Meilisearch MCP Server

# generated by fastapi-codegen: # filename: openapi.yaml # timestamp: 2025-06-29T04:59:29+00:00 import argparse import json import os from typing import * from typing import Optional from autogen.mcp.mcp_proxy import MCPProxy from autogen.mcp.mcp_proxy.security import BaseSecurity from fastapi import Query from models import ( IndexesBooksDocumentsDeleteBatchPostRequest, IndexesBooksDocumentsPostRequest, IndexesBooksDocumentsPutRequest, IndexesBooksPatchRequest, IndexesBooksSearchPostRequest, IndexesBooksSettingsDisplayedAttributesPutRequest, IndexesBooksSettingsFacetingPatchRequest, IndexesBooksSettingsFilterableAttributesPutRequest, IndexesBooksSettingsPaginationPatchRequest, IndexesBooksSettingsPatchRequest, IndexesBooksSettingsRankingRulesPutRequest, IndexesBooksSettingsSearchableAttributesPutRequest, IndexesBooksSettingsSortableAttributesPutRequest, IndexesBooksSettingsStopWordsGetRequest, IndexesBooksSettingsStopWordsPutRequest, IndexesBooksSettingsSynonymsPutRequest, IndexesBooksSettingsTypoTolerancePatchRequest, IndexesPostRequest, IndexesSwapIndexesPostRequest, KeysPostRequest, KeysWYZjGJyBcdb0621b97999c233246a8ec0a35d0fcd9a6417ef8ccee0c8978b64b123af2ddPatchRequest, ) app = MCPProxy( contact={}, title='Meilisearch v1.0', version='1.0.0', servers=[{'url': 'http://localhost:7700/'}], ) @app.post( '/dumps', description=""" Create a dump """, tags=['index_operations_overview'] ) def create_a_dump(): """ Create a dump """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get('/health', description=""" Health """, tags=['system_health_checks']) def health(): """ Health """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes', description=""" Get indexes """, tags=[ 'index_management', 'document_management', 'search_query_operations', 'pagination_settings_management', ], ) def get_indexes(offset: Optional[str] = None, limit: Optional[str] = None): """ Get indexes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post( '/indexes', description=""" Create index with primary key """, tags=['index_management', 'index_operations_overview'], ) def create_index_with_primary_key(body: IndexesPostRequest = None): """ Create index with primary key """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books', description=""" Delete an index """, tags=['index_management', 'index_operations_overview'], ) def delete_an_index(): """ Delete an index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books', description=""" Show index """, tags=['index_management', 'index_operations_overview'], ) def show_index(): """ Show index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/indexes/books', description=""" Can only change the document identifier if it has not already been added before. """, tags=['index_management', 'document_management', 'index_operations_overview'], ) def udpate_index(body: IndexesBooksPatchRequest = None): """ Udpate index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/documents', description=""" Delete all documents """, tags=['document_management', 'task_operations'], ) def delete_all_documents(): """ Delete all documents """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/documents', description=""" Get documents """, tags=[ 'document_management', 'search_query_operations', 'pagination_settings_management', ], ) def get_documents( limit: Optional[str] = None, offset: Optional[str] = None, fields: Optional[str] = None, ): """ Get documents """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post( '/indexes/books/documents', description=""" Add or replace documents """, tags=['document_management'], ) def add_or_replace_documents( primary_key: Optional[str] = Query(None, alias='primaryKey'), body: IndexesBooksDocumentsPostRequest = None, ): """ Add or replace documents """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/documents', description=""" Add or update documents """, tags=['document_management', 'index_management'], ) def add_or_update_documents( primary_key: Optional[str] = Query(None, alias='primaryKey'), body: IndexesBooksDocumentsPutRequest = None, ): """ Add or update documents """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/documents/1', description=""" Delete one document """, tags=['document_management', 'task_operations'], ) def delete_one_document(): """ Delete one document """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/documents/2', description=""" Get one document """, tags=['document_management'], ) def get_one_document(fields: Optional[str] = None): """ Get one document """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post( '/indexes/books/documents/delete-batch', description=""" Delete documents """, tags=['document_management', 'index_operations_overview'], ) def delete_documents(body: IndexesBooksDocumentsDeleteBatchPostRequest = None): """ Delete documents """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/search', description=""" Search in index """, tags=[ 'search_query_operations', 'advanced_index_settings', 'pagination_settings_management', ], ) def search_in_index( q: Optional[str] = None, offset: