Crawler Summary

funasr-asr answer-first brief

Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. --- name: funasr-asr description: Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. license: MIT allowed-tools: - read - write - bash - glob metadata: version: "1.1.0" author: "ClawFunASR" repository: "https://github.com/alibaba/FunASR" --- FunASR ASR Skil Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

funasr-asr is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

funasr-asr

Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. --- name: funasr-asr description: Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. license: MIT allowed-tools: - read - write - bash - glob metadata: version: "1.1.0" author: "ClawFunASR" repository: "https://github.com/alibaba/FunASR" --- FunASR ASR Skil

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Techwolf139

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/techwolf139/funasr-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Techwolf139

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

cd /path/to/FunASR/runtime/python/websocket
   python funasr_wss_server.py --port 10096 \
     --asr_model iic/SenseVoiceSmall \
     --ngpu 0

bash

pip install websockets numpy

bash

# macOS
   brew install ffmpeg
   # Ubuntu/Debian
   sudo apt install ffmpeg

bash

python scripts/funasr_ws_client.py \
  --host localhost \
  --port 10096 \
  --audio-file /path/to/your/audio.wav \
  --ssl 0

python

import asyncio
import sys
sys.path.insert(0, 'scripts')
from funasr_ws_client import FunASRClient

async def transcribe():
    client = FunASRClient(
        host="localhost",
        port=10096,
        ssl_enabled=False,
        mode="offline"
    )
    result = await client.transcribe_file("/path/to/audio.wav")
    
    print(f"Text: {result['text']}")
    print(f"Emotion: {result.get('emotion_text')}")
    print(f"Language: {result.get('language_text')}")

asyncio.run(transcribe())

python

{
    "text": "Transcribed text content",
    "clean_text": "Text without tags",
    "emotion": "HAPPY",
    "emotion_text": "๐Ÿ˜Š Happy",
    "language": "zh",
    "language_text": "Chinese",
    "segments": [...]
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. --- name: funasr-asr description: Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. license: MIT allowed-tools: - read - write - bash - glob metadata: version: "1.1.0" author: "ClawFunASR" repository: "https://github.com/alibaba/FunASR" --- FunASR ASR Skil

Full README

name: funasr-asr description: Connect to local FunASR WebSocket server for real-time speech-to-text transcription with emotion and language detection. Supports audio file processing, streaming transcription, and SenseVoice emotion recognition. license: MIT allowed-tools:

  • read
  • write
  • bash
  • glob metadata: version: "1.1.0" author: "ClawFunASR" repository: "https://github.com/alibaba/FunASR"

FunASR ASR Skill

This skill provides instructions for connecting to a local FunASR WebSocket server to perform speech-to-text transcription with emotion and language detection.

Prerequisites

  1. FunASR WebSocket Server Running

    Start the FunASR server on your local machine:

    cd /path/to/FunASR/runtime/python/websocket
    python funasr_wss_server.py --port 10096 \
      --asr_model iic/SenseVoiceSmall \
      --ngpu 0
    
  2. Python Dependencies

    pip install websockets numpy
    
  3. ffmpeg (optional)

    Required for non-WAV formats:

    # macOS
    brew install ffmpeg
    # Ubuntu/Debian
    sudo apt install ffmpeg
    

Usage Instructions

Option 1: Process Audio File

Use the provided Python client script to transcribe an audio file:

python scripts/funasr_ws_client.py \
  --host localhost \
  --port 10096 \
  --audio-file /path/to/your/audio.wav \
  --ssl 0

Note: Default port is 10096 with SSL disabled.

Option 2: Use as Python Module

Import and use in your own Python code:

import asyncio
import sys
sys.path.insert(0, 'scripts')
from funasr_ws_client import FunASRClient

async def transcribe():
    client = FunASRClient(
        host="localhost",
        port=10096,
        ssl_enabled=False,
        mode="offline"
    )
    result = await client.transcribe_file("/path/to/audio.wav")
    
    print(f"Text: {result['text']}")
    print(f"Emotion: {result.get('emotion_text')}")
    print(f"Language: {result.get('language_text')}")

asyncio.run(transcribe())

Emotion & Language Detection

When using SenseVoice model, the transcription result includes emotion and language information:

Supported Emotions

| Emotion | Emoji | Description | |---------|-------|-------------| | NEUTRAL | ๐Ÿ˜ | Neutral | | HAPPY | ๐Ÿ˜Š | Happy | | SAD | ๐Ÿ˜ข | Sad | | ANGRY | ๐Ÿ˜  | Angry | | FEARFUL | ๐Ÿ˜จ | Fearful | | DISGUSTED | ๐Ÿคข | Disgusted |

Supported Languages

| Code | Language | |------|----------| | zh | Chinese | | en | English | | yue | Cantonese | | ja | Japanese | | ko | Korean |

Result Format

{
    "text": "Transcribed text content",
    "clean_text": "Text without tags",
    "emotion": "HAPPY",
    "emotion_text": "๐Ÿ˜Š Happy",
    "language": "zh",
    "language_text": "Chinese",
    "segments": [...]
}

Supported Audio Formats

  • Native: WAV, PCM (recommended: PCM 16-bit, 16000Hz, Mono)
  • Via ffmpeg: MP3, FLAC, OGG

Configuration

| Parameter | Default | Description | |-----------|---------|-------------| | host | localhost | FunASR server host | | port | 10096 | FunASR server port | | mode | offline | Processing mode: offline, online, 2pass | | ssl_enabled | false | Enable SSL (true/false) | | use_itn | true | Enable inverse text normalization | | final_wait | 3.0 | Seconds to wait for final result |

Troubleshooting

Connection Refused

  • Ensure FunASR server is running
  • Check port is 10096 (default)
  • Verify firewall settings

SSL Error

  • Use --ssl 0 flag or ssl_enabled=False

No Transcription Output

  • Verify audio file format is supported
  • Check audio file is not corrupted
  • Ensure audio sample rate is 16000 Hz

High Latency

  • Use smaller models (e.g., SenseVoiceSmall)
  • Run server locally

References

  • FunASR Documentation: https://github.com/modelscope/FunASR
  • SenseVoice Model: https://www.modelscope.cn/models/iic/SenseVoiceSmall
  • WebSocket API: See references/websocket-api.md

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation โ€ข (~400 MCP servers for AI agents) โ€ข AI Automation / AI Agent with MCPs โ€ข AI Workflows & AI Agents โ€ข MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ŸŒŸ Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:50:08.092Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Techwolf139",
    "href": "https://github.com/techwolf139/funasr-skill",
    "sourceUrl": "https://github.com/techwolf139/funasr-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:35.618Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:35.618Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/techwolf139-funasr-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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Ads related to funasr-asr and adjacent AI workflows.