Execute a SQL query against Manticore Search.

Queries run in read-only mode by default. Set MANTICORE_ALLOW_WRITE_ACCESS=true to allow DDL and DML statements when your Manticore server permits them.

Args: query: The SQL query to execute (e.g., "SELECT * FROM my_index LIMIT 10")

Returns: A dictionary containing: - columns: List of column names - rows: List of row values - total: Total number of results

List available tables/indexes in Manticore Search.

Returns: JSON string containing list of table names and their types

Get the schema of a specific table/index in Manticore Search.

Args: table_name: The name of the table/index to describe

Returns: A dictionary containing column information including: - columns: List of column names and types

List available documentation files from Manticore Search manual.

IMPORTANT: Make ONE call with regex OR patterns to find multiple topics at once. DO NOT make multiple calls - use pipe (|) to combine patterns.

The file list is cached, so filtering is instant and local.

Args: search: Regex pattern to filter files (case-insensitive). Use OR patterns (|) to match multiple topics in ONE call:

    EFFICIENT (single call):
    - "knn|vector|embedding" - find all vector-related docs
    - "search|query|match" - find all search-related docs
    - "^Searching/|^Creating_a_table/" - multiple directories
    - "index|table|cluster" - multiple topics

    INEFFICIENT (avoid multiple calls):
    - Don't: list_documentation("knn"), then list_documentation("vector")
    - Do: list_documentation("knn|vector")  # ONE call

Returns: Filtered list of documentation files, grouped by category

Examples: # List all documentation (no filter) list_documentation()

# Find multiple topics in ONE call (RECOMMENDED)
list_documentation(search="knn|vector|embedding")
list_documentation(search="search|query|match|full-text")
list_documentation(search="index|table|cluster|replication")

# Directory-specific searches
list_documentation(search="^Searching/")  # all in Searching/
list_documentation(search="^Creating_a_table/")  # all in Creating_a_table/

# Combine directories and topics
list_documentation(search="^Searching/|^Creating_a_table/")

Fetch documentation from Manticore Search manual.

Use list_documentation() first to discover available files.

Args: file_path: Path to documentation file (e.g., "Searching/KNN.md") content: Optional search term to filter content (returns only matching sections) before: Number of lines before match to include (default: 0) after: Number of lines after match to include (default: 0)

Returns: Documentation content as markdown text

Examples: get_documentation( "Searching/Full_text_matching/Operators.md", content="MATCH", before=2, after=2 )

get_documentation("Creating_a_table/Data_types.md")