en-v1.5), and vectors are stored in per-paper ChromaDB instances. The MCP server runs as a local process. + +This works, but has limitations: +- Papers are only available on the machine they were processed on +- Every machine needs the full ML stack (torch, marker, embedding models) +- No shared access between team members (Oded + Yue) +- Processing ties up local compute + +## The Idea + +Move storage, indexing, and search to Cloudflare. The local MCP server becomes a thin API client. Papers are accessible from anywhere, by anyone on the team. + +Strand has $250K in Cloudflare credits (YC perk) that are otherwise going mostly unused. This is a natural fit. + +## Architecture + +### Current (Local) + +``` +PDF on disk + → Marker (local, torch, GPU/MPS/CPU) → Markdown + images + → HuggingFace bge-small-en-v1.5 (local) → embeddings + → ChromaDB (local, per-paper SQLite) → vector storage + → Local grep + RAG → search results + → MCP server (local, stdio) → Claude/IDE +``` + +### Proposed (Cloud) + +``` +┌─────────────────────────────────────────────────────┐ +│ Cloudflare │ +│ │ +│ ┌──────────┐ ┌──────────────────┐ │ +│ │ R2 │ │ Container │ │ +│ │ (storage)│◄───│ (Marker on CPU) │ │ +│ │ │ │ standard-2/4 │ │ +│ │ - PDFs │ │ scale to zero │ │ +│ │ - .md │ └──────────────────┘ │ +│ │ - images │ │ +│ └────┬─────┘ ┌──────────────────┐ │ +│ │ │ Workers AI │ │ +│ │ │ (embeddings) │ │ +│ │ └────────┬─────────┘ │ +│ │ │ │ +│ │ ┌────────▼─────────┐ │ +│ │ │ Vectorize │ │ +│ │ │ (vector search) │ │ +│ │ └────────┬─────────┘ │ +│ │ │ │ +│ │ ┌────────▼─────────┐ │ +│ │ │ D1 (SQLite) │ │ +│ │ │ - metadata │ │ +│ │ │ - header index │ │ +│ │ └────────┬─────────┘ │ +│ │ │ │ +│ ┌────▼───────────────────▼─────────┐ │ +│ │ Worker (API) │ │ +│ │ POST /papers - upload │ │ +│ │ GET /papers/:id - status │ │ +│ │ POST /search - query │ │ +│ └──────────────┬───────────────────┘ │ +│ │ │ +└─────────────────┼────────────────────────────────────┘ + │ HTTPS +┌─────────────────▼────────────────────────────────────┐ +│ Local MCP Server (thin client) │ +│ - Proxies tool calls to Worker API │ +│ - Same MCP interface: search(), get_paper_info() │ +│ - No torch, no marker, no embeddings locally │ +└──────────────────────────────────────────────────────┘ +``` + +## Cloudflare Services Used + +| Service | Role | Why | +|---------|------|-----| +| **R2** | Object storage for PDFs, Markdown, images | S3-compatible, no egress fees, cheap | +| **Containers** | Runs Marker for PDF→Markdown conversion | Needs Python + torch (CPU). Scale to zero when idle | +| **Workers AI** | Generates embeddings | Replaces local HuggingFace model. No infra to manage | +| **Vectorize** | Vector database for semantic search | Replaces per-paper ChromaDB. Managed, scalable | +| **D1** | SQLite database for metadata + header index | Replaces per-paper JSON files. Queryable | +| **Workers** | API layer (HTTP endpoints) | Orchestrates everything. Request/response, no agent loop | + +## Processing Pipeline + +### Upload & Process (async, background) + +1. Client uploads PDF to Worker API +2. Worker stores PDF in R2 +3. Worker triggers Container (Marker on CPU) + - Container pulls PDF from R2 + - Marker converts to Markdown + extracts images + - Container writes .md + images back to R2 + - Container signals completion to Worker +4. Worker reads Markdown from R2 +5. Worker extracts header hierarchy → stores in D1 +6. Worker chunks Markdown (header-aware, 512 tokens, 50 overlap) +7. Worker calls Workers AI for embeddings +8. Worker stores vectors in Vectorize +9. Worker updates paper status in D1 + +### Search (sync, fast) + +1. Client sends query to Worker API +2. Worker runs in parallel: + - **Grep**: fetch Markdown from R2, regex/text search with header context + - **RAG**: embed query via Workers AI, search Vectorize for top-k +3. Worker deduplicates + merges results (same logic as current hybrid search) +4. Worker returns results with line numbers, header context, scores + +## Container Details (Marker) + +- **Instance type**: `standard-2` (1 vCPU, 6 GiB RAM, 12 GB disk) or `standard-4` (4 vCPU, 12 GiB RAM, 20 GB disk) +- **Runtime**: Python + torch (CPU) + marker-pdf +- **Scale to zero**: sleeps when idle, wakes on demand. Only