Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
제작자가 쓴 설명(영어 원문)
Local video post-production: project inspection, transcription, signed edits and export.
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 6일 점검
레지스트리 이름이 GitHub 계정 jiyangnan 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(0.2.1)은 24일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Figma Context MCP, Claude Real Video, Figma MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
The Figma MCP server brings Figma design context directly into your AI workflow.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
AgentMesh-CreatorCut is the public execution product for CreatorCut: an Agent for intelligent post-production of talking-head videos and product screen recordings.
M1 is designed for Chinese, English, and mixed-language recordings. The public client keeps media processing local, renders Director-driven interactive cards across hosts, verifies signed edit plans, previews changes, and applies only declarative reversible operations.
macOS or Ubuntu:
curl -fsSL https://raw.githubusercontent.com/jiyangnan/AgentMesh-CreatorCut/main/scripts/install.sh | bash
Windows PowerShell:
irm https://raw.githubusercontent.com/jiyangnan/AgentMesh-CreatorCut/main/scripts/install.ps1 | iex
The installers set up the pinned Node runtime, Git, FFmpeg, whisper.cpp, multilingual transcription model, secure credential backend, CLI shim, and signed managed-update channel. A successful install immediately starts the guided Agent handoff:
creatorcut onboard
onboard checks the local toolchain and trusted Director configuration, asks for the AgentMesh API key through secure standard input, guides local recording import, starts multilingual transcription, and then returns the exact next action. Agents starting another process must invoke the exact next_process.executable with next_process.argv, next_process.cwd, shell: false, and the allowlisted env_overrides merged into the host environment. Embedded API hosts may pass next_argv directly back to executeCli. OpenClaw must instead pass the exact next_openclaw.exec object to its exec tool. That object always uses the fixed literal command creatorcut __openclaw-bridge; argv is carried only in the tool's structured environment field. For the two non-secret JSON-input steps, follow the returned PTY json-line-v1 contract. API keys never use the bridge and remain a manual, private-terminal input. After that private login, OpenClaw changes only auth login to auth status in the retained non-secret continuation; the returned continuation restores the same project-scoped onboard flow and explicit local dependency overrides. The OpenClaw Skill and CreatorCut CLI must be installed from the same verified release archive. A mismatched older Skill fails closed before project access; until the matching Skill reaches ClawHub, reinstall it from the same verified release archive. next_suggested is display-only and uses placeholders when user input is still required. Run the same command at any time to resume from the first incomplete stage.
When a project was created by v0.2.1, v0.3.0 requires a one-time, explicit metadata adoption before status or mutation commands:
creatorcut project adopt-public \
--project /path/to/project.creatorcut \ --confirm-local
This verifies the existing public history and writes only local authority metadata. It does not invoke the experimental internal-project migration. --confirm-local also confirms that every v0.2.1 CreatorCut process has exited and that no legacy preview, Director request, export, or transcription task is still in progress. Do not open the project concurrently in v0.2.1 after adoption. Completed legacy generated assets, previews, and transcription work remain byte-for-byte in place and outside metadata backup, digest, and rollback deletion. Windows v0.2.1 generated-asset paths are validated without rewriting their stored bytes; moving such a project to a POSIX host before adoption is not a supported path-translation workflow. The project state must be on a local filesystem with same-volume atomic rename and reliable SQLite/OS file locking; FAT/exFAT, network shares, and cloud-synchronized virtual filesystems are not supported project locations in v0.3.
See supported platforms for the exact macOS, Ubuntu, Windows, architecture, and dependency contract.
AgentMesh-CreatorCut M1 Cycle 1–5 is complete and public stable releases are available through the signed managed-install channel. The exact activated version and artifact are recorded by the signed AgentMesh Core policy and release/production-smoke-lock.json. Production cloud admission is open for the Director main feature at the AgentMesh Core authoritative price of 50 credits. This repository contains the frozen public Protocol v1 plus a source-buildable local runtime, Director verification code, cross-platform secure credential adapters, stable JSON CLI, public MCP server, semantic card/text presentation adapters, local media import, Chinese/English/mixed whisper.cpp transcription, local Manifest preview/apply/undo/redo, and resumable export.
v0.3.0 adds digest/generation-bound public mutation recovery and verified v0.2.1 public-project adoption. Internal-project migration and rollback remain disabled until their native packaging, installation, platform, and recovery gates are complete.
