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dsh-mimo-agent-tools

Verified · install-tested on dsh ch1bug

✓ Actively maintained 2 contributors Builds on 1 official DSH packages

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2026-08-19Last push
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What it does

Xiaomi MiMo search + multimodal tools for DeepSeek Harness agents: mimo_search/vision/audio/video/asr/tts

✅
Our take
Works — verified, early-stage project

Xiaomi MiMo search + multimodal tools for DeepSeek Harness agents: mimo_search/vision/audio/video/asr/tts It installs cleanly and boots without issues in our testing. It's early-stage but functional.

“Verified” means our automated CI actually ran dsh plugin add in a clean profile and it booted — nothing more. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.

README

mimo-agent-tools

DSH (DeepSeek Harness) Cordis plugin that turns the Xiaomi MiMo API into
model tools for an agent: web search, image/audio/video understanding,
speech-to-text, and text-to-speech.

Backed by the OpenAI-compatible endpoint https://api.xiaomimimo.com/v1.

Tools

Tool Model Purpose
mimo_search mimo-v2.5-pro Web search via the native web_search tool, returns answer + cited sources (incl. site_name/logo_url); optional force_search, user_location
mimo_think mimo-v2.5-pro / mimo-v2.5 Deep thinking — full reasoning chain (reasoning_content) + final answer
mimo_json mimo-v2.5-pro / mimo-v2.5 Structured JSON output via response_format: json_object
mimo_vision mimo-v2.5 Image understanding — local files (auto base64) or public URLs, multi-image
mimo_audio mimo-v2.5 Audio understanding / transcription (wav/mp3/flac/ogg/m4a) — local file or public URL
mimo_video mimo-v2.5 Video understanding (mp4/webm/mov) — local file or public URL; optional fps / media_resolution
mimo_asr mimo-v2.5-asr Speech-to-text with optional language hint — local file or public URL
mimo_tts mimo-v2.5-tts / -voicedesign Text-to-speech to a .wav/.mp3 file — preset voices or free-form voice design; optional style (speaking tone) and format (wav/mp3)
mimo_voiceclone mimo-v2.5-tts-voiceclone Voice cloning — reference clip + text → speech in that voice; optional format (wav/mp3)

audio-tools skill

The plugin registers an audio-tools skill that guides when to use the four
audio tools (mimo_asr, mimo_tts, mimo_voiceclone, mimo_audio). The
tools themselves are always registered — they are lightweight pure-API calls —
so the skill only teaches usage, it does not gate the tools.

Requirements

  • A MiMo API key — the web_search tool requires the
    connected-search plugin enabled in the MiMo console.
  • python3 on the host (used by driver/mimo_driver.py).
  • DSH host with the shell and sandboxPolicy services.

Configuration

The API key is resolved at tool-call time from the DSH credentials
service
first (key name XIAOMI_API_KEY — the web Models page writes keys
there), falling back to the environment. Nothing is hardcoded:

Source Key Priority
DSH credentials service (~/.dsh/.credentials.yaml, web Models page) XIAOMI_API_KEY 1
Environment XIAOMI_API_KEY or MIMO_API_KEY 2

Other options (environment, read at apply time):

Env var Purpose Default
MIMO_DRIVER path to driver/mimo_driver.py ~/.local/lib/mimo-agent-tools/driver/mimo_driver.py
MIMO_TMP temp dir for spec/response files /tmp

Install the driver at the default path (or point MIMO_DRIVER at it):

mkdir -p ~/.local/lib/mimo-agent-tools/driver
cp driver/mimo_driver.py ~/.local/lib/mimo-agent-tools/driver/

Why a python driver?

Multimodal payloads are multi-megabyte base64 strings. Agent shells commonly
cap captured stdout (DSH's bash seam caps at 64KB), which silently truncates
large payloads. The driver therefore does ALL file reading, body assembly and
HTTP POSTing inside one python3 process, using spec/response files on disk —
nothing large ever crosses the shell.

Install (DSH bundle)

Standard DSH bundle — install with the official plugin command (auto-inits
the profile, pnpm-installs, and appends the bundle layer per
dsh.bundle.patch):

# From a local checkout, or via git/npm:
dsh plugin --profile web add /path/to/dsh-mimo-agent-tools
# or: dsh plugin --profile web add github:you/dsh-mimo-agent-tools

# Install the python driver to the default path (MIMO_DRIVER points at it):
mkdir -p ~/.local/lib/mimo-agent-tools/driver
cp driver/mimo_driver.py ~/.local/lib/mimo-agent-tools/driver/

# Restart dsh web; the tools mount automatically.

Dependencies are declared as peerDependencies (ecosystem convention —
@deepseek-ai/dsh-tools is already loaded in the DSH process, so nothing is
duplicated). dsh plugin add installs the bundle into the profile's
node_modules where peer deps resolve against the running harness.

Notes on the MiMo API (from the official docs)

  • TTS target text goes in the assistant message; the voice description
    (voicedesign model) goes in the user message; a style instruction rides
    the user message for preset voices and becomes an inline (风格) tag prefix
    for voicedesign voices.
  • mimo-v2.5-tts-voicedesign does not accept an audio.voice field — it
    uses optimize_text_preview instead.
  • ASR (mimo-v2.5-asr) must not receive a thinking field.
  • input_audio.data / video_url.url accept either a public URL or a
    data:<mime>;base64,... data URL (video base64 capped at 50MB per the docs).
  • Web search costs per keyword round (max_keyword, default 3) — see MiMo
    pricing. force_search (default true) trades freshness against cost;
    user_location biases results, e.g.
    {"type":"approximate","country":"China","region":"Hubei","city":"Wuhan"}.
  • Deep thinking (mimo_think) returns reasoning_content + content; in
    multi-turn agent conversations with tool calls, reasoning_content from
    earlier turns must be echoed back or the API returns 400.
  • Structured output (mimo_json) needs an explicit JSON shape description in
    the prompt (fields, types, nesting); keep max_completion_tokens generous so
    the JSON is not truncated mid-document.

Tests

python3 tests/test_driver.py   # driver request-body assembly (12 cases)
node --test tests/tools.test.mjs  # tool registration surface (9 cases)

License

MIT

Install

🧩 Let your agent install it (recommended)

Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:

dsh plugin add dshbase-catalog

Then say "install dsh-mimo-agent-tools for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.

This plugin is GitHub source (not published to npm) — install it straight from the repo:

Web profile:

dsh plugin --profile web add github:ch1bug/dsh-mimo-agent-tools

Headless (CLI) profile:

dsh plugin --profile headless add github:ch1bug/dsh-mimo-agent-tools

Test report

Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.

When to use it

Extend the agent's coding surface — give it a new tool, workflow, or integration so it handles a dev task it couldn't before.

Who it's for

Developers who want dsh to behave like a teammate on real codebases — editing, running, and verifying changes rather than just answering.

For developers — extending it

The tool/command surface is the seam: expose more of the SDK, add smarter context wiring, or tighten the loop between code changes and verification.

Security: not yet scanned — our daily static scan will cover it shortly.

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