pay for active processing +- **Image size concern**: torch CPU (~500MB) + Marker models + Python. Needs to fit in 12-20 GB disk. Should be fine but verify + +### CPU Performance Benchmarks (from local M-series Mac) + +| Paper Size | Pages | Time (CPU) | +|-----------|-------|------------| +| Large (Nature Medicine + supplements) | 85 | ~8 min | +| Medium (typical paper) | 15-20 | ~2-3 min (estimated) | +| Small (short paper) | 5-10 | ~1 min (estimated) | + +On Cloudflare `standard-4` (4 vCPU), expect similar or slightly slower times. PyTorch does use multiple cores for inference but it's not a linear speedup. + +This is acceptable — papers are processed once, then search is instant forever. + +## Data Model (D1) + +```sql +CREATE TABLE papers ( + id TEXT PRIMARY KEY, -- uuid + name TEXT NOT NULL, -- human-readable name + pdf_key TEXT NOT NULL, -- R2 key for PDF + markdown_key TEXT, -- R2 key for Markdown + status TEXT NOT NULL, -- 'uploading' | 'converting' | 'indexing' | 'embedding' | 'ready' | 'error' + error TEXT, -- error message if failed + page_count INTEGER, + markdown_length INTEGER, + chunk_count INTEGER, + created_at TEXT NOT NULL, + processed_at TEXT, + version TEXT NOT NULL -- paper-intelligence version for compat +); + +CREATE TABLE headers ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + paper_id TEXT NOT NULL REFERENCES papers(id), + level INTEGER NOT NULL, -- 1-6 + text TEXT NOT NULL, + line_number INTEGER NOT NULL, + path TEXT NOT NULL, -- "Section > Subsection > ..." + FOREIGN KEY (paper_id) REFERENCES papers(id) +); + +CREATE TABLE images ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + paper_id TEXT NOT NULL REFERENCES papers(id), + r2_key TEXT NOT NULL, + filename TEXT NOT NULL, + FOREIGN KEY (paper_id) REFERENCES papers(id) +); +``` + +## API Design (Worker) + +### `POST /papers` + +Upload a new paper for processing. + +``` +Content-Type: multipart/form-data +Body: { file: , name?: } + +Response 202: +{ id: "uuid", name: "paper-name", status: "converting" } +``` + +### `GET /papers/:id` + +Check paper status. + +``` +Response 200: +{ + id: "uuid", + name: "paper-name", + status: "ready", + page_count: 24, + chunk_count: 47, + created_at: "2026-04-09T...", + processed_at: "2026-04-09T..." +} +``` + +### `GET /papers` + +List all papers. + +``` +Response 200: +{ papers: [{ id, name, status, created_at }] } +``` + +### `POST /search` + +Search across papers. + +```json +{ + "query": "attention mechanism", + "mode": "hybrid", // "grep" | "rag" | "hybrid" + "top_k": 5, + "paper_ids": ["uuid1"], // optional, search subset + "case_sensitive": false, + "regex": false +} + +Response 200: +{ + "results": [ + { + "paper_id": "uuid", + "paper_name": "...", + "content": "matched text", + "line_number": 142, + "header_context": "Methods > Data", + "score": 0.89, + "match_type": "rag" + } + ], + "query": "attention mechanism", + "mode": "hybrid", + "papers_searched": 3 +} +``` + +### `DELETE /papers/:id` + +Delete a paper and all associated data (R2 objects, D1 rows, Vectorize vectors). + +## MCP Server Changes + +The local MCP server keeps the same tool interface but swaps the implementation: + +```python +# Before (local) +from paper_intelligence.tools.search import search +result = search(query="...", sources=["~/papers/foo.pdf"]) + +# After (cloud client) +import httpx +result = httpx.post("https://paper-intelligence..workers.dev/search", json={...}) +``` + +**Tools stay the same:** +- `search(query, sources, mode, top_k, ...)` → calls `POST /search` +- `get_paper_info(paper_dir)` → calls `GET /papers/:id` + +The `sources` parameter changes semantics — instead of local file paths, it accepts paper names or IDs. For backwards compatibility, if a local PDF path is passed, the MCP server uploads it first, waits for processing, then searches. + +## Auth + +Simple API key auth for now. Key stored in 1Password CLI Secrets vault, passed as `Authorization: Bearer ` header. The Worker validates it. + +No need for anything fancier with 2 users. + +## Migration Path + +1. **Phase 1**: Build the cloud backend (Worker + R2 + Container + Vectorize + D1) +2. **Phase 2**: Add cloud client mode to MCP server (flag to switch local vs cloud) +3. **Phase 