Batch 3 now includes the independent creatorcut-operations/1.0 contract, immutable *_ref resolution, a real Server-generated signed remove_range fixture, the complete advertised-operation test matrix, Codex MCP App code, the public OpenClaw Skill, generic-text fixture submission, and named session/Generation/preview/export recovery tests.
Cycle 3 is closed for the M1 support matrix: the real Codex native presentation and submit gate, the real OpenClaw Skill run, generic-text fallback, and the four-point recovery matrix passed with one fixed fixture and AnswerSet digest. Claude Code is deferred to a post-M1 compatibility iteration and is not an M1 supported or release-tested host. Its source preview remains under skills/claude-code but is excluded from support claims.
Cycle 4 added the managed installer and signed release chain. Cycle 5 completed the real GitHub RC/stable tag and canonical archive, staging signed Manifest, original-color three-material dogfood, production dark deployment, approved 50-credit paid canary/rollback, persistent Core stable ReleaseManifest and a formal clean public-channel reinstall with real Server/Core preflight.
The public repository is the release carrier, while availability, admission, and the authoritative 50-credit Director price remain controlled by AgentMesh Core.
AgentMesh-CreatorCut (public, local execution)
-> creatorcut-server (private Director strategy) -> agentmesh-core (identity, entitlements, price and credits)
CreatorCut is the internal Studio/dogfood source. creatorcut-server owns card orchestration, semantic editing policy, signed plan generation, and billing recovery. agentmesh-core remains the shared control plane and price source. This product does not depend on AgentMesh360-Client.
See System boundary for the data and trust model.
Requirements:
pnpm install
pnpm verify pnpm protocol:digest pnpm pack:protocol
pnpm protocol:digest prints the stable digest that private consumers must pin. pnpm pack:protocol builds the independently consumable protocol tarball used by private services during this pre-release phase.
After a source build, the development CLI can be invoked with Node 24:
node apps/cli/dist/src/main.js doctor
The local-only media path is available for development verification:
node apps/cli/dist/src/main.js media import \
--project /path/to/demo.creatorcut \ --source /path/to/recording.mov
node apps/cli/dist/src/main.js transcribe start \ --project /path/to/demo.creatorcut \ --model /path/to/ggml-model.bin \ --language mixed
node apps/cli/dist/src/main.js export start \ --project /path/to/demo.creatorcut \ --output /path/to/demo.mp4
zh, en, auto, and mixed transcription modes are supported. The mixed mode runs local auto, Chinese, and English candidates and selects the best bilingual result. Local editing keeps original audio unless a signed Manifest explicitly requests a supported change. Applying a signed Manifest requires the exact confirmation token returned by edit preview; exporting never overwrites an existing file unless --confirm-overwrite is present.
Remote Director commands intentionally require an AgentMesh API key stored by creatorcut auth login in macOS Keychain, Windows DPAPI, or Linux Secret Service; a trusted recovery-root-signed Director keyset; an explicit endpoint, and the pinned protocol bundle digest. The official managed installer provisions the pinned public production trust bundle. A source build does not ship credentials, silently select staging, or bypass that trust configuration.
For the standalone local MCP bundle, see MCP distribution.
See Agent onboarding, privacy contract, and managed release policy. Exact Cycle 4 scope and verification are recorded in Cycle 4 closeout evidence.
This product is part of the AgentMesh360 product matrix — one account powers multiple vertical AI agents.
| Product | Repository | Site |
|---|---|---|
| AgentMesh-JobAgent — AI job-search agent for Chinese recruiting platforms | jiyangnan/AgentMesh-JobAgent | jobagent.agentmesh360.com |
| AgentMesh-CreatorCut — AI post-production for talking-head and product recordings | jiyangnan/AgentMesh-CreatorCut | creatorcut.agentmesh360.com |
| AgentMesh-Lecturecast — agentic course-video production | jiyangnan/AgentMesh-Lecturecast | lecturecast.agentmesh360.com |
| AgentMesh-Runtime — local AI agent memory and recovery | jiyangnan/AgentMesh-Runtime | runtime.agentmesh360.com |
| AgentMesh-Deploy-Agent — open-source deployment operations agent | jiyangnan/AgentMesh-Deploy-Agent | deploy.agentmesh360.com |
| AgentMesh-OfficialRecruitment — official career-site application workspace | jiyangnan/AgentMesh-OfficialRecruitmentAgent | recruit.agentmesh360.com |
Apache-2.0. See LICENSE.