# canicode MCP Server

Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.

**Publisher claimed.** No tool list reported, and Pod has not connected to this server.

## Status

Pod has not dialled canicode yet, so everything on this page is what its publisher reported rather than what we observed. Registries describe servers; they do not connect to them. Until a check runs, treat the tool list below as a claim.

## Connect

Published as `canicode` on npm. Runs locally.

## Known issues

**47 problems reported by people outside the maintainer team.** Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 12.

### Most discussed

### test: 통합 테스트 및 누락된 테스트 추가

## 문제

현재 모든 테스트가 유닛 테스트이며, 다음 영역에 테스트가 없습니다:

### 1. 통합 테스트 부재
- fixture 파일 → CLI 전체 흐름 (analyze → report 생성) 테스트 없음
- MCP 서버의 tool handler 통합 테스트 없음
- end-to-end 흐름 검증 불가

### 2. 플러그인 코드 무테스트
- `app/figma-plugin/src/main.ts` (526줄) 테스트 없음
- Figma API를 직접 테스트할 수 없지만, **변환 로직은 순수 함수로 추출하여 테스트 가능**

### 3. 웹앱 비즈니스 로직 무테스트
- `app/web/src/index.html` 내 ~300줄 JavaScript 로직 테스트 없음

### 4. HTML 리포트 스냅샷 테스트 없음
- `report-html/` 출력 변경을 감지할 방법 없음

## 제안

### Phase 1: 통합 테스트
```typescript
// cli.integratio

[Read the thread](https://github.com/let-sunny/canicode/issues/50) · 2026-03-25 · closed · 5 comments

### feat: Figma MCP 에이전트 연동 — 디자인 리뷰 자동화

## 배경

Figma MCP가 에이전트 기반 디자인 읽기/쓰기를 지원:
- `use_figma`: Plugin API JavaScript 실행으로 디자인 직접 create/edit/delete (2026-03-24 런칭)
- `generate_figma_design`: 웹 UI 캡처 → flat Figma 레이어 변환
- `get_design_context` + `get_metadata`: 디자인 구조/스타일 읽기

이 파이프라인에 canicode를 끼워넣으면 **코드리뷰처럼 디자인 리뷰를 자동화**할 수 있음.

## 유스케이스 3가지

### 1. 바이브코딩 시 디자인 품질 게이트
에이전트가 Figma MCP로 디자인을 수정할 때, 수정 전후로 canicode를 자동 실행하여 품질 저하 방지.

```
에이전트가 Figma 디자인 수정 (use_figma)
    ↓
canicode analyze (자동 실행)
    ↓
점수 하락 시 → 에이전트에게 "이 수정으로 Struct

[Read the thread](https://github.com/let-sunny/canicode/issues/92) · 2026-03-26 · closed · 4 comments

### User-flow test: `claude plugin add canicode` registers skills + MCP server (C)

## Why

#489 Phase 1 (#493) shipped \`.claude-plugin/plugin.json\` declaring three skill roots and the \`canicode-mcp\` MCP server. Published as part of v0.11.4 on npm. The hypothesis: a fresh Claude Code user can run **one command** (\`claude plugin add canicode\`) and have the three skills + MCP server registered — no \`canicode init\`, no manual MCP add, no copying files.

This issue is the user-flow test for that hypothesis. We hand the test plan below to **a fresh agent that knows nothing a

[Read the thread](https://github.com/let-sunny/canicode/issues/496) · 2026-04-25 · closed · 3 comments

### chore: 캘리브레이션 파이프라인 고도화

## 배경

6개 픽스처 전체 캘리브레이션을 돌린 결과, 파이프라인 자체는 설계 의도대로 작동하지만 효율성과 수렴성에 개선이 필요한 3가지 문제가 발견됨.

### 캘리브레이션 결과 요약

| Fixture | Grade | Similarity | Proposals | Applied | Rejected |
|---------|-------|-----------|-----------|---------|----------|
| figma-ui3-kit | B (75%) | 81% | 2 | 0 | 2 |
| material3-kit-1 | B (79%) | 93% | 5 | 0 | 5 |
| material3-kit-2 | B (77%) | 97% | 8 | 3 | 5 |
| simple-ds-card-grid | C+ (71%) | 95% | 9 | 1 | 7 |
| simple-ds-page-sections | B+ (80%) | 98% | 9 | 2 | 7 |
| simple-ds

[Read the thread](https://github.com/let-sunny/canicode/issues/14) · 2026-03-24 · closed · 3 comments

### [UX] Onboarding & tooling friction tracker (1st pass)

<!-- Paste into: https://github.com/let-sunny/canicode/issues/new?template=feature.yml -->
<!-- Or: gh issue create --title "..." --body-file .github/ISSUE-DRAFT-onboarding-ux-tracker.md  (after gh auth login) -->

# [UX] Onboarding & tooling friction tracker (1st pass)

**Labels:** `enhancement` (consider `documentation` for doc-only items)

**Summary:** Meta-issue tracking first-pass UX pain points around `canicode init`, Claude vs Cursor paths, MCP file locations, Figma reload, agent limits, 

[Read the thread](https://github.com/let-sunny/canicode/issues/461) · 2026-04-22 · closed · 2 comments

### Most recent

### Step 7d: send_code_connect_mappings errors as duplicate after add_code_connect_map already publishes

## Observed

During #527 Section A Pass B mapping registration (2026-04-28), the agent reported:

> Mapping confirmed live: 3384:3 → src/Button.tsx. The send_code_connect_mappings error was a no-op duplicate (the add_* call already persisted it).