Optional[str] = None, limit: Optional[str] = None, attributes_to_retrieve: Optional[str] = Query(None, alias='attributesToRetrieve'), attributes_to_crop: Optional[str] = Query(None, alias='attributesToCrop'), attributes_to_highlight: Optional[str] = Query(None, alias='attributesToHighlight'), crop_length: Optional[str] = Query(None, alias='cropLength'), crop_marker: Optional[str] = Query(None, alias='cropMarker'), filter: Optional[str] = None, show_matches_position: Optional[str] = Query(None, alias='showMatchesPosition'), facets: Optional[str] = None, sort: Optional[str] = None, highlight_pre_tag: Optional[str] = Query(None, alias='highlightPreTag'), highlight_post_tag: Optional[str] = Query(None, alias='highlightPostTag'), matching_strategy: Optional[str] = Query(None, alias='matchingStrategy'), page: Optional[str] = None, hits_per_page: Optional[str] = Query(None, alias='hitsPerPage'), ): """ Search in index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post( '/indexes/books/search', description=""" Search in index """, tags=['search_query_operations', 'document_management'], ) def search_in_index1(body: IndexesBooksSearchPostRequest = None): """ Search in index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings', description=""" Reset all settings """, tags=['index_settings_handling', 'pagination_settings_management'], ) def reset_all_settings(): """ Reset all settings """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings', description=""" Get all settings """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_all_settings(): """ Get all settings """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/indexes/books/settings', description=""" Update settings """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_settings(body: IndexesBooksSettingsPatchRequest = None): """ Update settings """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/displayed-attributes', description=""" Reset displayed attributes """, tags=['index_settings_handling'], ) def reset_displayed_attributes(): """ Reset displayed attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/displayed-attributes', description=""" Get displayed attributes """, tags=['index_settings_handling', 'document_management'], ) def get_displayed_attributes(): """ Get displayed attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/displayed-attributes', description=""" Update displayed attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_displayed_attributes( body: IndexesBooksSettingsDisplayedAttributesPutRequest = None, ): """ Update displayed attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/distinct-attribute', description=""" Reset distinct attribute """, tags=['index_settings_handling', 'document_management'], ) def reset_distinct_attribute(): """ Reset distinct attribute """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/distinct-attribute', description=""" Get distinct attribute """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_distinct_attribute(): """ Get distinct attribute """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/distinct-attribute', description=""" Update distinct attribute """, tags=['index_settings_handling', 'document_management'], ) def update_distinct_attribute(): """ Update distinct attribute """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/faceting', description=""" Reset faceting """, tags=['index_settings_handling'], ) def reset_faceting(): """ Reset faceting """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/faceting', description=""" Get faceting """, tags=['index_settings_handling', 'search_query_operations'], ) def get_faceting(): """ Get faceting """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/indexes/books/settings/faceting', description=""" Update faceting """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_faceting(body: IndexesBooksSettingsFacetingPatchRequest = None): """ Update faceting """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/filterable-attributes', description=""" Reset filterable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_filterable_attributes(): """ Reset filterable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/filterable-attributes', description=""" Get filterable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_filterable_attributes(): """ Get filterable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/filterable-attributes', description=""" Update filterable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_filterable_attributes( body: IndexesBooksSettingsFilterableAttributesPutRequest = None, ): """ Update filterable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/pagination', description=""" Reset pagination """, tags=['pagination_settings_management'], ) def reset_pagination(): """ Reset pagination """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/pagination', description=""" Get pagination """, tags=['pagination_settings_management'], ) def get_pagination(): """ Get pagination """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/indexes/books/settings/pagination', description=""" Update