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refactor: replace Code Index MCP with native CCW CodexLens

Browse Source 
Migrate all Code Index MCP references to CCW's built-in CodexLens tool:
- Update context-search-agent with codex_lens API calls
- Update test-context-search-agent with new search patterns
- Update memory/load command file discovery reference
- Update context-gather and task-generate-tdd MCP capabilities
- Update INSTALL docs to reflect CodexLens as built-in feature
- Sync all mirrored files in skills/command-guide/reference/

Old API (mcp__code-index__*) → New API (mcp__ccw-tools__codex_lens)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
catlog22
2025-12-14 10:26:12 +08:00
parent 958cf290e2
commit d4499cc6d7
12 changed files with 91 additions and 89 deletions
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63
.claude/agents/context-search-agent.md
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@@ -44,19 +44,19 @@ You are a context discovery specialist focused on gathering relevant project inf
**Use**: Unfamiliar APIs/libraries/patterns **Use**: Unfamiliar APIs/libraries/patterns
### 3. Existing Code Discovery ### 3. Existing Code Discovery
**Primary (Code-Index MCP)**: **Primary (CCW CodexLens MCP)**:
- `mcp__code-index__set_project_path()` - Initialize index - `mcp__ccw-tools__codex_lens(action="init", path=".")` - Initialize index
- `mcp__code-index__find_files(pattern)` - File pattern matching - `mcp__ccw-tools__codex_lens(action="search", query="pattern")` - Content search
- `mcp__code-index__search_code_advanced()` - Content search - `mcp__ccw-tools__codex_lens(action="search_files", query="pattern")` - File search (paths only)
- `mcp__code-index__get_file_summary()` - File structure analysis - `mcp__ccw-tools__codex_lens(action="symbol", file="path")` - File structure analysis
- `mcp__code-index__refresh_index()` - Update index - `mcp__ccw-tools__codex_lens(action="update", files=[...])` - Update specific files
**Fallback (CLI)**: **Fallback (CLI)**:
- `rg` (ripgrep) - Fast content search - `rg` (ripgrep) - Fast content search
- `find` - File discovery - `find` - File discovery
- `Grep` - Pattern matching - `Grep` - Pattern matching
**Priority**: Code-Index MCP > ripgrep > find > grep **Priority**: CodexLens MCP > ripgrep > find > grep
## Simplified Execution Process (3 Phases) ## Simplified Execution Process (3 Phases)
@@ -77,9 +77,8 @@ if (file_exists(contextPackagePath)) {
**1.2 Foundation Setup**: **1.2 Foundation Setup**:
```javascript ```javascript
// 1. Initialize Code Index (if available) // 1. Initialize CodexLens (if available)
mcp__code-index__set_project_path(process.cwd()) mcp__ccw-tools__codex_lens({ action: "init", path: "." })
mcp__code-index__refresh_index()
// 2. Project Structure // 2. Project Structure
bash(ccw tool exec get_modules_by_depth '{}') bash(ccw tool exec get_modules_by_depth '{}')
@@ -212,18 +211,18 @@ mcp__exa__web_search_exa({
**Layer 1: File Pattern Discovery** **Layer 1: File Pattern Discovery**
```javascript ```javascript
// Primary: Code-Index MCP // Primary: CodexLens MCP
const files = mcp__code-index__find_files("*{keyword}*") const files = mcp__ccw-tools__codex_lens({ action: "search_files", query: "*{keyword}*" })
// Fallback: find . -iname "*{keyword}*" -type f // Fallback: find . -iname "*{keyword}*" -type f
``` ```
**Layer 2: Content Search** **Layer 2: Content Search**
```javascript ```javascript
// Primary: Code-Index MCP // Primary: CodexLens MCP
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "{keyword}", action: "search",
file_pattern: "*.ts", query: "{keyword}",
output_mode: "files_with_matches" path: "."
}) })
// Fallback: rg "{keyword}" -t ts --files-with-matches // Fallback: rg "{keyword}" -t ts --files-with-matches
``` ```
@@ -231,11 +230,10 @@ mcp__code-index__search_code_advanced({
**Layer 3: Semantic Patterns** **Layer 3: Semantic Patterns**
```javascript ```javascript