3**: Re-process existing papers from ~/Documents/papers/ into cloud +4. **Phase 4**: Default to cloud, keep local as fallback + +Local mode stays intact — the cloud backend is additive, not a replacement. Useful for offline work or when you don't want to wait for network round trips. + +## What This Enables + +- **Shared paper library**: Oded and Yue search the same papers from any machine +- **No local ML stack**: New machines just need the thin MCP client, no torch/marker/embeddings +- **Process once, search everywhere**: Paper processed on upload, instantly searchable from any device +- **Burns Cloudflare credits on something useful**: R2 storage, Container compute, Workers AI embeddings, Vectorize queries + +## Open Questions + +- **Workers AI embedding model**: Which model to use? Need to check what's available and how it compares to bge-small-en-v1.5 quality-wise. Ideally something with similar or better retrieval quality. +- **Vectorize limits**: Check max vectors, dimensions, metadata size. Make sure it handles our scale (hundreds of papers, thousands of chunks). +- **Container cold start**: How long does it take a Marker container to wake from sleep? If it's 30+ seconds, might want to keep it warm during active use. +- **Markdown storage for grep**: Grep search needs the full Markdown. Fetching from R2 on every search adds latency. Could cache in D1 or use Workers KV, but Markdown can be large. Need to benchmark. +- **Image serving**: Do we need to serve extracted images? Current paper-intelligence references them in search results. If so, R2 presigned URLs work. diff --git a/cloud/LOCAL_MCP_SPEC.md b/cloud/LOCAL_MCP_SPEC.md new file mode 100644 index 0000000..367379a --- /dev/null +++ b/cloud/LOCAL_MCP_SPEC.md @@ -0,0 +1,105 @@ +# Local MCP Server Spec + +## Overview + +A single local stdio MCP server (Node.js, published to npm) that wraps the Paper Intelligence Cloud REST API. Replaces both the current remote MCP server on the Worker and the local upload-only MCP server. + +## Architecture + +``` +Claude Code → local MCP server (stdio) → Cloudflare Worker (REST API) +``` + +- The remote McpAgent on the Worker is removed. The Worker only exposes REST endpoints. +- The local MCP server reads files from disk (for upload) and proxies all other operations as HTTP requests to the Worker. +- One MCP server to install. One MCP server to configure. + +## Distribution + +- **npm package**: `paper-intelligence` (or `@strand-ai/paper-intelligence`) +- **Install**: `npx paper-intelligence` (stdio MCP server) +- **Registration**: `claude mcp add paper-intelligence -- npx paper-intelligence` + +## Auth & Config + +- **Worker URL**: hardcoded default (`https://paper-intelligence.daiyue0531.workers.dev`), overridable via `PAPER_INTELLIGENCE_URL` env var. +- **API token**: read from `PAPER_INTELLIGENCE_TOKEN` env var, with 1Password fallback (`op read 'op://CLI Secrets/Paper Intelligence Cloud API Token/credential'`). +- No CLI args needed. + +## Tools + +### `search` +Search across papers using grep, RAG, or hybrid mode. + +| Param | Type | Default | Description | +|-------|------|---------|-------------| +| query | string | required | Search query | +| mode | "grep" \| "rag" \| "hybrid" | "hybrid" | Search mode | +| top_k | number | 5 | Max results | +| sources | string[] | [] | Paper names/IDs to scope (empty = all) | +| case_sensitive | boolean | false | Case-sensitive grep | +| regex | boolean | false | Treat query as regex | + +Calls: `POST /chat` — no, calls the search endpoint. Actually there's no dedicated search REST endpoint — search is currently only exposed via MCP. Need to add `POST /search` to the Worker REST API. + +### `list_papers` +List all papers, optionally get details on a specific one. + +| Param | Type | Default | Description | +|-------|------|---------|-------------| +| source | string | optional | Paper name/ID to get details for | + +- Without `source`: calls `GET /papers` → returns list with status, chunk counts. +- With `source`: calls `GET /papers/:id` + `GET /papers/:id/headers` → returns full details including section outline. + +### `upload_paper` +Upload PDF files from local disk. + +| Param | Type | Description | +|-------|------|-------------| +| paths | string[] | File paths to PDFs | + +- Reads each file from disk. +- POSTs as multipart form to `POST /papers`. +- Returns immediately with status "converting" (fire and forget). +- Supports multiple files in one call. + +### `delete_paper` +Delete a paper from the library. + +| Param | Type | Description | +|-------|------|-------------| +| source | string | Paper name or ID | + +Calls: `DELETE /papers/:id` (after resolving name → ID via list). + +### `rename_paper` +Set a display name alias for a paper. + +| Param | Type | Description | +|-------|------|-------------| +| source | string | Paper name or ID | +| alias | string | New display name (empty to reset) | + +Calls: `PATCH /papers/:id` with `{ alias }`. + +## Worker Changes + +- Remove `McpAgent` / Durable Object for MCP. Remove `agents` and `@modelcontextprotocol/sdk` deps from the Worker. +- Add `POST /search` REST endpoint (currently search is only available via MCP). +- Keep all existing REST endpoints. +- The Worker becomes a pure REST API + static asset server (React app). + +## Chat + +- Chat (`POST /chat`) is a web UI feature only. No MCP tool for chat. +- Claude Code uses `search` and reasons over results directly. + +## What Gets Removed + +- `src/mcp.ts` — remote McpAgent +- `paper-intelligence-cloud` MCP server registration (HTTP) +- `paper-intelligence-upload` MCP server registration (stdio) +- `cloud/mcp-upload.mjs` — replaced by the npm package +- McpAgent Durable Object binding + migrations in wrangler.jsonc +- `agents` and `@modelcontextprotocol/sdk` Worker dependencies diff --git a/cloud/app/index.html b/cloud/app/index.html new file mode 100644 index 0000000..92b5d46 --- /dev/null +++ b/cloud/app/index.html @@ -0,0 +1,12 @@ + + + + + + Paper Intelligence + + +
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"@types/react-dom": "^19.0.0", + "@vitejs/plugin-react": "^4.0.0", + "tailwindcss": "^4.0.0", + "typescript": "^5.7.0", + "vite": "^6.0.0" + } +} diff --git a/cloud/app/src/App.tsx b/cloud/app/src/App.tsx new file mode 100644 index 0000000..0c57ebb --- /dev/null +++ b/cloud/app/src/App.tsx @@ -0,0 +1,723 @@ +import { useState, useEffect, useCallback, useRef, useMemo } from "react"; +import ReactMarkdown from "react-markdown"; +import rehypeRaw from "rehype-raw"; +import remarkGfm from "remark-gfm"; +import { + FileText, + BookOpen, + MessageSquare, + Upload, + Search, + Pencil, + X, +} from "lucide-react"; +import Fuse from "fuse.js"; +import { + listPapers, + getPaperContent, + getPaperPdf, + updatePaperAlias, + uploadPapers, + streamChat, + type Paper, + type Header, +} from "./api"; +import { cn, displayName } from "./lib/utils"; + +export function App() { + const [token, setToken] = useState( + () => localStorage.getItem("pi_token") || "", + ); + const [authed, setAuthed] = useState(!!token); + const [tokenInput, setTokenInput] = useState(""); + + function login() { + if (!tokenInput.trim()) return; + localStorage.setItem("pi_token", tokenInput.trim()); + setToken(tokenInput.trim()); + setAuthed(true); + } + + function logout() { + localStorage.removeItem("pi_token"); + setToken(""); + setAuthed(false); + } + + if (!authed) { + return ( +
+
+

+ Paper Intelligence +

+

+ Enter your API token to continue. +

+ setTokenInput(e.target.value)} + onKeyDown={(e) => e.key === "Enter" && login()} + autoFocus + /> + +
+
+ ); + } + + return
; +} + +function Main({ token, onLogout }: { token: string; onLogout: () => void }) { + const [papers, setPapers] = useState([]); + const [activePaperId, setActivePaperId] = useState(null); + const [filter, setFilter] = useState(""); + const [markdown, setMarkdown] = useState(null); + const [headers, setHeaders] = useState([]); + const [view, setView] = useState<"pdf" | "md">("pdf"); + const [pdfUrl, setPdfUrl] = useState(null); + const [showOutline, setShowOutline] = useState(false); + const [showChat, setShowChat] = useState(false); + const [showUpload, setShowUpload] = useState(false); + const [aliasModal, setAliasModal] = useState(null); + const [aliasValue, setAliasValue] = useState(""); + + const activePaper = papers.find((p) => p.id === activePaperId) || null; + + // Load papers + const loadPapers = useCallback(async () => { + try { + const list = await listPapers(); + setPapers(list); + } catch { + onLogout(); + } + }, [onLogout]); + + useEffect(() => { + loadPapers(); + }, [loadPapers]); + + // Poll for processing papers + useEffect(() => { + const processing = papers.some((p) => + ["uploading", "converting", "indexing", "embedding"].includes(p.status), + ); + if (!processing) return; + const id = setInterval(loadPapers, 3000); + return () => clearInterval(id); + }, [papers, loadPapers]); + + // Select paper + async function selectPaper(id: string) { + setActivePaperId(id); + setMarkdown(null); + setPdfUrl(null); + const paper = papers.find((p) => p.id === id); + setView(paper?.pdf_key ? "pdf" : "md"); + try { + const content = await getPaperContent(id); + setMarkdown(content.markdown); + setHeaders(content.headers); + if (paper?.pdf_key) { + const url = await getPaperPdf(id); + setPdfUrl(url); + } + } catch { + // error + } + } + + // Fuse.js fuzzy search + const fuse = useMemo( + () => + new Fuse(papers, { + keys: [ + { name: "title", weight: 2 }, + { name: "alias", weight: 2 }, + { name: "name", weight: 1 }, + ], + threshold: 0.4, + ignoreLocation: true, + }), + [papers], + ); + + const filteredPapers = filter.trim() + ? fuse.search(filter).map((r) => r.item) + : papers; + + // Alias save + async function saveAlias() { + if (!aliasModal) return; + await updatePaperAlias(aliasModal.id, aliasValue); + setPapers((prev) => + prev.map((p) => + p.id === aliasModal.id ? { ...p, alias: aliasValue || null } : p, + ), + ); + setAliasModal(null); + } + + return ( +
+ {/* Header */} +
+

+ Paper Intelligence +

+ +
+ + {/* Sidebar */} + + + {/* Main area */} +
+ {/* Toolbar */} + {activePaper && ( +
+ + + + {displayName(activePaper)} + + + + {activePaper.pdf_key && ( +
+ + +
+ )} + +
+ )} + + {/* Content area */} +
+ {/* Outline */} + {showOutline && headers.length > 0 && ( +
+
+ Contents +
+ {headers.map((h, i) => ( +
{ + const el = document.getElementById(`heading-${i}`); + el?.scrollIntoView({ behavior: "smooth", block: "start" }); + }} + className={cn( + "py-1 text-[13px] leading-snug cursor-pointer text-muted hover:text-ink truncate", + h.level === 1 && "px-4", + h.level === 2 && "pl-7 pr-4 text-[12px]", + h.level === 3 && "pl-10 pr-4 text-[12px]", + h.level >= 4 && "pl-13 pr-4 text-[12px]", + )} + title={h.text} + > + {h.text} +
+ ))} +
+ )} + + {/* Content viewer */} + {!activePaper ? ( +
+ Select a paper to begin +
+ ) : view === "pdf" && pdfUrl ? ( + '; + }).catch(() => { + content.innerHTML = '

Error loading PDF

'; + }); + } else { + content.innerHTML = '

No PDF available

'; + } + } else { + content.style.padding = '32px'; + content.innerHTML = '
' + marked.parse(data.markdown || '') + '
'; + content.querySelectorAll('h1,h2,h3,h4,h5,h6').forEach((el, i) => { el.id = 'heading-' + i; }); + } +} + +function renderOutline(hdrs) { + const outline = document.getElementById('outline'); + if (!hdrs.length) { outline.innerHTML = ''; return; } + outline.innerHTML = '
Contents
' + hdrs.map((h, i) => { + const lvl = Math.min(h.level, 4); + return '
' + escapeHtml(h.text) + '
'; + }).join(''); +} + +function scrollToHeading(i) { + const el = document.getElementById('heading-' + i); + if (el) el.scrollIntoView({ behavior: 'smooth', block: 'start' }); +} + +function toggleOutline() { + document.getElementById('outline').classList.toggle('open'); + document.getElementById('outline-toggle').classList.toggle('active'); +} + +function setView(v) { + activeView = v; + updateViewToggle(); + const data = cachedContent[activePaperId]; + if (data) renderContent(data); +} + +function updateViewToggle() { + const btns = document.querySelectorAll('.view-toggle button'); + btns.forEach(b => b.classList.toggle('active', (activeView === 'md' && b.textContent === 'Markdown') || (activeView === 'pdf' && b.textContent === 'PDF'))); +} + +function toggleChat() { + document.getElementById('app').classList.toggle('chat-open'); + document.getElementById('chat-toggle').classList.toggle('active'); +} + +function openAliasModal() { + const paper = papers.find(p => p.id === activePaperId); + if (!paper) return; + document.getElementById('alias-input').value = paper.alias || ''; + document.getElementById('alias-modal').classList.add('open'); + document.getElementById('alias-input').focus(); +} +function closeAliasModal() { document.getElementById('alias-modal').classList.remove('open'); } +async function saveAlias() { + const alias = document.getElementById('alias-input').value.trim(); + await fetch(API + '/papers/' + activePaperId, { + method: 'PATCH', headers: headers(), + body: JSON.stringify({ alias: alias }), + }); + const paper = papers.find(p => p.id === activePaperId); + if (paper) paper.alias = alias || null; + renderPaperList(); + document.getElementById('display-name-text').textContent = displayName(paper); + document.getElementById('chat-context-label').textContent = displayName(paper); + closeAliasModal(); +} + +async function sendChat() { + const input = document.getElementById('chat-input'); + const msg = input.value.trim(); + if (!msg) return; + input.value = ''; + input.style.height = 'auto'; + + const messages = document.getElementById('chat-messages'); + messages.innerHTML += '
' + escapeHtml(msg) + '
'; + const aiMsg = document.createElement('div'); + aiMsg.className = 'msg assistant'; + aiMsg.textContent = '...'; + messages.appendChild(aiMsg); + messages.scrollTop = messages.scrollHeight; + + const btn = document.getElementById('chat-send'); + btn.disabled = true; + chatHistory.push({ role: 'user', content: msg }); + + try { + const res = await fetch(API + '/chat', { + method: 'POST', headers: headers(), + body: JSON.stringify({ + message: msg, + paper_ids: activePaperId ? [activePaperId] : [], + model: CHAT_MODEL, + history: chatHistory.slice(0, -1), + }), + }); + + if (!res.ok) { + const err = await res.json().catch(() => ({})); + aiMsg.textContent = 'Error: ' + (err.error || res.status); + btn.disabled = false; + return; + } + + const reader = res.body.getReader(); + const decoder = new TextDecoder(); + let buffer = ''; + let fullText = ''; + aiMsg.textContent = ''; + + while (true) { + const { done, value } = await reader.read(); + if (done) break; + buffer += decoder.decode(value, { stream: true }); + const parts = buffer.split('\\n\\n'); + buffer = parts.pop() || ''; + for (const part of parts) { + for (const line of part.split('\\n')) { + if (!line.startsWith('data: ')) continue; + const data = line.slice(6).trim(); + if (data === '[DONE]') continue; + try { + const parsed = JSON.parse(data); + if (parsed.text) { + fullText += parsed.text; + aiMsg.innerHTML = marked.parse(fullText); + messages.scrollTop = messages.scrollHeight; + } + } catch {} + } + } + } + chatHistory.push({ role: 'assistant', content: fullText }); + } catch (e) { + aiMsg.textContent = 'Error: ' + e.message; + } + btn.disabled = false; +} + +function escapeHtml(s) { + return s.replace(/&/g,'&').replace(//g,'>').replace(/"/g,'"'); +} +<\/script> + +`; diff --git a/cloud/tsconfig.json b/cloud/tsconfig.json new file mode 100644 index 0000000..69a52d6 --- /dev/null +++ b/cloud/tsconfig.json @@ -0,0 +1,18 @@ +{ + "compilerOptions": { + "target": "ESNext", + "module": "ESNext", + "moduleResolution": "bundler", + "lib": ["ESNext"], + "types": ["@cloudflare/workers-types"], + "strict": true, + "noEmit": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "react-jsx" + }, + "include": ["src/**/*.ts"], + "exclude": ["node_modules"] +} diff --git a/cloud/wrangler.jsonc b/cloud/wrangler.jsonc new file mode 100644 index 0000000..f7c95eb --- /dev/null +++ b/cloud/wrangler.jsonc @@ -0,0 +1,88 @@ +{ + "$schema": "node_modules/wrangler/config-schema.json", + "name": "paper-intelligence", + "main": "src/index.ts", + "compatibility_date": "2026-04-09", + "compatibility_flags": ["nodejs_compat"], + + // Durable Objects — Marker container only (MCP agent removed) + "durable_objects": { + "bindings": [ + { + "class_name": "MarkerContainer", + "name": "MARKER_CONTAINER" + } + ] + }, + "migrations": [ + { + "new_sqlite_classes": ["PaperIntelligenceMCP"], + "tag": "v1" + }, + { + "new_sqlite_classes": ["MarkerContainer"], + "tag": "v2" + }, + { + "deleted_classes": ["MarkerContainer"], + "tag": "v3" + }, + { + "new_sqlite_classes": ["MarkerContainer"], + "tag": "v4" + }, + { + "deleted_classes": ["PaperIntelligenceMCP"], + "tag": "v5" + } + ], + + // Marker PDF conversion container (requires