docs: add clowder-ai community integration

docs/community_growth_20k.md

@@ -217,7 +217,7 @@ High-star feature requests and roadmap issues are earlier in the funnel than PRs
 | `datajuicer/data-juicer#938` HumanVBench audio/video operators | Places FunASR/SenseVoice-style speech understanding into a 6k-star data processing toolkit used to evaluate human-centric video and multimodal datasets | Current PR is open and mergeable but process-blocked while unit-test jobs are still waiting; LauraGPT posted the FunASR/SenseVoice dependency and validation follow-up at https://github.com/datajuicer/data-juicer/pull/938#issuecomment-4905235851. Wait for CI or maintainer feedback before adding more comments. |
 | `punkpeye/awesome-mcp-servers#7153` FunASR MCP server listing | Exposes FunASR to a high-star MCP discovery list used by agent-tool builders looking for local speech tools | Head `a2ec29b73fbd` is clean and mergeable with 2 successful checks and 2 expected skips. The Glama API, listing page, and score badge each return HTTP 200, and the PR now includes the required published score badge plus capability wording that matches the default SenseVoiceSmall implementation. Wait for maintainer merge without another status ping. |
 | `Arindam200/awesome-ai-apps#250` FunASR Nebius voice note analyst | Places a runnable FunASR application in a 13k-star AI app catalog, showing a canonical OpenAI-compatible transcription path and an optional same-language structured brief without coupling transcription to the LLM provider | Head `5023cfd8ba20` is mergeable and both head checks are successful. Validation covers 55 tests on Python 3.10, 3.11, 3.12, and 3.14; Ruff and format checks; real H100 transcription with FunASR 1.3.14; and desktop/mobile Playwright runs without overflow or browser errors. GitHub labels the PR `UNSTABLE` because its generated potential merge commit has no status rollup even though the head rollup is successful and no required branch checks are reported; wait for maintainer review. |
-| `zts212653/clowder-ai#1083` Qwen3-ASR service unification | Puts Qwen3-ASR into a user-facing local STT service slot by making it a `whisper-stt` backend variant instead of a separate, easier-to-misconfigure service | Head `28067864e313cd03dd3d6f4ce0a72ec5b5026b47` reports green CI after fixes for Rosetta hardware detection, Qwen3-ASR install/server dispatch, async backend locking, temp WAV cleanup, and stale setup docs; author status update: https://github.com/zts212653/clowder-ai/pull/1083#issuecomment-4910797452. Wait for maintainer re-review without duplicate comments. |
+| `zts212653/clowder-ai#1083` Qwen3-ASR service unification | Puts Qwen3-ASR into a user-facing local STT service slot by making it a `whisper-stt` backend variant instead of a separate, easier-to-misconfigure service | Merged on 2026-07-13 as `704bb735cae01be4bcd4089427bc6983c99a43a3` after fixes for Rosetta hardware detection, Qwen3-ASR install/server dispatch, async backend locking, temp WAV cleanup, and stale setup docs. Add it to the FunASR community integrations page so new users can discover the upstream service slot. |
 | `run-llama/llama_index#21958` FunASR endpoint reader | Puts FunASR behind a LlamaIndex reader for OpenAI-compatible transcription endpoints used in RAG and agent pipelines | LauraGPT rechecked head `07a8599deaebe5e7a559d62174e7a872870c2f7e` at https://github.com/run-llama/llama_index/pull/21958#issuecomment-4905345545; author acknowledged the shared-reader pytest caveat at https://github.com/run-llama/llama_index/pull/21958#issuecomment-4905384536. Keep the endpoint contract clear and avoid forcing local `funasr` dependencies into the main package. |
 | `run-llama/llama_index#21996` local FunASR reader | Gives LlamaIndex users a local SenseVoice/FunASR reader for private transcription workflows | Keep optional dependencies isolated, verify the reader does not affect default installs, and watch for maintainer guidance on package extras. |