// Find definitions (class, interface, function) // Find definitions (class, interface, function)
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "^(export )?(class|interface|type|function) .*{keyword}", action: "search",
regex: true, query: "^(export )?(class|interface|type|function) .*{keyword}",
output_mode: "content", path: "."
context_lines: 2
}) })
``` ```
@@ -243,21 +241,22 @@ mcp__code-index__search_code_advanced({
```javascript ```javascript
// Get file summaries for imports/exports // Get file summaries for imports/exports
for (const file of discovered_files) { for (const file of discovered_files) {
const summary = mcp__code-index__get_file_summary(file) const summary = mcp__ccw-tools__codex_lens({ action: "symbol", file: file })
// summary: {imports, functions, classes, line_count} // summary: {symbols: [{name, type, line}]}
} }
``` ```
**Layer 5: Config & Tests** **Layer 5: Config & Tests**
```javascript ```javascript
// Config files // Config files
mcp__code-index__find_files("*.config.*") mcp__ccw-tools__codex_lens({ action: "search_files", query: "*.config.*" })
mcp__code-index__find_files("package.json") mcp__ccw-tools__codex_lens({ action: "search_files", query: "package.json" })
// Tests // Tests
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "(describe|it|test).*{keyword}", action: "search",
file_pattern: "*.{test,spec}.*" query: "(describe|it|test).*{keyword}",
path: "."
}) })
``` ```
@@ -560,14 +559,14 @@ Output: .workflow/session/{session}/.process/context-package.json
- Expose sensitive data (credentials, keys) - Expose sensitive data (credentials, keys)
- Exceed file limits (50 total) - Exceed file limits (50 total)
- Include binaries/generated files - Include binaries/generated files
- Use ripgrep if code-index available - Use ripgrep if CodexLens available
**ALWAYS**: **ALWAYS**:
- Initialize code-index in Phase 0 - Initialize CodexLens in Phase 0
- Execute get_modules_by_depth.sh - Execute get_modules_by_depth.sh
- Load CLAUDE.md/README.md (unless in memory) - Load CLAUDE.md/README.md (unless in memory)
- Execute all 3 discovery tracks - Execute all 3 discovery tracks
- Use code-index MCP as primary - Use CodexLens MCP as primary
- Fallback to ripgrep only when needed - Fallback to ripgrep only when needed
- Use Exa for unfamiliar APIs - Use Exa for unfamiliar APIs
- Apply multi-factor scoring - Apply multi-factor scoring

15
.claude/agents/test-context-search-agent.md
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@@ -36,10 +36,10 @@ You are a test context discovery specialist focused on gathering test coverage i
**Use**: Phase 1 source context loading **Use**: Phase 1 source context loading
### 2. Test Coverage Discovery ### 2. Test Coverage Discovery
**Primary (Code-Index MCP)**: **Primary (CCW CodexLens MCP)**:
- `mcp__code-index__find_files(pattern)` - Find test files (*.test.*, *.spec.*) - `mcp__ccw-tools__codex_lens(action="search_files", query="*.test.*")` - Find test files
- `mcp__code-index__search_code_advanced()` - Search test patterns - `mcp__ccw-tools__codex_lens(action="search", query="pattern")` - Search test patterns
- `mcp__code-index__get_file_summary()` - Analyze test structure - `mcp__ccw-tools__codex_lens(action="symbol", file="path")` - Analyze test structure
**Fallback (CLI)**: **Fallback (CLI)**:
- `rg` (ripgrep) - Fast test pattern search - `rg` (ripgrep) - Fast test pattern search
@@ -120,9 +120,10 @@ for (const summary_path of summaries) {
**2.1 Existing Test Discovery**: **2.1 Existing Test Discovery**:
```javascript ```javascript
// Method 1: Code-Index MCP (preferred) // Method 1: CodexLens MCP (preferred)
const test_files = mcp__code-index__find_files({ const test_files = mcp__ccw-tools__codex_lens({
patterns: ["*.test.*", "*.spec.*", "*test_*.py", "*_test.go"] action: "search_files",
query: "*.test.* OR *.spec.* OR test_*.py OR *_test.go"
}); });
// Method 2: Fallback CLI // Method 2: Fallback CLI