Docker for deploy) + "containers": [ + { + "class_name": "MarkerContainer", + "image": "./container/Dockerfile", + "max_instances": 2, + "instance_type": "standard-4" + } + ], + + // D1 — paper metadata, headers, markdown text + "d1_databases": [ + { + "binding": "DB", + "database_name": "paper-intelligence", + "database_id": "1642e3af-bdb2-43aa-aa6a-7c944dec35a2" + } + ], + + // R2 — PDF and image storage + "r2_buckets": [ + { + "binding": "BUCKET", + "bucket_name": "paper-intelligence" + } + ], + + // Vectorize — semantic search vectors + "vectorize": [ + { + "binding": "VECTORIZE", + "index_name": "paper-intelligence" + } + ], + + // Workers AI — embedding generation + "ai": { + "binding": "AI" + }, + + // Static assets (React app build output) + "assets": { + "directory": "./public" + }, + + "observability": { + "enabled": true + } +} diff --git a/mcp-server/index.mjs b/mcp-server/index.mjs new file mode 100755 index 0000000..816a92c --- /dev/null +++ b/mcp-server/index.mjs @@ -0,0 +1,287 @@ +#!/usr/bin/env node + +/** + * Paper Intelligence MCP Server + * + * Local stdio MCP server that wraps the Paper Intelligence Cloud REST API. + * Provides tools to search, list, upload, delete, and rename papers. + * + * Config (env vars): + * PAPER_INTELLIGENCE_URL — Worker URL (default: https://paper-intelligence.daiyue0531.workers.dev) + * PAPER_INTELLIGENCE_TOKEN — Bearer token (falls back to 1Password CLI) + */ + +import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { + CallToolRequestSchema, + ListToolsRequestSchema, +} from "@modelcontextprotocol/sdk/types.js"; +import { readFile } from "fs/promises"; +import { basename } from "path"; +import { execSync } from "child_process"; + +// --- Config --- + +const API_URL = + process.env.PAPER_INTELLIGENCE_URL || + "https://paper-intelligence.daiyue0531.workers.dev"; + +let _token = process.env.PAPER_INTELLIGENCE_TOKEN || ""; + +function getToken() { + if (_token) return _token; + try { + _token = execSync( + "op read 'op://CLI Secrets/Paper Intelligence Cloud API Token/credential'", + { encoding: "utf-8", stdio: ["pipe", "pipe", "pipe"] }, + ).trim(); + return _token; + } catch { + throw new Error( + "Set PAPER_INTELLIGENCE_TOKEN or configure 1Password CLI (op)", + ); + } +} + +function headers() { + return { + Authorization: `Bearer ${getToken()}`, + "Content-Type": "application/json", + }; +} + +// --- API helpers --- + +async function api(method, path, body) { + const opts = { method, headers: headers() }; + if (body !== undefined) opts.body = JSON.stringify(body); + const res = await fetch(`${API_URL}${path}`, opts); + return res.json(); +} + +async function apiFormData(path, formData) { + const res = await fetch(`${API_URL}${path}`, { + method: "POST", + headers: { Authorization: `Bearer ${getToken()}` }, + body: formData, + }); + return res.json(); +} + +async function findPaper(source) { + const { papers } = await api("GET", "/papers"); + const sl = source.toLowerCase(); + return papers.find( + (p) => + p.id === source || + (p.name || "").toLowerCase().includes(sl) || + (p.title || "").toLowerCase().includes(sl) || + (p.alias || "").toLowerCase().includes(sl), + ); +} + +// --- Tool definitions --- + +const TOOLS = [ + { + name: "search", + description: + "Search across papers using text search (grep), semantic search (RAG), or both (hybrid). " + + "Returns matching passages with line numbers, section context, and relevance scores.", + inputSchema: { + type: "object", + properties: { + query: { type: "string", description: "Search query text" }, + mode: { + type: "string", + enum: ["grep", "rag", "hybrid"], + default: "hybrid", + description: "grep = exact text, rag = semantic, hybrid = both", + }, + top_k: { + type: "number", + default: 5, + description: "Max results to return", + }, + sources: { + type: "array", + items: { type: "string" }, + default: [], + description: "Paper names/IDs to search (empty = all)", + }, + case_sensitive: { + type: "boolean", + default: false, + description: "Case-sensitive grep", + }, + regex: { + type: "boolean", + default: false, + description: "Treat query as regex for grep", + }, + }, + required: ["query"], + }, + }, + { + name: "list_papers", + description: + "List all