 | `mem0ai/mem0#5571` optional FunASR transcription helper | Adds local FunASR transcription to a high-star memory layer used by agent builders | Keep FunASR optional and make examples clear about local model downloads; the current failing Vercel preview is a Mem0 team authorization gate, not a FunASR code failure, so wait for maintainer-side preview access or review. |
@@ -229,7 +229,7 @@ High-star feature requests and roadmap issues are earlier in the funnel than PRs
 | `getpaseo/paseo#1634` SenseVoice local STT model support | Adds SenseVoice to a local voice/dictation app with a visible offline STT model catalog and speech CLI path | Current PR is mergeable at head `4cc65ac6fbc9735ac487648bbbd02ee487050f31`; posted focused local validation at https://github.com/getpaseo/paseo/pull/1634#issuecomment-4905550193 covering server deps build, format check, 3 speech Vitest files with 10 tests, and server build. Wait for maintainer review without duplicate pings. |
 | `getpaseo/paseo#2044` SenseVoice, Paraformer, and multilingual Kokoro local speech models | Makes Chinese and multilingual local speech a first-class default in a 10k-star agent orchestration app instead of requiring an English-only Parakeet/Kokoro setup | Head `99e43e731dd6` is mergeable and Greptile is green, but no code test workflow ran and the PR adds no tests. LauraGPT reviewed the upstream sherpa-onnx config shapes and posted the remaining model-selection, test, and documentation requirements at https://github.com/getpaseo/paseo/pull/2044#pullrequestreview-4688090003: normalize BCP 47 tags such as `zh-CN`/`pt-BR` before catalog matching, cover Chinese defaults and explicit overrides, and update the stale local-model list in `docs/data-model.md`. One current review thread remains; wait for the author update. |
 | `infiniflow/ragflow#16473` FunASR / SenseVoice STT provider | Adds FunASR to a high-star RAG workflow product where local STT can become a visible configuration choice | The integration is now one focused commit at head `7aa7512e881f`, clean and mergeable. Focused backend tests (7 passed), frontend tests (2 passed), Ruff, ESLint, Prettier, JSON validation, and `git diff --check` passed; CodeRabbit is green. Backend reviewer `Lynn-Inf` reported LGTM and frontend reviewer `dcc123456` formally approved the current head on 2026-07-14. Wait for merge without another status ping. |
-| `infiniflow/ragflow#16844` Fun-ASR-Flash Tongyi-Qianwen provider | Places the hosted Fun-ASR-Flash model in an 84k-star RAG product while keeping existing Qwen audio behavior intact | Head `bf1bb382f452` is clean and mergeable. The author fixed MIME/URL format inference and removed inaccurate hard-coded sample-rate metadata; one current thread remains for the 10 MB Base64 input limit on local files. LauraGPT provided the official-documentation boundary, allocation-free encoded-size check, actionable URL fallback error, and focused boundary-test scope at https://github.com/infiniflow/ragflow/pull/16844#issuecomment-4956465917; wait for the contributor update. |
+| `infiniflow/ragflow#16844` Fun-ASR-Flash Tongyi-Qianwen provider | Places the hosted Fun-ASR-Flash model in an 84k-star RAG product while keeping existing Qwen audio behavior intact | Merged on 2026-07-16 as `eeb59ec4f2ac342c50c3652e8a5f0d4f63a284c4`; Fun-ASR-Flash now routes through RAGFlow's Tongyi-Qianwen speech-to-text provider with scoped `fun-asr-flash*` handling, local audio size checks, URL/data-URI support, and streaming response cleanup. Keep monitoring release notes and user feedback. |
 | `Open-Less/openless#793` Fun-ASR-Flash and unified Bailian ASR support | Adds Fun-ASR-Flash to a desktop AI client while consolidating hosted ASR configuration, exposing the model to users already selecting Qwen and Bailian providers | Head `5f4078b31b8a` is mergeable with all five checks green. LauraGPT submitted three official-documentation-backed blockers at https://github.com/Open-Less/openless/pull/793#pullrequestreview-4688035289: do not route `fun-asr-flash-8k-realtime*` WebSocket models into the batch HTTP API, preserve Singapore/workspace endpoint configuration instead of forcing the China public host, and do not inject the realtime-only `vocabulary_id` into Fun-ASR-Flash sync requests. All three threads are current and unanswered; wait for the author fix without duplicate comments. |