2
.claude/commands/memory/load.md
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@@ -39,7 +39,7 @@ The command fully delegates to **universal-executor agent**, which autonomously:
1. **Analyzes Project Structure**: Executes `get_modules_by_depth.sh` to understand architecture 1. **Analyzes Project Structure**: Executes `get_modules_by_depth.sh` to understand architecture
2. **Loads Documentation**: Reads CLAUDE.md, README.md and other key docs 2. **Loads Documentation**: Reads CLAUDE.md, README.md and other key docs
3. **Extracts Keywords**: Derives core keywords from task description 3. **Extracts Keywords**: Derives core keywords from task description
4. **Discovers Files**: Uses MCP code-index or rg/find to locate relevant files 4. **Discovers Files**: Uses CodexLens MCP or rg/find to locate relevant files
5. **CLI Deep Analysis**: Executes Gemini/Qwen CLI for deep context analysis 5. **CLI Deep Analysis**: Executes Gemini/Qwen CLI for deep context analysis
6. **Generates Content Package**: Returns structured JSON core content package 6. **Generates Content Package**: Returns structured JSON core content package

2
.claude/commands/workflow/tools/context-gather.md
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@@ -237,7 +237,7 @@ Execute complete context-search-agent workflow for implementation planning:
### Phase 1: Initialization & Pre-Analysis ### Phase 1: Initialization & Pre-Analysis
1. **Project State Loading**: Read and parse `.workflow/project.json`. Use its `overview` section as the foundational `project_context`. This is your primary source for architecture, tech stack, and key components. If file doesn't exist, proceed with fresh analysis. 1. **Project State Loading**: Read and parse `.workflow/project.json`. Use its `overview` section as the foundational `project_context`. This is your primary source for architecture, tech stack, and key components. If file doesn't exist, proceed with fresh analysis.
2. **Detection**: Check for existing context-package (early exit if valid) 2. **Detection**: Check for existing context-package (early exit if valid)
3. **Foundation**: Initialize code-index, get project structure, load docs 3. **Foundation**: Initialize CodexLens, get project structure, load docs
4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state 4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state
### Phase 2: Multi-Source Context Discovery ### Phase 2: Multi-Source Context Discovery

4
.claude/commands/workflow/tools/task-generate-tdd.md
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@@ -113,7 +113,7 @@ Phase 2: Agent Execution (Document Generation)
// Existing test patterns and coverage analysis // Existing test patterns and coverage analysis
}, },
"mcp_capabilities": { "mcp_capabilities": {
"code_index": true, "codex_lens": true,
"exa_code": true, "exa_code": true,
"exa_web": true "exa_web": true
} }
@@ -338,7 +338,7 @@ Generate all three documents and report completion status:
- TDD cycles configured: N cycles with quantified test cases - TDD cycles configured: N cycles with quantified test cases
- Artifacts integrated: synthesis-spec, guidance-specification, N role analyses - Artifacts integrated: synthesis-spec, guidance-specification, N role analyses
- Test context integrated: existing patterns and coverage - Test context integrated: existing patterns and coverage
- MCP enhancements: code-index, exa-research - MCP enhancements: CodexLens, exa-research
- Session ready for TDD execution: /workflow:execute - Session ready for TDD execution: /workflow:execute
` `
) )