pagination """, tags=['pagination_settings_management', 'index_settings_handling'], ) def update_pagination(body: IndexesBooksSettingsPaginationPatchRequest = None): """ Update pagination """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/ranking-rules', description=""" Reset ranking rules """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_ranking_rules(): """ Reset ranking rules """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/ranking-rules', description=""" Get ranking rules """, tags=['advanced_index_settings'], ) def get_ranking_rules(): """ Get ranking rules """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/ranking-rules', description=""" Update ranking rules """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_ranking_rules(body: IndexesBooksSettingsRankingRulesPutRequest = None): """ Update ranking rules """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/searchable-attributes', description=""" Reset searchable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_searchable_attributes(): """ Reset searchable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/searchable-attributes', description=""" Get searchable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_searchable_attributes(): """ Get searchable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/searchable-attributes', description=""" Update searchable attributes """, tags=['index_settings_handling'], ) def update_searchable_attributes( body: IndexesBooksSettingsSearchableAttributesPutRequest = None, ): """ Update searchable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/sortable-attributes', description=""" Reset sortable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_sortable_attributes(): """ Reset sortable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/sortable-attributes', description=""" Get sortable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_sortable_attributes(): """ Get sortable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/sortable-attributes', description=""" Update sortable attributes """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_sortable_attributes( body: IndexesBooksSettingsSortableAttributesPutRequest = None, ): """ Update sortable attributes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/stop-words', description=""" Reset stop-words """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_stop_words(): """ Reset stop-words """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/stop-words', description=""" Get stop-words """, tags=['index_settings_handling', 'advanced_index_settings'], ) def get_stop_words(body: IndexesBooksSettingsStopWordsGetRequest = None): """ Get stop-words """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/stop-words', description=""" Update stop-words """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_stop_words(body: IndexesBooksSettingsStopWordsPutRequest = None): """ Update stop-words """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/synonyms', description=""" Reset synonyms """, tags=['advanced_index_settings', 'index_settings_handling'], ) def reset_synonyms(): """ Reset synonyms """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/synonyms', description=""" Get synonyms """, tags=['advanced_index_settings'], ) def get_synonyms(): """ Get synonyms """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.put( '/indexes/books/settings/synonyms', description=""" Update synonyms """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_synonyms(body: IndexesBooksSettingsSynonymsPutRequest = None): """ Update synonyms """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/indexes/books/settings/typo-tolerance', description=""" Reset typo-tolerance """, tags=['index_settings_handling', 'advanced_index_settings'], ) def reset_typo_tolerance(): """ Reset typo-tolerance """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/settings/typo-tolerance', description=""" Get typo-tolerance """, tags=['advanced_index_settings', 'search_query_operations'], ) def get_typo_tolerance(): """ Get typo-tolerance """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/indexes/books/settings/typo-tolerance', description=""" Update typo-tolerance """, tags=['index_settings_handling', 'advanced_index_settings'], ) def update_typo_tolerance(body: IndexesBooksSettingsTypoTolerancePatchRequest = None): """ Update typo-tolerance """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/indexes/books/stats', description=""" Stats of an index """, tags=['index_operations_overview', 'system_health_checks'], ) def stats_of_an_index(): """ Stats of an index """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post( '/indexes/swap-indexes', description=""" Swap indexes """, tags=['index_management', 'index_operations_overview'], ) def swap_indexes(body: IndexesSwapIndexesPostRequest = None): """ Swap indexes """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get('/keys', description=""" Get keys """, tags=['api_key_operations']) def get_keys(offset: Optional[str] = None, limit: Optional[str] = None): """ Get keys """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post('/keys', description=""" Create a key """, tags=['api_key_operations']) def create_a_key(body: KeysPostRequest = None): """ Create a key """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/keys/L8l05tFb188aab693735bbaf1f898b9902fb39f865160d39dddba2b47b940115a0430705', description=""" Get one key """, tags=['api_key_operations'], ) def get_one_key(): """ Get one key """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/keys/kN2aK9EO8a7b627e425717d9196c8081552ca004e513545ed178f8a56981dbd3080d4a5b', description=""" Delete a key """, tags=['api_key_operations', 'document_management'], ) def delete_a_key(): """ Delete a key """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.patch( '/keys/wYZjGJyBcdb0621b97999c233246a8ec0a35d0fcd9a6417ef8ccee0c8978b64b123af2dd', description=""" Update a key """, tags=['api_key_operations'], ) def update_a_key( body: KeysWYZjGJyBcdb0621b97999c233246a8ec0a35d0fcd9a6417ef8ccee0c8978b64b123af2ddPatchRequest = None, ): """ Update a key """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get( '/stats', description=""" Global stats """, tags=['index_operations_overview', 'system_health_checks'], ) def global_stats(): """ Global stats """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.delete( '/tasks', description=""" Delete tasks """, tags=['task_operations', 'document_management'], ) def delete_tasks( uids: Optional[str] = None, index_uids: Optional[str] = Query(None, alias='indexUids'), types: Optional[str] = None, statuses: Optional[str] = None, before_enqueued_at: Optional[str] = Query(None, alias='beforeEnqueuedAt'), after_enqueued_at: Optional[str] = Query(None, alias='afterEnqueuedAt'), before_started_at: Optional[str] = Query(None, alias='beforeStartedAt'), after_started_at: Optional[str] = Query(None, alias='afterStartedAt'), before_finished_at: Optional[str] = Query(None, alias='beforeFinishedAt'), after_finished_at: Optional[str] = Query(None, alias='afterFinishedAt'), canceled_by: Optional[str] = Query(None, alias='canceledBy'), limit: Optional[str] = None, from_: Optional[str] = Query(None, alias='from'), ): """ Delete tasks """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get('/tasks', description=""" Get all tasks """, tags=['task_operations']) def get_all_tasks( uids: Optional[str] = None, index_uids: Optional[str] = Query(None, alias='indexUids'), types: Optional[str] = None, statuses: Optional[str] = None, before_enqueued_at: Optional[str] = Query(None, alias='beforeEnqueuedAt'), after_enqueued_at: Optional[str] = Query(None, alias='afterEnqueuedAt'), before_started_at: Optional[str] = Query(None, alias='beforeStartedAt'), after_started_at: Optional[str] = Query(None, alias='afterStartedAt'), before_finished_at: Optional[str] = Query(None, alias='beforeFinishedAt'), after_finished_at: Optional[str] = Query(None, alias='afterFinishedAt'), canceled_by: Optional[str] = Query(None, alias='canceledBy'), limit: Optional[str] = None, from_: Optional[str] = Query(None, alias='from'), ): """ Get all tasks """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get('/tasks/0', description=""" Get one task """, tags=['task_operations']) def get_one_task(): """ Get one task """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.post('/tasks/cancel', description=""" Cancel tasks """, tags=['task_operations']) def cancel_tasks( uids: Optional[str] = None, index_uids: Optional[str] = Query(None, alias='indexUids'), types: Optional[str] = None, statuses: Optional[str] = None, before_enqueued_at: Optional[str] = Query(None, alias='beforeEnqueuedAt'), after_enqueued_at: Optional[str] = Query(None, alias='afterEnqueuedAt'), before_started_at: Optional[str] = Query(None, alias='beforeStartedAt'), after_started_at: Optional[str] = Query(None, alias='afterStartedAt'), before_finished_at: Optional[str] = Query(None, alias='beforeFinishedAt'), after_finished_at: Optional[str] = Query(None, alias='afterFinishedAt'), canceled_by: Optional[str] = Query(None, alias='canceledBy'), limit: Optional[str] = None, from_: Optional[str] = Query(None, alias='from'), ): """ Cancel tasks """ raise RuntimeError("Should be patched by MCPProxy and never executed") @app.get('/version', description=""" Version """, tags=['api_system_version']) def version(): """ Version """ raise RuntimeError("Should be patched by MCPProxy and never executed") if __name__ == "__main__": parser = argparse.ArgumentParser(description="MCP Server") parser.add_argument( "transport", choices=["stdio", "sse", "streamable-http"], help="Transport mode (stdio, sse or streamable-http)", ) args = parser.parse_args() if "CONFIG_PATH" in os.environ: config_path = os.environ["CONFIG_PATH"] app.load_configuration(config_path) if "CONFIG" in os.environ: config = os.environ["CONFIG"] app.load_configuration_from_string(config) if "SECURITY" in os.environ: security_params = BaseSecurity.parse_security_parameters_from_env( os.environ, ) app.set_security_params(security_params) mcp_settings = json.loads(os.environ.get("MCP_SETTINGS", "{}")) app.get_mcp(**mcp_settings).run(transport=args.transport)