ZahidGalea/windtools-mcp
3.3
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WindTools MCP Server provides document embedding and retrieval capabilities using ChromaDB and sentence transformers.
Tools
Functions exposed to the LLM to take actions
list_dir
List the contents of a directory.
Directory path must be an absolute path to a directory that exists.
For each child in the directory, output will have:
- relative path to the directory
- whether it is a directory or file
- size in bytes if file
- number of children (recursive) if directory
Args:
directory_path: Path to list contents of, should be absolute path to a directory
Returns:
JSON string containing directory information
get_initialization_status
Get the status of background initialization process.
The background initialization process includes initializing ChromaDB and embedding model.
Returns:
JSON string with initialization status
index_repository
Index code files from the specified directories into ChromaDB for later search.
This tool scans the specified directories for code files, indexes their content
in ChromaDB, and updates existing entries if they have changed. This enables
high-quality semantic search over the codebase.
Args:
target_directories: List of absolute paths to directories to index
force_reindex: If true, will reindex all files even if they already exist in the index
Returns:
JSON string containing indexing statistics and results
codebase_search
Find snippets of code from the indexed codebase most relevant to the search query.
This performs semantic search over previously indexed code files.
Results are ranked by relevance to the query. For best results, index your
repositories first using the index_repository tool.
Args:
query: Search query describing what you're looking for
limit: Maximum number of results to return (default: 10)
min_relevance: Minimum relevance score threshold (0.0 to 1.0)
Returns:
JSON string containing search results with relevant code snippets
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client
