- Enhance smart-search with advanced MCP integration - Add GEMINI_API_KEY configuration support in codexlens - Update MCP server with new tool handlers - Add tests for smart-search MCP usage - Update documentation
4.8 KiB
MCP Tools Reference
Model Context Protocol (MCP) tools provide enhanced integration with external systems and services.
What is MCP?
MCP is a protocol that allows CCW to interact with external tools, databases, and services through a standardized interface.
Available MCP Tools
File Operations
mcp__ccw-tools__read_file
Read file contents with pagination support.
{
"name": "read_file",
"parameters": {
"path": "string (required)",
"offset": "number (optional)",
"limit": "number (optional)"
}
}
Usage:
read_file({ path: "src/index.ts" })
read_file({ path: "large-file.log", offset: 100, limit: 50 })
mcp__ccw-tools__write_file
Write or overwrite files with directory creation.
{
"name": "write_file",
"parameters": {
"path": "string (required)",
"content": "string (required)",
"createDirectories": "boolean (default: true)",
"backup": "boolean (default: false)"
}
}
Usage:
write_file({
path: "src/new-file.ts",
content: "// TypeScript code here"
})
mcp__ccw-tools__edit_file
Edit files with string replacement or line-based operations.
{
"name": "edit_file",
"parameters": {
"path": "string (required)",
"mode": "update | line (default: update)",
"oldText": "string (update mode)",
"newText": "string (update mode)",
"line": "number (line mode)",
"operation": "insert_before | insert_after | replace | delete (line mode)"
}
}
Usage:
// Update mode - string replacement
edit_file({
path: "config.json",
oldText: '"version": "1.0.0"',
newText: '"version": "2.0.0"'
})
// Line mode - insert after line 10
edit_file({
path: "index.ts",
mode: "line",
operation: "insert_after",
line: 10,
text: "// New code here"
})
Search Tools
mcp__ccw-tools__smart_search
Unified search with content search, file discovery, and semantic search.
{
"name": "smart_search",
"parameters": {
"action": "search | find_files | init | init_force | embed | status | update | watch",
"query": "string (for search)",
"pattern": "glob pattern (for find_files)",
"mode": "fuzzy | semantic (default: fuzzy)",
"output_mode": "ace | full | files_only | count (default: ace)",
"maxResults": "number (default: 5)"
}
}
search now defaults to output_mode: "ace", which groups results by file and renders multi-line code chunks. When the index is missing, embeddings are incomplete, or status parsing looks unhealthy, the response metadata includes actionable smart_search(...) suggestions such as init, status, or embed. If an index exists but vectors are missing, smart_search can also start a background embedding build automatically when CODEXLENS_AUTO_EMBED_MISSING is enabled (default: true).
Usage:
// Fuzzy search (default)
smart_search({
action: "search",
query: "authentication logic"
})
// Semantic search
smart_search({
action: "search",
query: "how to handle errors",
mode: "semantic"
})
// Find files by pattern
smart_search({
action: "find_files",
pattern: "*.ts"
})
Code Context
mcp__ace-tool__search_context
Semantic code search using real-time codebase index.
{
"name": "search_context",
"parameters": {
"project_root_path": "string (required)",
"query": "string (required)"
}
}
Usage:
search_context({
project_root_path: "/path/to/project",
query: "Where is user authentication handled?"
})
Memory Tools
mcp__ccw-tools__core_memory
Cross-session memory management for strategic context.
{
"name": "core_memory",
"parameters": {
"operation": "list | import | export | summary | embed | search",
"text": "string (for import)",
"id": "string (for export/summary)",
"query": "string (for search)"
}
}
Usage:
// List all memories
core_memory({ operation: "list" })
// Import new memory
core_memory({
operation: "import",
text: "Important: Use JWT for authentication"
})
// Search memories
core_memory({
operation: "search",
query: "authentication"
})
MCP Configuration
Configure MCP servers in ~/.claude/settings.json:
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": ["@modelcontextprotocol/server-filesystem", "/path/to/allowed"]
},
"git": {
"command": "npx",
"args": ["@modelcontextprotocol/server-git"]
}
}
}
Tool Priority
When working with CCW, follow this priority for tool selection:
- MCP Tools (highest priority) - For code search, file operations
- Built-in Tools - For simple, direct operations
- Shell Commands - Fallback when MCP unavailable
::: info See Also
- CLI Reference - CLI tool usage
- Agents - Agent tool integration :::