Libraries
The documentation of each library can also be found in the library
directory in the NOTES.md file.
- Overview
adaptive_boosting_classifieragglomerative_clustereramqpanomaly_detection_protocolsant_colonyapplicationapriori_pattern_minerarbitraryarrangementsassignvarsassociation_rule_mineravrobase32base58base64base85basic_typesbayesian_ridge_regressionblock_ciphersborda_rankerbradley_terry_rankerbsonbyte_orderc45_classifiercartesian_productscborccsds_framesccsds_link_profilesccsds_packetizationccsds_packetsccsds_packet_servicesccsds_tc_servicesccsds_time_codesccsds_time_fieldscharacter_setsclassification_protocolsclo_span_pattern_minerclustering_protocolscmaccolley_rankercombinationscommand_line_optionsconstrained_optimizationcopeland_rankercorecoroutiningcrontabcrs_projectionscryptocsvcuid2cusum_anomaly_detectordatalogdatesdates_tzdbscan_clustererdependentsdequesderangementsdictionariesdifdifferential_evolutiondimension_reduction_protocolseclat_pattern_mineredcgelastic_net_regressionelo_rankereventsewma_anomaly_detectorexpand_library_alias_pathsexpectedsformatfp_growth_pattern_minerfrequent_pattern_mining_protocolsgaussian_mixture_clusterergaussian_process_regressiongenetic_algorithmgenintgensymgeohashgeojsongeospatialgitglicko2_periodic_rankerglicko2_rankergpxgradient_boosting_classifiergradient_boosting_regressiongrammarsgraphsgravatargsp_pattern_minerhasheshdbscan_clustererheapshierarchical_clusteringhierarchieshmachodge_rankhook_flowshook_objectshtmlhttp_authenticatehttp_clienthttp_client_corehttp_cookieshttp_corehttp_corshttp_digesthttp_directory_listinghttp_htmxhttp_multiparthttp_oauthhttp_parametershttp_process_transporthttp_router- API documentation
- Loading
- Testing
- Layering
- Current scope
- Route declarations
- Path templates
- Request annotations
- Route metadata
- Route authorization
- Content negotiation
- Middleware chaining
- Response middleware
- HEAD fallback
- OPTIONS handling
- Custom bad-request responses
- Custom error responses
- Custom negotiation failures
- OpenAPI derivation
- Current limitations
http_serverhttp_server_corehttp_sessionhttp_socket_transporthttp_ssehttp_static_fileshttp_websockethttp_websocket_frameshttp_websocket_handshakehttp_websocket_messageshttp_websocket_servicehttp_websocket_sessionica_projectionidsieee_754integer_partitionsintervalsiqr_anomaly_detectorisolation_forest_anomaly_detectoriso_13616iso_3166iso_4217iso_639iso_9362javajsonjson_graphjson_ldjson_linesjson_patchjson_pathjson_pointerjson_rpcjson_schemajwtkcenters_clustererkemeny_young_rankerkernel_pca_projectionkernel_svm_classifierkmeans_clustererkmedians_clustererkmedoids_clustererkmodes_clustererknn_classifierknn_distance_anomaly_detectorknn_regressionkprototypes_clustererksuidlanguage_detectionlasso_regressionlda_classifierlda_projectionlemmatizationlindalinear_algebralinear_programminglinear_regressionlinear_svm_classifierlistinglocal_optimizationlof_anomaly_detectorlogginglogistic_regression_classifierloopslru_cachesmassey_rankermcp_server- API documentation
- Loading
- Testing
- Architecture
- stdio versus Streamable HTTP transports
- Starting a MCP server
- Common options
- 2026-07-28 spec specific options
- Streamable HTTP transport options
- OAuth protection
- Implementing the tool protocol
- Elicitation (2025-06-18 spec)
- 2025-11-25 additions
- Multi-round tool results - MRTR (2026-07-28 spec)
- Caching (2026-07-28 spec)
- Progress (2026-07-28 spec)
- Subscriptions and notifications (2026-07-28 spec)
- Prompts
- Completions
- Resources
- MCP client configuration
- Error handling
- Protocols overview
- Supported MCP methods per spec
- MCP Apps (interactive UI)
- Limitations
memcachedmessage_packmetameta_compilermime_typesmlp_classifiermodified_z_score_anomaly_detectormqttmultisetsmultivariate_distributionsmutationsn_gramsnaive_bayes_classifiernanoidnearest_centroid_classifiernested_dictionariesnmeanmf_projectionnumerical_analysisone_class_svm_anomaly_detectoropen_aiopen_apiopen_idoptics_clustereroptionalsoptionsosotpparticle_swarm_optimizationpartitionspasetopattern_mining_protocolspca_projectionpermutationsplackett_luce_last_rankerplackett_luce_rankerpls_projectionprefix_span_pattern_minerprobabilistic_pca_projectionprocessprotobufqda_classifierqueuesrandomrandom_forest_classifierrandom_forest_regressionrandom_projectionranked_pairsranking_protocolsrank_centralityreaderrecorded_databaseredisregression_protocolsregression_treeregularized_bradley_terry_rankerrestridge_regressionripple_down_ruless3schulze_rankersequential_pattern_mining_protocolssetssgd_classifiersimulated_annealingsmtpsnowflakeidsocketsspade_pattern_minerspectral_clusterersqidsstatisticsstemmingstompstop_wordsstringsstring_distancesubsequencessvr_regressiontabu_searchterm_iotext_normalizationtext_vectorizationthurstone_mosteller_rankertimeouttime_scalestle_orbitstokenizationtomltoontriestrueskill_rankertruncated_svd_projectiontsne_projectiontsvtypeidtypestzifulidumap_projectionunicode_dataunion_findunivariate_distributionsuri_templateurluuidvalidationswkt_wkbyamlzippersz_score_anomaly_detector