63
.claude/skills/command-guide/reference/agents/context-search-agent.md
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@@ -44,19 +44,19 @@ You are a context discovery specialist focused on gathering relevant project inf
**Use**: Unfamiliar APIs/libraries/patterns **Use**: Unfamiliar APIs/libraries/patterns
### 3. Existing Code Discovery ### 3. Existing Code Discovery
**Primary (Code-Index MCP)**: **Primary (CCW CodexLens MCP)**:
- `mcp__code-index__set_project_path()` - Initialize index - `mcp__ccw-tools__codex_lens(action="init", path=".")` - Initialize index
- `mcp__code-index__find_files(pattern)` - File pattern matching - `mcp__ccw-tools__codex_lens(action="search", query="pattern")` - Content search
- `mcp__code-index__search_code_advanced()` - Content search - `mcp__ccw-tools__codex_lens(action="search_files", query="pattern")` - File search (paths only)
- `mcp__code-index__get_file_summary()` - File structure analysis - `mcp__ccw-tools__codex_lens(action="symbol", file="path")` - File structure analysis
- `mcp__code-index__refresh_index()` - Update index - `mcp__ccw-tools__codex_lens(action="update", files=[...])` - Update specific files
**Fallback (CLI)**: **Fallback (CLI)**:
- `rg` (ripgrep) - Fast content search - `rg` (ripgrep) - Fast content search
- `find` - File discovery - `find` - File discovery
- `Grep` - Pattern matching - `Grep` - Pattern matching
**Priority**: Code-Index MCP > ripgrep > find > grep **Priority**: CodexLens MCP > ripgrep > find > grep
## Simplified Execution Process (3 Phases) ## Simplified Execution Process (3 Phases)
@@ -77,9 +77,8 @@ if (file_exists(contextPackagePath)) {
**1.2 Foundation Setup**: **1.2 Foundation Setup**:
```javascript ```javascript
// 1. Initialize Code Index (if available) // 1. Initialize CodexLens (if available)
mcp__code-index__set_project_path(process.cwd()) mcp__ccw-tools__codex_lens({ action: "init", path: "." })
mcp__code-index__refresh_index()
// 2. Project Structure // 2. Project Structure
bash(ccw tool exec get_modules_by_depth '{}') bash(ccw tool exec get_modules_by_depth '{}')
@@ -212,18 +211,18 @@ mcp__exa__web_search_exa({
**Layer 1: File Pattern Discovery** **Layer 1: File Pattern Discovery**
```javascript ```javascript
// Primary: Code-Index MCP // Primary: CodexLens MCP
const files = mcp__code-index__find_files("*{keyword}*") const files = mcp__ccw-tools__codex_lens({ action: "search_files", query: "*{keyword}*" })
// Fallback: find . -iname "*{keyword}*" -type f // Fallback: find . -iname "*{keyword}*" -type f
``` ```
**Layer 2: Content Search** **Layer 2: Content Search**
```javascript ```javascript
// Primary: Code-Index MCP // Primary: CodexLens MCP
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "{keyword}", action: "search",
file_pattern: "*.ts", query: "{keyword}",
output_mode: "files_with_matches" path: "."
}) })
// Fallback: rg "{keyword}" -t ts --files-with-matches // Fallback: rg "{keyword}" -t ts --files-with-matches
``` ```
@@ -231,11 +230,10 @@ mcp__code-index__search_code_advanced({
**Layer 3: Semantic Patterns** **Layer 3: Semantic Patterns**
```javascript ```javascript
// Find definitions (class, interface, function) // Find definitions (class, interface, function)
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "^(export )?(class|interface|type|function) .*{keyword}", action: "search",
regex: true, query: "^(export )?(class|interface|type|function) .*{keyword}",
output_mode: "content", path: "."
context_lines: 2
}) })
``` ```
@@ -243,21 +241,22 @@ mcp__code-index__search_code_advanced({
```javascript ```javascript
// Get file summaries for imports/exports // Get file summaries for imports/exports
for (const file of discovered_files) { for (const file of discovered_files) {
const summary = mcp__code-index__get_file_summary(file) const summary = mcp__ccw-tools__codex_lens({ action: "symbol", file: file })
// summary: {imports, functions, classes, line_count} // summary: {symbols: [{name, type, line}]}
} }
``` ```
**Layer 5: Config & Tests** **Layer 5: Config & Tests**
```javascript ```javascript
// Config files // Config files
mcp__code-index__find_files("*.config.*") mcp__ccw-tools__codex_lens({ action: "search_files", query: "*.config.*" })
mcp__code-index__find_files("package.json") mcp__ccw-tools__codex_lens({ action: "search_files", query: "package.json" })
// Tests // Tests
mcp__code-index__search_code_advanced({ mcp__ccw-tools__codex_lens({
pattern: "(describe|it|test).*{keyword}", action: "search",
file_pattern: "*.{test,spec}.*" query: "(describe|it|test).*{keyword}",
path: "."
}) })
``` ```
@@ -560,14 +559,14 @@ Output: .workflow/session/{session}/.process/context-package.json
- Expose sensitive data (credentials, keys) - Expose sensitive data (credentials, keys)
- Exceed file limits (50 total) - Exceed file limits (50 total)
- Include binaries/generated files - Include binaries/generated files
- Use ripgrep if code-index available - Use ripgrep if CodexLens available
**ALWAYS**: **ALWAYS**:
- Initialize code-index in Phase 0 - Initialize CodexLens in Phase 0
- Execute get_modules_by_depth.sh - Execute get_modules_by_depth.sh
- Load CLAUDE.md/README.md (unless in memory) - Load CLAUDE.md/README.md (unless in memory)
- Execute all 3 discovery tracks - Execute all 3 discovery tracks
- Use code-index MCP as primary - Use CodexLens MCP as primary
- Fallback to ripgrep only when needed - Fallback to ripgrep only when needed
- Use Exa for unfamiliar APIs - Use Exa for unfamiliar APIs
- Apply multi-factor scoring - Apply multi-factor scoring

17
.claude/skills/command-guide/reference/agents/test-context-search-agent.md
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@@ -36,17 +36,17 @@ You are a test context discovery specialist focused on gathering test coverage i
**Use**: Phase 1 source context loading **Use**: Phase 1 source context loading
### 2. Test Coverage Discovery ### 2. Test Coverage Discovery
**Primary (Code-Index MCP)**: **Primary (CCW CodexLens MCP)**:
- `mcp__code-index__find_files(pattern)` - Find test files (*.test.*, *.spec.*) - `mcp__ccw-tools__codex_lens(action="search_files", query="*.test.*")` - Find test files
- `mcp__code-index__search_code_advanced()` - Search test patterns - `mcp__ccw-tools__codex_lens(action="search", query="pattern")` - Search test patterns
- `mcp__code-index__get_file_summary()` - Analyze test structure - `mcp__ccw-tools__codex_lens(action="symbol", file="path")` - Analyze test structure
**Fallback (CLI)**: **Fallback (CLI)**:
- `rg` (ripgrep) - Fast test pattern search - `rg` (ripgrep) - Fast test pattern search
- `find` - Test file discovery - `find` - Test file discovery
- `Grep` - Framework detection - `Grep` - Framework detection
**Priority**: Code-Index MCP > ripgrep > find > grep **Priority**: CodexLens MCP > ripgrep > find > grep
### 3. Framework & Convention Analysis ### 3. Framework & Convention Analysis
**Tools**: **Tools**:
@@ -120,9 +120,10 @@ for (const summary_path of summaries) {
**2.1 Existing Test Discovery**: **2.1 Existing Test Discovery**:
```javascript ```javascript
// Method 1: Code-Index MCP (preferred) // Method 1: CodexLens MCP (preferred)
const test_files = mcp__code-index__find_files({ const test_files = mcp__ccw-tools__codex_lens({
patterns: ["*.test.*", "*.spec.*", "*test_*.py", "*_test.go"] action: "search_files",
query: "*.test.* OR *.spec.* OR test_*.py OR *_test.go"
}); });
// Method 2: Fallback CLI // Method 2: Fallback CLI

