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56 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-server exasol/mcp-server delete_bucketfs_directorydelete_bucketfs_filedescribe_exasol_builtin_function+26 | 29 | <=2025-11-25 | 77/100 | B |
| 2 | bvbrc-mcp-server |
| 8 |
| <=2025-11-25 |
| 68/100 |
| C |
| 3 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 4 | UNS-MCP Unstructured-IO/UNS-MCP create_astradb_destinationcreate_databricks_delta_table_destinationcreate_destination_connector+13 | 16 | <=2025-11-25 | 64/100 | C |
| 5 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 6 | aind-metadata-mcp AllenNeuralDynamics/aind-metadata-mcp aggregation_retrievalcount_recordsget_records+3 | 6 | 2026-07-28+ | 63/100 | C |
| 7 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 8 | Infinity-API RocketPy-Team/Infinity-API create_flight_from_referencescreate_rocket_from_motor_referencedelete_environment_by_id+32 | 35 | 2026-07-28+ | 59/100 | D |
| 9 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 10 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 11 | MCPHackathon HeetVekariya/MCPHackathon create_gdrive_sourcecreate_mongodb_destinationcreate_workflow+10 | 13 | <=2025-11-25 | 57/100 | D |
| 12 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 13 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 14 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 15 | mongodb-mcp-server mongodb-js/mongodb-mcp-server | 0 | <=2025-11-25 | 54/100 | D |
| 16 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 17 | mcp-gateway-registry agentic-community/mcp-gateway-registry add_two_numbersconcatenate_stringsdelete_server+12 | 15 | <=2025-11-25 | 53/100 | D |
| 18 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 19 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 20 | mcp-memory-server PiGrieco/mcp-memory-server analyze_messageauto_save_memorycreate_memory+16 | 19 | 2026-07-28+ | 52/100 | D |
| 21 | arxiv-mcp Ractorrr/arxiv-mcp download_pdfget_paperlist_saved+3 | 6 | 2026-07-28+ | 51/100 | D |
| 22 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 23 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 24 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 25 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 26 | memory-bank-mcp-server yywdandan/memory-bank-mcp-server create_projectcreate_rulecreative_add_idea+16 | 19 | 2026-07-28+ | 46/100 | F |
| 27 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 | 44/100 | F |
| 28 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 29 | mcp-server-idapro fdrechsler/mcp-server-idapro get_disassemblyget_exportsget_functions+9 | 12 | 2026-07-28+ | 44/100 | F |
| 30 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 31 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 32 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 33 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 34 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 35 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 36 | agent-builder-api nagaraj-real/agent-builder-api directly_answergit_diff_toolgit_pull_request_diff_tool+14 | 17 | 2026-07-28+ | 38/100 | F |
| 37 | API2AI vtempest/API2AI getPageContentprovideLinkssearchDocs | 3 | 2026-07-28+ | 37/100 | F |
| 38 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 39 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 40 | MCP-Server abhinavjain1110/MCP-Server analyzeCodeexplainCodefindBug+3 | 6 | <=2025-11-25 | 36/100 | F |
| 41 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 42 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 43 | Code-PR-Analyzer 1707073Jafril/Code-PR-Analyzer _archive_to_database_get_pull_request | 2 | <=2025-11-25 | 32/100 | F |
| 44 | Varon-AI 201Harsh/Varon-AI ArcStrikeUnitBlackFireAIBlackReplit+10 | 13 | 2025-06-18+ | 31/100 | F |
| 45 | mcpseverdbs milan9527/mcpseverdbs aurora_data_api_insert_test_datacreate_rds_mysql_instancecreate_rds_mysql_instance_china+3 | 6 | 2026-07-28+ | 29/100 | F |
| 46 | paperdebugger PaperDebugger/paperdebugger dynamic_tool_from_mcp | 1 | 2025-06-18+ | 29/100 | F |
| 47 | registry AlejandroVelezGuillermo/registry CheckAuthStatusHandlerHealthHandlerPingHandler+6 | 9 | 2026-07-28+ | 21/100 | F |
| 48 | quality-oracle assister-xyz/quality-oracle check_qualitycheck_quality_fastget_score+1 | 4 | <=2025-11-25 | 17/100 | F |
| 49 | uniauto-mcp-server RaphaEnterprises-AI/uniauto-mcp-server accessibility_testai_processai_test_generation+22 | 25 | <=2025-11-25 | 13/100 | F |
| 50 | securechain-mcp-server securechaindev/securechain-mcp-server get_cweget_cwes_by_vulnerability_idget_exploit+10 | 13 | 2026-07-28+ | 12/100 | F |