 | `mudler/LocalAI#10090` FunASR backend | Exposes FunASR through a high-star local AI engine used by self-hosters and edge deployments | Upstream DCO is green; the fork-side `tests` failure is a CodeQL/SARIF upload permission gate on a fork, not a FunASR backend regression. Local CPU smoke validation remains `backend/python/funasr/test.py` with four passing tests, so wait for maintainer-side review or rerun without duplicate pings. |
 | `agno-agi/agno#8501` FunASR transcription tool | Places FunASR in a high-star agent platform as a local multilingual transcription tool | Keep issue linkage and formatting gates green, avoid heavy default dependencies, and respond to review scope requests quickly. |

docs/community_projects.md

@@ -14,6 +14,7 @@ These integrations are community-maintained. Their release cadence, hardware sup
 | [xiaozhi-esp32-server](https://github.com/xinnan-tech/xiaozhi-esp32-server) | The default local ASR provider uses FunASR with SenseVoiceSmall; recognition language can be set to `auto`, `zh`, `en`, `ja`, `ko`, or `yue`. A separate FunASR runtime-server provider is also available. | [Provider implementation](https://github.com/xinnan-tech/xiaozhi-esp32-server/blob/main/main/xiaozhi-server/core/providers/asr/fun_local.py), [configuration](https://github.com/xinnan-tech/xiaozhi-esp32-server/blob/main/main/xiaozhi-server/config.yaml), and merged [#3255](https://github.com/xinnan-tech/xiaozhi-esp32-server/pull/3255). |
 | [AutoSubs](https://github.com/tmoroney/auto-subs) | An on-device int8 ONNX SenseVoice engine for subtitle generation in DaVinci Resolve, Premiere, and After Effects. | [SenseVoice model notes](https://github.com/tmoroney/auto-subs#sensevoice), [engine source](https://github.com/tmoroney/auto-subs/blob/main/AutoSubs-App/src-tauri/crates/transcription-engine/src/engines/sense_voice.rs), and merged [#629](https://github.com/tmoroney/auto-subs/pull/629). |
 | [TMSpeech](https://github.com/jxlpzqc/TMSpeech) | A Windows meeting subtitle and translation app that can run Fun-ASR-Nano INT8 through its external-command recognizer. Silero VAD completes each utterance before Nano decoding, while the existing low-cost C# streaming recognizer remains available. | [Fun-ASR-Nano setup](https://github.com/jxlpzqc/TMSpeech/blob/master/README.md#%E4%BD%BF%E7%94%A8-fun-asr-nano), [recognizer source](https://github.com/jxlpzqc/TMSpeech/blob/master/external_recognizer/simulate-streaming-funasr-nano.py), and merged [#110](https://github.com/jxlpzqc/TMSpeech/pull/110). |
+| [clowder-ai](https://github.com/zts212653/clowder-ai) | A local AI service launcher whose `whisper-stt` slot now includes Qwen3-ASR as a backend model variant, making local ASR setup visible without adding a separate speech service. | [Service manifest](https://github.com/zts212653/clowder-ai/blob/main/packages/cli/src/services/service-manifest.ts), [recommendation matrix](https://github.com/zts212653/clowder-ai/blob/main/packages/cli/src/services/recommendation-matrix.yaml), and merged [#1083](https://github.com/zts212653/clowder-ai/pull/1083). |
 | [QuQu](https://github.com/yan5xu/ququ) | A Chinese desktop voice-to-text workflow and open-source Wispr Flow alternative with a local FunASR Paraformer pipeline, bundled `funasr_server.py`, VAD, punctuation restoration, and optional LLM text optimization. | [Project README](https://github.com/yan5xu/ququ#readme), [FunASR server](https://github.com/yan5xu/ququ/blob/main/funasr_server.py), and [package metadata](https://github.com/yan5xu/ququ/blob/main/package.json). |
 | [OpenLess](https://github.com/Open-Less/openless) | An open-source macOS and Windows voice input app whose unified Bailian ASR provider exposes Fun-ASR-Flash recorded-file transcription alongside realtime ASR choices for cursor dictation and AI-prompt workflows. | [Project README](https://github.com/Open-Less/openless#readme), [DashScope multimodal ASR provider](https://github.com/Open-Less/openless/blob/beta/openless-all/app/src-tauri/src/asr/dashscope_multimodal.rs), [provider settings copy](https://github.com/Open-Less/openless/blob/beta/openless-all/app/src/i18n/en.ts), and merged [#793](https://github.com/Open-Less/openless/pull/793). |