2
.claude/skills/command-guide/reference/commands/memory/load.md
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@@ -39,7 +39,7 @@ The command fully delegates to **universal-executor agent**, which autonomously:
1. **Analyzes Project Structure**: Executes `get_modules_by_depth.sh` to understand architecture 1. **Analyzes Project Structure**: Executes `get_modules_by_depth.sh` to understand architecture
2. **Loads Documentation**: Reads CLAUDE.md, README.md and other key docs 2. **Loads Documentation**: Reads CLAUDE.md, README.md and other key docs
3. **Extracts Keywords**: Derives core keywords from task description 3. **Extracts Keywords**: Derives core keywords from task description
4. **Discovers Files**: Uses MCP code-index or rg/find to locate relevant files 4. **Discovers Files**: Uses CodexLens MCP or rg/find to locate relevant files
5. **CLI Deep Analysis**: Executes Gemini/Qwen CLI for deep context analysis 5. **CLI Deep Analysis**: Executes Gemini/Qwen CLI for deep context analysis
6. **Generates Content Package**: Returns structured JSON core content package 6. **Generates Content Package**: Returns structured JSON core content package

2
.claude/skills/command-guide/reference/commands/workflow/tools/context-gather.md
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@@ -237,7 +237,7 @@ Execute complete context-search-agent workflow for implementation planning:
### Phase 1: Initialization & Pre-Analysis ### Phase 1: Initialization & Pre-Analysis
1. **Project State Loading**: Read and parse `.workflow/project.json`. Use its `overview` section as the foundational `project_context`. This is your primary source for architecture, tech stack, and key components. If file doesn't exist, proceed with fresh analysis. 1. **Project State Loading**: Read and parse `.workflow/project.json`. Use its `overview` section as the foundational `project_context`. This is your primary source for architecture, tech stack, and key components. If file doesn't exist, proceed with fresh analysis.
2. **Detection**: Check for existing context-package (early exit if valid) 2. **Detection**: Check for existing context-package (early exit if valid)
3. **Foundation**: Initialize code-index, get project structure, load docs 3. **Foundation**: Initialize CodexLens, get project structure, load docs
4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state 4. **Analysis**: Extract keywords, determine scope, classify complexity based on task description and project state
### Phase 2: Multi-Source Context Discovery ### Phase 2: Multi-Source Context Discovery

