Tools & Capabilities

AI4Scholar academic search: 38 tools over Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, and DOI resolution (search, citation graph, authors, recommendations, PDF full text in slices, auto-cite, scientific figures), a unified cross-platform search with de-duplication, an API-key card in Settings, and per-call credit accounting with an `/ai4scholar` balance card.

Drive OriginLab Origin scientific plotting from AI chat via MCP: 62 tools. Modal-dialog watchdog, LabTalk safety gate, release/reconnect, fit with initial/fixed/weighted params, fine-grained plot and sheet edits, matrix tools, FigureSpec declarative YAML (diff-able and replayable), MCP Resources read-only snapshot, matplotlib-figure bridge, PowerPoint assembly with panel labels, Graph Gallery template search, EPS export, file-access whitelist, visual regression baseline, and editable OPJU delivery with deterministic readback verification.

Workspace-safe Office tools for agents: create/read Word, create/read/update Excel, and create/read PowerPoint decks with PNG/JPG/GIF image placement.

Computer use for Windows: screenshot, mouse, keyboard, clipboard and window tools with per-app access that goes through DSH approval; while the agent is in control the screen shows an orange glow and a status bar, and Esc pauses or resumes.

All seven Kimi ask/review/challenge/rescue/pursue/swarm/swarm-write providers through the local Kimi Code CLI, with managed hooks, jobs, budgets, and artifacts; also supports Claude Code and Codex.

Visible agent browser for DSH over CDP, also driving egolite, Tabbit, Chrome, Edge, Brave and Lightpanda backends. Only bcdp_status stays resident (401 chars); the other 33 context-optimized bcdp_* tools unlock per activity batch, so non-browser sessions pay no schema tax (-91.9% measured). Realtime watch panel with direct click/scroll/IME input, element picks quoted into the composer as balanced @"picks/*.json" references, and human-verification notices; non-CDP channels (ego CLI / Tabbit CLI) sync frames by 3s polling. Cross-version support for DSH 0.1.7-rc.1 ~ 0.2.2-rc.1 (exact enumeration of 10 rc).

Manage soul.md persona cards and long-term memory, with workspace and session persona selection and tools to read and update them.

Hash-anchored read / edit / batch_edit / undo_last_edit tools: every line gets a unique 3-character content hash, edits target hashes instead of line numbers, and served-state verification rejects stale ranges with fresh anchors.

Text-first computer use for DSH: background Chromium control via Playwright/CDP plus accessibility-first macOS control; actions stay pinned to the right process and window without taking the user's pointer, ships a Developer ID signed, notarized Universal 2 DMG.

Controls your real Chrome from DSH over a local WebSocket bridge: tab management, navigation, DOM snapshots, page JS evaluation, clicks, typing, screenshots, waits and dialog handling behind a Settings toggle.

Bridge plugin for the [Better DeepSeek](https://github.com/EdgeTypE/better-deepseek) Chrome extension: exposes HTTP handshake and session-filtered SSE event streams over the web server, enabling browser-extension UI integrations with DeepSeek Harness.

Dual-brain Chrome automation: registers the browserpaw skill and browserpaw_session tool to connect with the local BrowserPaw host (127.0.0.1:12306 via bridge-token), driving Chrome without losing logins.

Douyin assistant plugin: picks a daily round of videos, reads comments, writes a dated report, can like and comment with an @ mention (both off by default), and publishes clips rendered by your own ComfyUI. Windows only; needs Python 3 and a system Chrome, and the first run needs the install-main-dependencies step plus a QR-code login.

Unified multi-provider web search and fetch: BYOK key pools, health monitoring, and deterministic fallback.

Research-only trading workbench bundle: typed market-data provider seam with a CSV reference provider, multi-timeframe indicator regime snapshot and OHLCV tools, interactive chart cards in dsh web with provenance-gated model annotations, and a risk-guard denying execution-shaped tool calls at tools/pre-execute.

Views and builds CAD models (STL, OBJ, STEP, IGES, DXF, SVG) via cad_view/cad_info and OCCT parametric modeling tools, with an interactive viewer card and a resident CAD panel in the Web UI.

Connects DeepSeek Harness to Multisim MCP for circuit generation, simulation, diagnostics, design optimization, and experiment report export.

Local-first A-share research workbench for DeepSeek Harness: market dashboards, watchlists, valuation, four investor agents, versioned reports, and continuous post-report chat.

LSP action surface for DSH: diagnostics, formatting, completion, code actions, symbols, signature help, inlay hints and rename, all backed by real language servers.

PRTS.chat corpus browser with local/cloud search, source reading and a Rhine Lab 3D workspace for deepseek-harness

Interactive K-line analysis for DeepSeek Harness with multi-market quotes, technical indicators, news, and fundamentals.

Presentation skill and tools: one sentence or one document to an HTML slideshow plus editable PPTX, seven layouts (incl. quote and native PPTX tables), speaker notes (HTML S-key panel and native notes slides), five built-in themes, default theme/language config and bilingual support. A step-by-step first-run guide (4 steps) now opens inside its settings panel.

Let Your Ideas Flow — Tydora is a modern desktop Markdown editor combining WYSIWYG editing, bidirectional links, mind maps, and an infinite canvas — empowering deep thinking and effortless expression.

China A-share financial data MCP server for the harness: 11 fin_data__* tools (quotes/K-lines/financials/calendar/special-data/announcements/EDB/reconcile/funds/indices) over THS free official REST (primary) + AKShare (fallback) + Wind (exclusive domains), with observable degradation, context-budget compression (result-side -72.2% measured), and an offline 10-year market-data lake; BYOK.