DSH Cowork MCP
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@DSH Cowork MCPRead the first sheet of quarterly_report.xlsx"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
DSH Cowork
READ + WRITE for office documents and Jupyter notebooks inside DeepSeek Harness — and anywhere else your agent runs.
DSH Cowork adds first-class document handling to coding agents:
Format | Read | Write (v1) |
xlsx spreadsheets | ✅ bounded, cell-addressed windows | ✅ create + edit by cell ref |
ipynb notebooks | ✅ cells + inline outputs | ✅ create + edit by cell index |
✅ text windows ( | — (v2: form-fill) | |
docx | ✅ paragraphs + word count | — (v2: generation) |
pptx | ✅ slides + shape ids | — (v2: generation) |
中文版见 README.zh.md.
Why
DeepSeek Harness's built-in read is UTF-8 text only — it cannot open a
spreadsheet, a PDF, a slide deck, or a notebook. Claude Code reads PDFs and
notebooks natively; Codex has nothing. DSH Cowork closes that gap as an
out-of-tree plugin (no fork, no PR needed — the ecosystem path
CONTRIBUTING.md recommends).
Two ideas make "Cowork = READ + WRITE" coherent instead of two separate tools:
Stable addresses.
doc_readreturns cell refs for xlsx (A1,C12) and shape ids for pptx —doc_writeconsumes them. Line numbers cannot address binary formats; addresses can.Bounded windows, explicit truncation. Every read is capped (pages / rows / slides / cells / bytes). Silent truncation is the cardinal sin: a
> Truncated:notice always tells you the window was cut short.
Related MCP server: Airtable Sheet Port MCP Server
Packages
Package | What it is |
| Pure TS, zero DSH deps: sniff → extract → build, windowing, safety caps |
| DSH bundle: |
| MCP server over stdio — for Codex, Claude Code, any MCP client |
|
|
| DSH bundle: chat with / monitor / approve your DSH agents from WeChat (iLink gateway + conversation node) |
Install into DeepSeek Harness
# GitHub delivery (not published to npm)
git clone https://github.com/Jesse-njx/dsh-cowork.git
cd dsh-cowork
pnpm install # installs deps and builds all packages (prepare)
dsh plugin --profile <your-profile> add ./packages/dshThen doc_read / doc_write are available to the model. (A live agent
session also verifies: ask the model to doc_read an .xlsx.)
Configure (all optional, sensible defaults):
# in your profile's cordis.patch.yml, override the cowork-docs row
- id: cowork-docs
name: '@dsh-cowork/plugin'
config:
maxInputBytes: 67108864 # 64 MiB
maxOutputBytes: 262144 # 256 KiB model-facing window
maxDecompressedBytes: 536870912 # zip-bomb guard (512 MiB)
maxZipEntries: 4096
maxPages: 20
maxSheetRows: 200
maxSheets: 1
maxSlides: 20
maxCells: 200Use from any agent (MCP)
# Codex / Claude Code MCP config
# { "mcpServers": { "cowork": { "command": "node", "args": ["<repo>/packages/mcp/lib/index.js"], "cwd": "<your working dir>" } } }# or the plain CLI
doc-read report.xlsx --sheets Data --rows 50
doc-write edit report.xlsx --spec edit-spec.jsonSafety model
Zip bombs: entry-count + decompressed-size caps on every OOXML archive, checked before any codec expands bytes.
Macros:
.xlsm/.docm/.pptm(anything withvbaProject.bin) are rejected outright — Cowork never reads or writes macro formats.Read-only mode: in
read-onlysandbox mode,doc_writeis hard-blocked whiledoc_readstays available.Edit guards:
doc_writeedit refuses unless the file was read this session (expected_version), and optionally fails on content change (expected_sha256) — a hash-check on every edit.No silent overwrite: creating over an existing file requires having read it (DSH) or
force(CLI/MCP).Atomic writes: temp file + rename, never a partial target.
Stale formulas: edited xlsx sheets get cached formula results cleared so Excel / LibreOffice recalculate on open (exceljs never recalculates).
Untrusted input: formulas, hidden sheets, and speaker notes are treated as data, surfaced with the extraction, never executed.
Architecture
┌──────────────────────────────────────────────┐
│ @dsh-cowork/core │
│ sniff → readDocument / writeDocument → caps │
└───────┬──────────────┬──────────────┬────────┘
│ │ │
┌──────────▼───┐ ┌───────▼──────┐ ┌────▼───────┐
│ packages/dsh│ │ packages/mcp │ │ packages/cli│
│ DSH bundle │ │ MCP stdio │ │ + SKILL.md │
└──────────────┘ └──────────────┘ └────────────┘The DSH bundle routes reads through ctx.fs (bounded readBytes,
sandbox-aware resolution, fs/observed events) and performs atomic byte
writes itself because the fs service is text-only — re-observing the real
post-write version so the built-in policy machinery stays coherent.
Development
pnpm install
pnpm -r build
pnpm -r test # core 35 + plugin 15 + cli 6 + mcp 7 testsFixtures:
node packages/core/scripts/make-fixtures.mjs(needs macOScupsfilterfor the PDF; skip otherwise).Node 20+; tests run on Node's native TS type-stripping.
Roadmap
v1 (this repo): read all five formats; write xlsx + ipynb.
v2: ipynb write polish, docx/pptx generation, PDF form-fill (pdf-lib), PDF page-render-to-image for vision models, docx raw-OOXML edit.
Ship:
dsh-pluginGitHub topic, awesome-list entry, Discussions post.
Contributing
This is a dsh-plugin-topic project. Issues, PRs, and Discussions welcome —
and per deepseek-harness CONTRIBUTING.md,
associate your own plugins with the dsh-plugin topic too.
This server cannot be deployed
Maintenance
Related MCP Connectors
An MCP server that provides read access to your cloud storage providers, bank accounts and more.
An MCP memory server. One memory your agents share — across models, devices and apps.
MCP server for agentverse documentation, generated by doc2mcp.
MCP server for building and testing AI agents with multi-model experimentation and insights.
Related MCP Servers
- AlicenseCqualityAmaintenanceLocal-first Excel MCP server for AI agents enabling structured reads, workbook introspection, and safer .xlsx mutation without Microsoft Excel or LibreOffice.782MIT
- FlicenseNot gradedqualityAmaintenanceThis MCP server enables safe local access to tables and spreadsheets for AI agents, providing typed tools for reading, previewing, and committing table changes through a permission-brokered interface.-
- AlicenseNot gradedqualityAmaintenanceAn MCP server that provides a semantic index and 14 bounded tools for AI agents to navigate Excel workbooks by symbols, references, and diagnostics, avoiding the need to read entire rows.MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that lets LLMs explore Excel workbooks by reading cells, ranges, and evaluating formulas with live computed values via HyperFormula.95 npmISC