4
.claude/skills/command-guide/reference/commands/workflow/tools/task-generate-tdd.md
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@@ -113,7 +113,7 @@ Phase 2: Agent Execution (Document Generation)
// Existing test patterns and coverage analysis // Existing test patterns and coverage analysis
}, },
"mcp_capabilities": { "mcp_capabilities": {
"code_index": true, "codex_lens": true,
"exa_code": true, "exa_code": true,
"exa_web": true "exa_web": true
} }
@@ -338,7 +338,7 @@ Generate all three documents and report completion status:
- TDD cycles configured: N cycles with quantified test cases - TDD cycles configured: N cycles with quantified test cases
- Artifacts integrated: synthesis-spec, guidance-specification, N role analyses - Artifacts integrated: synthesis-spec, guidance-specification, N role analyses
- Test context integrated: existing patterns and coverage - Test context integrated: existing patterns and coverage
- MCP enhancements: code-index, exa-research - MCP enhancements: CodexLens, exa-research
- Session ready for TDD execution: /workflow:execute - Session ready for TDD execution: /workflow:execute
` `
) )

3
INSTALL.md
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@@ -171,9 +171,10 @@ MCP (Model Context Protocol) tools provide advanced codebase analysis. **Recomme
| MCP Server | Purpose | Installation Guide | | MCP Server | Purpose | Installation Guide |
|------------|---------|-------------------| |------------|---------|-------------------|
| **Exa MCP** | External API patterns & best practices | [Install Guide](https://smithery.ai/server/exa) | | **Exa MCP** | External API patterns & best practices | [Install Guide](https://smithery.ai/server/exa) |
| **Code Index MCP** | Advanced internal code search | [Install Guide](https://github.com/johnhuang316/code-index-mcp) |
| **Chrome DevTools MCP** | ⚠️ **Required for UI workflows** - URL mode design extraction | [Install Guide](https://github.com/ChromeDevTools/chrome-devtools-mcp) | | **Chrome DevTools MCP** | ⚠️ **Required for UI workflows** - URL mode design extraction | [Install Guide](https://github.com/ChromeDevTools/chrome-devtools-mcp) |
> **Note**: Code Index MCP has been replaced by CCW's built-in **CodexLens** (`mcp__ccw-tools__codex_lens`). No additional installation required for code indexing.
⚠️ **Note**: Some workflows expect MCP tools to be available. Without them, you may experience: ⚠️ **Note**: Some workflows expect MCP tools to be available. Without them, you may experience:
- Slower code analysis and search operations - Slower code analysis and search operations
- Reduced context quality in some scenarios - Reduced context quality in some scenarios

3
INSTALL_CN.md
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@@ -201,9 +201,10 @@ MCP 工具从外部来源提供高级上下文检索，增强 AI 的理解能力
| 工具 | 用途 | 官方源码 | | 工具 | 用途 | 官方源码 |
|---|---|---| |---|---|---|
| **Exa MCP** | 用于搜索代码和网络。 | [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) | | **Exa MCP** | 用于搜索代码和网络。 | [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) |
| **Code Index MCP** | 用于索引和搜索本地代码库。 |[johnhuang316/code-index-mcp](https://github.com/johnhuang316/code-index-mcp) |
| **Chrome DevTools MCP** | 用于与网页交互以提取布局和样式信息。 | [ChromeDevTools/chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp) | | **Chrome DevTools MCP** | 用于与网页交互以提取布局和样式信息。 | [ChromeDevTools/chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp) |
> **注意**: Code Index MCP 已被 CCW 内置的 **CodexLens** (`mcp__ccw-tools__codex_lens`) 替代。无需额外安装代码索引工具。
- **先决条件**: Node.js 和 npm (或兼容的 JavaScript 运行时)。 - **先决条件**: Node.js 和 npm (或兼容的 JavaScript 运行时)。
- **验证**: 安装后，检查服务器是否可以启动 (具体请查阅 MCP 文档)。 - **验证**: 安装后，检查服务器是否可以启动 (具体请查阅 MCP 文档)。