Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
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
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
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Techwolf139
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
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.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Techwolf139
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
cd /path/to/FunASR/runtime/python/websocket
python funasr_wss_server.py --port 10096 \
--asr_model iic/SenseVoiceSmall \
--ngpu 0bash
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": "๐ Happy",
"language": "zh",
"language_text": "Chinese",
"segments": [...]
}Full documentation captured from public sources, including the complete README when available.
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
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:
This skill provides instructions for connecting to a local FunASR WebSocket server to perform speech-to-text transcription with emotion and language detection.
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
Python Dependencies
pip install websockets numpy
ffmpeg (optional)
Required for non-WAV formats:
# macOS
brew install ffmpeg
# Ubuntu/Debian
sudo apt install ffmpeg
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.
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())
When using SenseVoice model, the transcription result includes emotion and language information:
| Emotion | Emoji | Description | |---------|-------|-------------| | NEUTRAL | ๐ | Neutral | | HAPPY | ๐ | Happy | | SAD | ๐ข | Sad | | ANGRY | ๐ | Angry | | FEARFUL | ๐จ | Fearful | | DISGUSTED | ๐คข | Disgusted |
| Code | Language | |------|----------| | zh | Chinese | | en | English | | yue | Cantonese | | ja | Japanese | | ko | Korean |
{
"text": "Transcribed text content",
"clean_text": "Text without tags",
"emotion": "HAPPY",
"emotion_text": "๐ Happy",
"language": "zh",
"language_text": "Chinese",
"segments": [...]
}
| 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 |
--ssl 0 flag or ssl_enabled=Falsereferences/websocket-api.mdMachine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
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
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 | ๐ Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
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
}
]Sponsored
Ads related to funasr-asr and adjacent AI workflows.