Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Wwise automation via WAAPI: 45 tools, batch super-interfaces, subscriptions, SoundBank, profiler.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 WilliamWAudio 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.4.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, 好縮 Short
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Smart URL shortener: create, tag and track short links on s.gooo.name.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Connect an AI assistant to Audiokinetic Wwise for game-audio batch editing, project inspection, profiling, and audition. GWwise is a local Model Context Protocol (MCP) server backed by the Wwise Authoring API (WAAPI).
English · 简体中文 · Download Windows executable · Workflows · Compatibility · Validation
Canonical project: WilliamWAudio/wwise-mcp-server. Repository name: wwise-mcp-server; executable and MCP server name: gwwise-mcp-server; short name: GWwise. This is an independent community project, not an Audiokinetic product.
The public catalog exposes 45 MCP tools: 44 definitions in knowledge/defs.json, plus wwise_connect added by the server. Of these, 17 names start with `batch_`. These are interface counts, not a benchmark or a claim that every workflow is one call.
| Need | How this project approaches it | Boundary |
|---|---|---|
| Simple Windows deployment | Official releases provide one executable; users do not need Python or Node.js to run it | Wwise Authoring with WAAPI is still required; obtain binaries from a trusted release |
| Repetitive authoring work | Purpose-built tools for source replacement, hierarchy synchronization, renaming, and routing | Some operations allow partial success; inspect each returned result |
| Version-aware requests | Dynamic function, topic, and schema discovery from the connected Wwise instance | Discovery is not proof of compatibility with every release; see version evidence |
| Fewer manual API payloads | Higher-level tools coexist with raw WAAPI and WAQL access | Raw calls can modify or delete content; there is no universal read-only enforcement mode |
| Agent operating guidance | Official binaries include the maintainer's tuned knowledge base | Public source builds use fallback instructions; source and knowledge licensing differ |
gwwise-mcp-server.exe from GitHub Releases. This is a local stdio server, not a hosted service to deploy to a cloud URL.8080.Claude Desktop / Claude Code configuration example (claude_desktop_config.json / .mcp.json):
{
"mcpServers": { "wwise": { "command": "C:/Tools/GWwise/gwwise-mcp-server.exe", "args": ["--wwise-host", "127.0.0.1", "--wwise-port", "8080"] } } }
Cursor example (.cursor/mcp.json):
{
"mcpServers": { "wwise": { "command": "C:/Tools/GWwise/gwwise-mcp-server.exe", "args": ["--wwise-port", "8080"] } } }
Codex configuration example (config.toml):
[mcp_servers.wwise]
command = "C:/Tools/GWwise/gwwise-mcp-server.exe" args = ["--wwise-host", "127.0.0.1", "--wwise-port", "8080"]
Client configuration locations and approval controls vary by client version. The server can start before Wwise is open and connects when a tool needs WAAPI. Its connection code may try nearby fallback ports: verify the returned project and endpoint before any edit, especially when multiple Wwise instances are open.
Connect to Wwise and report the connected application version and project identity. Query the selected objects and list available schemas. Do not change project objects, save the project, generate SoundBanks, delete files, start playback, or change the profiler session.
This is an instruction to the assistant, not a server-enforced permission boundary. A client that supports tool allowlists should expose only the needed inspection tools first.
These are reproducible workflow guides, not a claim that the scenarios were run successfully during this documentation update.
| Task | Guide | Useful starting tools |
|---|---|---|
| Replace same-name WAV sources while preserving the existing Sound hierarchy | Replace audio sources without creating new Sounds | waapi_query, list_local_audio_files, batch_replace_audio_by_name |
| Review object properties, routing, references, and SoundBank inclusion | Inspect and audit a Wwise project | waapi_query, waapi_get_schema, get_soundbank_inclusions |
| Sample runtime state and preview an Event | Profiler sampling and controlled audition | profiler_capture, transport_play, transport_control |
Example requests:
preview_only: true where the tool supports it.”| Domain | Tools |
|---|---|
| Core | waapi_call, waapi_query, wwise_connect |
| Local files | list_local_audio_files, create_path_if_not_exists, get_project_languages |
| Batch rename | batch_rename_lowercase, batch_rename_titlecase, batch_rename_uppercase, batch_rename_find_replace, batch_rename_add_prefix, batch_rename_add_suffix |
| Batch structure | batch_delete, batch_smart_delete, batch_delete_unused_descendants, batch_convert_type, batch_set_property, batch_move, batch_get_children_by_type |
| Structure synchronization | batch_copy_missing_descendants, batch_move_missing_descendants, batch_sync_output_bus_by_relative_path |
| Audio sources | batch_replace_audio_by_name, cleanup_unused_originals_files |
| Introspection | waapi_list_functions, waapi_list_topics, waapi_get_schema |
| SoundBank | generate_soundbanks, get_soundbank_inclusions |
| Profiler | profiler_capture |
| Remote connection | remote_list_consoles, remote_connect, remote_disconnect |
| Wwise UI | ui_get_selection, ui_list_commands, ui_execute_command |
| Subscriptions | waapi_subscribe, waapi_poll_events, waapi_wait_for_event, waapi_list_subscriptions, waapi_unsubscribe |
| Health / audition | wwise_get_info, transport_play, transport_control, transport_list |
The authoritative parameter definitions are in knowledge/defs.json and src/bin/mcp_server.rs. Inspect the schema instead of assuming similarly named tools have identical options.
preview_only when supported. batch_replace_audio_by_name and raw batch_delete do not provide the same preview contract.cleanup_unused_originals_files can permanently delete files; Wwise Undo does not recover them. A preview can also write a report. Do not enable cleanup as part of routine inspection.The maintainer previously reported use across Wwise 2019–2025; the repository description separately mentioned 2021 and 2024. Exact-build evidence is not yet published in this checkout, so these are not presented as a verified per-version support matrix. See compatibility for recording a run.
The source contains 175 test cases across unit, definition-contract, knowledge-text routing-contract, protocol, and live-Wwise suites. This does not mean 175 live-Wwise tests: there are nine live test functions, and some tests return early when Wwise or the private knowledge base is absent. A green aggregate alone is not proof of E2E coverage. See validation and reproduction.
Install a Rust toolchain and the platform's native build prerequisites, then run:
cargo build --release
The Windows executable is target/release/gwwise-mcp-server.exe. A source build has the same public tool definitions but fallback instructions because knowledge/base.txt is intentionally absent. Do not infer non-Windows support or a minimum Rust version from this command; see compatibility.
Documentation and metadata checks for contributors (Node.js required only for this check, not for running GWwise):
node scripts/check-docs.mjs
.exe is not an MCPB package. No new Registry publication is claimed by these files.glama.json identifies the maintainer for directory metadata; it does not claim ownership verification or directory review is complete.LICENSE.knowledge/LICENSE. Do not describe the entire official binary as MIT-licensed.Maintainer: WilliamWAudio / william.wang. Report reproducible problems in GitHub Issues, including the GWwise version, exact Wwise build, operating system, task, and redacted error. Do not post private project paths, credentials, or copyrighted audio without permission.