CSV Editor
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| CSV_MAX_FILE_SIZE | No | Maximum file size (megabytes) | 1024 |
| CSV_SESSION_TIMEOUT | No | Session timeout in minutes | 60 |
| CSV_EDITOR_CSV_HISTORY_DIR | No | Directory for persisted operation history | .csv_history |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| logging | {} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| extensions | {
"io.modelcontextprotocol/ui": {}
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| health_checkB | Check the health status of the CSV Editor. |
| get_server_infoA | Get information about the CSV Editor capabilities. |
| load_csvC | Load a CSV file into a session. |
| load_csv_from_urlC | Load a CSV file from a URL. |
| load_csv_from_contentB | Load CSV data from string content. |
| export_csvC | Export session data to various formats. |
| get_session_infoC | Get information about a specific session. |
| list_sessionsB | List all active sessions. |
| close_sessionB | Close and clean up a session. |
| filter_rowsD | Filter rows based on conditions. |
| sort_dataC | Sort data by columns. |
| select_columnsC | Select specific columns from the dataframe. |
| rename_columnsC | Rename columns in the dataframe. |
| add_columnC | Add a new column to the dataframe. |
| remove_columnsC | Remove columns from the dataframe. |
| change_column_typeC | Change the data type of a column. |
| fill_missing_valuesC | Fill or remove missing values. |
| remove_duplicatesC | Remove duplicate rows. |
| update_columnC | Update values in a specific column with simple operations like replace, extract, split, etc. |
| get_statisticsC | Get statistical summary of numerical columns. |
| get_column_statisticsC | Get detailed statistics for a specific column. |
| get_correlation_matrixC | Calculate correlation matrix for numeric columns. |
| group_by_aggregateD | Group data and apply aggregation functions. |
| get_value_countsC | Get value counts for a column. |
| detect_outliersC | Detect outliers in numeric columns. |
| profile_dataC | Generate comprehensive data profile. |
| validate_schemaC | Validate data against a schema definition. |
| check_data_qualityC | Check data quality based on predefined or custom rules. |
| find_anomaliesC | Find anomalies in the data using multiple detection methods. |
| configure_auto_saveC | Configure auto-save settings for a session. |
| disable_auto_saveC | Disable auto-save for a session. |
| get_auto_save_statusC | Get auto-save status for a session. |
| trigger_manual_saveC | Manually trigger a save for a session. |
| undoC | Undo the last operation in a session. |
| redoC | Redo a previously undone operation. |
| get_historyB | Get operation history for a session. |
| restore_to_operationC | Restore session data to a specific operation point. |
| clear_historyC | Clear all operation history for a session. |
| export_historyC | Export operation history to a file. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| analyze_csv_prompt | Generate a prompt to analyze CSV data. |
| data_cleaning_prompt | Generate a prompt for data cleaning suggestions. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| list_active_sessions | List all active CSV sessions. |
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