papers in the library. Optionally pass a source name/ID to get " + + "detailed info about a specific paper including section headers and metadata.", + inputSchema: { + type: "object", + properties: { + source: { + type: "string", + description: + "Optional paper name or ID to get details for. Omit to list all.", + }, + }, + }, + }, + { + name: "upload_paper", + description: + "Upload local PDF files to the paper library. Files are sent to the cloud, " + + "stored, and converted to searchable markdown via Marker (takes 2-5 min). " + + "Returns immediately — use list_papers to check processing status.", + inputSchema: { + type: "object", + properties: { + paths: { + type: "array", + items: { type: "string" }, + description: "File paths to PDF files (e.g. ~/Documents/papers/paper.pdf)", + }, + }, + required: ["paths"], + }, + }, + { + name: "delete_paper", + description: "Delete a paper from the library (removes all data, vectors, and files).", + inputSchema: { + type: "object", + properties: { + source: { type: "string", description: "Paper name or ID to delete" }, + }, + required: ["source"], + }, + }, + { + name: "rename_paper", + description: "Set a display name for a paper. Pass empty alias to reset to auto-detected title.", + inputSchema: { + type: "object", + properties: { + source: { type: "string", description: "Paper name or ID" }, + alias: { type: "string", description: "New display name (empty to reset)" }, + }, + required: ["source", "alias"], + }, + }, +]; + +// --- Tool handlers --- + +async function handleSearch(args) { + return api("POST", "/search", { + query: args.query, + mode: args.mode || "hybrid", + top_k: args.top_k || 5, + sources: args.sources || [], + case_sensitive: args.case_sensitive || false, + regex: args.regex || false, + }); +} + +async function handleListPapers(args) { + if (args.source) { + const paper = await findPaper(args.source); + if (!paper) return { error: `Paper not found: ${args.source}` }; + // Get full details including headers + const [info, { headers: hdrs }] = await Promise.all([ + api("GET", `/papers/${paper.id}`), + api("GET", `/papers/${paper.id}/headers`), + ]); + return { ...info, headers: hdrs }; + } + return api("GET", "/papers"); +} + +async function handleUploadPaper(args) { + const results = []; + for (const filePath of args.paths) { + const resolved = filePath.replace(/^~/, process.env.HOME || "~"); + const name = basename(resolved).replace(/\.pdf$/i, ""); + try { + const fileData = await readFile(resolved); + const formData = new FormData(); + formData.append("name", name); + formData.append( + "file", + new Blob([fileData], { type: "application/pdf" }), + basename(resolved), + ); + const result = await apiFormData("/papers", formData); + results.push({ name, ...result }); + } catch (err) { + results.push({ name, success: false, error: err.message }); + } + } + return results; +} + +async function handleDeletePaper(args) { + const paper = await findPaper(args.source); + if (!paper) return { error: `Paper not found: ${args.source}` }; + return api("DELETE", `/papers/${paper.id}`); +} + +async function handleRenamePaper(args) { + const paper = await findPaper(args.source); + if (!paper) return { error: `Paper not found: ${args.source}` }; + return api("PATCH", `/papers/${paper.id}`, { alias: args.alias }); +} + +// --- MCP Server --- + +const server = new Server( + { name: "paper-intelligence", version: "1.0.0" }, + { capabilities: { tools: {} } }, +); + +server.setRequestHandler(ListToolsRequestSchema, async () => ({ + tools: TOOLS, +})); + +server.setRequestHandler(CallToolRequestSchema, async (request) => { + const { name, arguments: args } = request.params; + + const handlers = { + search: handleSearch, + list_papers: handleListPapers, + upload_paper: handleUploadPaper, + delete_paper: handleDeletePaper, + rename_paper: handleRenamePaper, + }; + + const handler = handlers[name]; + if (!handler) throw new Error(`Unknown tool: ${name}`); + + try { + const result = await handler(args || {}); + return { + content: [{ type: "text", text: JSON.stringify(result, null, 2) }], + }; + } catch (err) { + return { + content: [{ type: "text", text: JSON.stringify({ 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