 | [OmniVoice Studio](https://github.com/debpalash/OmniVoice-Studio) | A local voice-cloning, dubbing, dictation, and audiobook app with both an OpenAI-compatible remote ASR backend for self-hosted FunASR/SenseVoice servers and a native FunASR/SenseVoice + CAM++ path that keeps speaker identities consistent across whole recordings. | [OpenAI-compatible ASR guide](https://github.com/debpalash/OmniVoice-Studio/blob/main/docs/engines/openai-compatible-asr.md), [FunASR backend](https://github.com/debpalash/OmniVoice-Studio/blob/main/backend/services/asr_backend.py), merged [#1003](https://github.com/debpalash/OmniVoice-Studio/pull/1003), and merged [#1167](https://github.com/debpalash/OmniVoice-Studio/pull/1167). |

docs/community_projects_zh.md

@@ -14,6 +14,7 @@
 | [xiaozhi-esp32-server](https://github.com/xinnan-tech/xiaozhi-esp32-server) | 默认本地 ASR provider 使用 FunASR + SenseVoiceSmall；识别语种可设为 `auto`、`zh`、`en`、`ja`、`ko` 或 `yue`，同时也提供独立 FunASR runtime server provider。 | [Provider 实现](https://github.com/xinnan-tech/xiaozhi-esp32-server/blob/main/main/xiaozhi-server/core/providers/asr/fun_local.py)、[配置](https://github.com/xinnan-tech/xiaozhi-esp32-server/blob/main/main/xiaozhi-server/config.yaml) 和已合并 [#3255](https://github.com/xinnan-tech/xiaozhi-esp32-server/pull/3255)。 |
 | [AutoSubs](https://github.com/tmoroney/auto-subs) | 面向 DaVinci Resolve、Premiere 和 After Effects 字幕生成的端侧 int8 ONNX SenseVoice 引擎。 | [SenseVoice 模型说明](https://github.com/tmoroney/auto-subs#sensevoice)、[引擎源码](https://github.com/tmoroney/auto-subs/blob/main/AutoSubs-App/src-tauri/crates/transcription-engine/src/engines/sense_voice.rs) 和已合并 [#629](https://github.com/tmoroney/auto-subs/pull/629)。 |
 | [TMSpeech](https://github.com/jxlpzqc/TMSpeech) | Windows 会议字幕与翻译工具，可通过外部命令识别器运行 Fun-ASR-Nano INT8。Silero VAD 先完成语音段切分再调用 Nano 解码，同时保留原有低成本 C# 流式识别器。 | [Fun-ASR-Nano 配置](https://github.com/jxlpzqc/TMSpeech/blob/master/README.md#%E4%BD%BF%E7%94%A8-fun-asr-nano)、[识别器源码](https://github.com/jxlpzqc/TMSpeech/blob/master/external_recognizer/simulate-streaming-funasr-nano.py) 和已合并 [#110](https://github.com/jxlpzqc/TMSpeech/pull/110)。 |
+| [clowder-ai](https://github.com/zts212653/clowder-ai) | 本地 AI 服务启动器；`whisper-stt` 服务位现在包含 Qwen3-ASR 作为 backend model variant，让本地 ASR 安装入口保持可见，同时不再新增一个独立语音服务。 | [服务 manifest](https://github.com/zts212653/clowder-ai/blob/main/packages/cli/src/services/service-manifest.ts)、[推荐矩阵](https://github.com/zts212653/clowder-ai/blob/main/packages/cli/src/services/recommendation-matrix.yaml) 和已合并 [#1083](https://github.com/zts212653/clowder-ai/pull/1083)。 |
 | [蛐蛐 / QuQu](https://github.com/yan5xu/ququ) | 中文桌面语音转文字工作流，也是 Wispr Flow 的开源替代方案；内置本地 FunASR Paraformer pipeline、`funasr_server.py`、VAD、标点恢复，并可接入 LLM 文本优化。 | [项目 README](https://github.com/yan5xu/ququ#readme)、[FunASR server](https://github.com/yan5xu/ququ/blob/main/funasr_server.py) 和 [package metadata](https://github.com/yan5xu/ququ/blob/main/package.json)。 |
 | [OpenLess](https://github.com/Open-Less/openless) | macOS 与 Windows 开源语音输入应用；统一 Bailian ASR provider 暴露 Fun-ASR-Flash 录音文件转写，并与实时 ASR 选项一起服务于光标听写和 AI prompt 工作流。 | [项目 README](https://github.com/Open-Less/openless#readme)、[DashScope multimodal ASR provider](https://github.com/Open-Less/openless/blob/beta/openless-all/app/src-tauri/src/asr/dashscope_multimodal.rs)、[provider settings copy](https://github.com/Open-Less/openless/blob/beta/openless-all/app/src/i18n/zh-CN.ts) 和已合并 [#793](https://github.com/Open-Less/openless/pull/793)。 |
 | [OmniVoice Studio](https://github.com/debpalash/OmniVoice-Studio) | 本地语音克隆、配音、听写和有声书应用；既可通过 OpenAI 兼容远程 ASR backend 连接自托管 FunASR/SenseVoice 服务，也提供原生 FunASR/SenseVoice + CAM++ 路径，让整段录音里的 speaker identity 保持一致。 | [OpenAI 兼容 ASR 指南](https://github.com/debpalash/OmniVoice-Studio/blob/main/docs/engines/openai-compatible-asr.md)、[FunASR backend](https://github.com/debpalash/OmniVoice-Studio/blob/main/backend/services/asr_backend.py)、已合并 [#1003](https://github.com/debpalash/OmniVoice-Studio/pull/1003) 和已合并 [#1167](https://github.com/debpalash/OmniVoice-Studio/pull/1167)。 |