So the contract is:
- \`add_code_connect_map\` already publishes the mapping (server-side persistence happens at this call).
- \`send_code_connect_mappings\` then errors because the mapping is already there.

Result is correct (\`Code Connect: ✅ mapped

[Read the thread](https://github.com/let-sunny/canicode/issues/534) · 2026-04-27 · closed · 0 comments

### doctor: pre-flight check for Figma component publish status before Step 7 mapping attempt

## Observed friction

During #527 Section A Pass B live verification (2026-04-28), Step 7 attempted \`add_code_connect_map\` + \`send_code_connect_mappings\` on a COMPONENT node and got \`Code Connect: ❌ failed — Published component not found. Please make sure component/component set is published before mapping.\`

The wrap-up's friendly remediation hint (\"publish the Figma library, then re-invoke\") is good, but **the user only learns about the prereq after a failed API attempt**. They have al

[Read the thread](https://github.com/let-sunny/canicode/issues/532) · 2026-04-27 · closed · 0 comments

### feat(rules): unmapped-component analyze rule (#509 sub-task 3)

Phase 1 (#509) sub-task 3 — add an analyze rule that flags Figma main components without a Code Connect mapping, so users notice unmapped components during normal `canicode analyze` runs and can fix them via `/canicode-roundtrip` (which now closes with mapping registration, #515 / #516).

## Why now (no base-rate gating)

Originally this was deferred behind a base-rate measurement ("how often does this fire on real designs?"). Decision: ship it without that gate. The closing-step roundtrip (#515

[Read the thread](https://github.com/let-sunny/canicode/issues/520) · 2026-04-27 · closed · 0 comments

### feat(skill): canicode-componentize — guide Claude through Figma Code Connect MCP tools (#509 sub-task 2)

Phase 1 (#509) sub-task 2 — the actual user-facing flow for **single component → Code Connect mapping**.

## Why this is a skill-only sub-task

The Figma MCP tools (`get_code_connect_suggestions`, `add_code_connect_map`, `send_code_connect_mappings`, `get_code_connect_map`) are called by the host (Claude Code) directly — canicode is not a Figma MCP client. The mapping registration + code-side wiring is owned by Figma's Code Connect tool itself. canicode's job here is **only to author the SKILL.m

[Read the thread](https://github.com/let-sunny/canicode/issues/514) · 2026-04-27 · closed · 1 comment

### feat(doctor): canicode doctor — Code Connect prerequisite check (#509 sub-task 1)

Phase 1 (#509) sub-task 1 — the prerequisite check that gates every other Code Connect step.

## Why this is sub-task 1

Code Connect requires the user's code repo to have `@figma/code-connect` installed and `figma.config.json` configured. Without these, every other Phase 1 step (MCP wrapper, invoke surface, match-confirmation UX) silently dead-ends with a confusing error from the Figma MCP tools. Surfacing the missing prerequisites with clear remediation is the cheapest, highest-leverage first 

[Read the thread](https://github.com/let-sunny/canicode/issues/512) · 2026-04-27 · closed · 0 comments

### feat(componentization): Phase 1 — single component → Code Connect mapping (Workflow 1 epic)

## Roadmap context

This is **Phase 1** of the canicode bootstrap roadmap (see `docs/WORKFLOWS.md`):

| Phase | Workflow | Status | Tracking |
|---|---|---|---|
| 1 | Component-to-code mapping | 🚧 Partial — this issue | **(this epic)** |
| 2 | Screen-to-code handoff | ✅ Largely shipped | (separate epic) |
| 3 | Bootstrap a design system from screens | 🗺️ Planned | #508 |

## User scenario

A designer/developer runs `canicode-roundtrip` on a Figma component → answers gotchas → annotations are wri

[Read the thread](https://github.com/let-sunny/canicode/issues/509) · 2026-04-27 · closed · 1 comment

### docs: "Other agents" install guide for non-Claude/Cursor hosts (manual skill copy)

## Why

Post-#496/#500 decision (see memory `project_init_vs_plugin.md`): canicode is **Claude-first**, no plugin/host abstractions. But we still ship 3 AgentSkills-compatible skills via npm — non-Claude users *can* use them by copying SKILL.md files into their host's scan path. We just need to document it instead of building flags for it.

## Scope

Add a short section to `docs/CUSTOMIZATION.md` (and a one-line README pointer) titled something like **"Other agents (manual install)"** covering:

[Read the thread](https://github.com/let-sunny/canicode/issues/501) · 2026-04-25 · closed · 0 comments

[See all 21 reports Pod holds for canicode](/mcp/canicode/issues) — of 47 qualified upstream.

## Firsthand observations

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