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231 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | MCP-based-personalized-agent Harsh-XZAYOGN/MCP-based-personalized-agent add_userbatch_get_embeddingsbuild_faiss_index+18 | 21 | <=2025-11-25 | 44/100 | F |
| 52 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 |
| 44/100 |
| F |
| 53 | lekhanX PrithiviPM2580/lekhanX getServerStatushealthChecklogin+2 | 5 | <=2025-11-25 | 44/100 | F |
| 54 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 55 | mcp-server-idapro fdrechsler/mcp-server-idapro get_disassemblyget_exportsget_functions+9 | 12 | 2026-07-28+ | 44/100 | F |
| 56 | model-context-protocol arkapatra31/model-context-protocol get_weather | 1 | <=2025-11-25 | 44/100 | F |
| 57 | mongodb-mcp-server dp-veritas/mongodb-mcp-server aggregateanalyze_schemacount_documents+12 | 15 | 2026-07-28+ | 44/100 | F |
| 58 | smart-intent-router vika4433/smart-intent-router classify_intentcreate_conversationcreate_session+11 | 14 | 2026-07-28+ | 44/100 | F |
| 59 | weam weam-ai/weam dalle_api_wrappergemini_image_generator | 2 | <=2025-11-25 | 44/100 | F |
| 60 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 61 | InfraGenius aryasoni98/InfraGenius analyze_logscheck_cluster_healthdescribe_resource+9 | 12 | 2026-07-28+ | 43/100 | F |
| 62 | MCP-SERVERS ArghyaHT/MCP-SERVERS delete_contextget_contextlist_contexts+4 | 7 | 2026-07-28+ | 43/100 | F |
| 63 | MCP_Server 0xEodum/MCP_Server analyze_lab_testsexplain_lab_testsmedical_get_overview+3 | 6 | 2026-07-28+ | 43/100 | F |
| 64 | claude-mcp-server Seunope/claude-mcp-server add_logchat_llmdb_analyzer+5 | 8 | 2026-07-28+ | 43/100 | F |
| 65 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 66 | database-operations-mcp sandraschi/database-operations-mcp agentic_workflow_tooldb_connectiondb_operations+3 | 6 | 2026-07-28+ | 43/100 | F |
| 67 | mcp-mongo Nisarg-Shah2302/mcp-mongo create-databaseinsert-datainventory-management+3 | 6 | 2026-07-28+ | 43/100 | F |
| 68 | mcpdog kinhunt/mcpdog convert_formatcrop_imagedb_insert+14 | 17 | 2026-07-28+ | 43/100 | F |
| 69 | memory-bank-mcp Protocol-Lattice/memory-bank-mcp embedhealth.pinginitialize+1 | 4 | 2026-07-28+ | 43/100 | F |
| 70 | mongo-mcp-go thinking-bzf/mongo-mcp-go CountCreateIndexDeleteOne+7 | 10 | <=2025-11-25 | 43/100 | F |
| 71 | remote-mcp-server-authless ipyton/remote-mcp-server-authless addcalculatecreateDocument+4 | 7 | 2026-07-28+ | 43/100 | F |
| 72 | volume-wall-detector-mcp Cognitive-Stack/volume-wall-detector-mcp analyze-stockfetch-order-bookfetch-trades | 3 | 2026-07-28+ | 43/100 | F |
| 73 | Clouisle clouisle/Clouisle ask_usercode_toolcreate_memory_entity+14 | 17 | 2026-07-28+ | 42/100 | F |
| 74 | MCP-Server Prasann3/MCP-Server semantic_search | 1 | <=2025-11-25 | 42/100 | F |
| 75 | McpServer Darko-Martinovic/McpServer FindArticleByContentKeyFindArticlesByNameGetArticlesWithIngredients+12 | 15 | <=2025-11-25 | 42/100 | F |
| 76 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 77 | Zippy SHREESH2004/Zippy addAddressaddProductaddToCart+22 | 25 | 2026-07-28+ | 42/100 | F |
| 78 | database-updater-MCP-Server AnuragRai017/database-updater-MCP-Server create_noteupdate_database | 2 | 2026-07-28+ | 42/100 | F |
| 79 | mcp-clinical-healthcare-intelligence shubh2016shiv/mcp-clinical-healthcare-intelligence analyze_conditionsget_financial_summaryget_patient_clinical_timeline+1 | 4 | 2026-07-28+ | 42/100 | F |
| 80 | mcp-db-server Souhar-dya/mcp-db-server connect_to_databasedescribe_tableexecute_sql+4 | 7 | 2026-07-28+ | 42/100 | F |
| 81 | mcp-server-directory geminisgoats/mcp-server-directory create_serverdelete_serverget_analytics+9 | 12 | 2026-07-28+ | 42/100 | F |
| 82 | mcp-server-mongo Pablo0Ruiz/mcp-server-mongo count_productsdelete_productfilter_product+3 | 6 | 2026-07-28+ | 42/100 | F |
| 83 | mcp-server-setup Jensinjames/mcp-server-setup add-modeldelete-modelget-model-stats+1 | 4 | 2026-07-28+ | 42/100 | F |
| 84 | mongo-mongoose-mcp nabid-pf/mongo-mongoose-mcp createIndexdropIndexfind+4 | 7 | 2026-07-28+ | 42/100 | F |
| 85 | oneshot-mcp fritzduchardt/oneshot-mcp calys_exercisescalys_historycalys_prs+4 | 7 | 2026-07-28+ | 42/100 | F |
| 86 | oqtopus yaruchyo/oqtopus contact_pageedit_agentindex+9 | 12 | <=2025-11-25 | 42/100 | F |
| 87 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 88 | MCP-Clinic-Bot sankett13/MCP-Clinic-Bot ClinicInfocheckForAppointmentscreateAppointment+2 | 5 | 2026-07-28+ | 41/100 | F |
| 89 | agentweave shanviinnovations/agentweave create_agentcreate_agent_backendcreate_task+15 | 18 | 2026-07-28+ | 41/100 | F |
| 90 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 91 | llm_task_manager JRamonCarralero/llm_task_manager create_taskdelete_taskprocess_command+2 | 5 | 2026-07-28+ | 41/100 | F |
| 92 | prompt-filter-via-mcp RP-Context-Engineering-via-MCP/prompt-filter-via-mcp capture_chatprocess_prompt | 2 | <=2025-11-25 | 41/100 | F |
| 93 | Hotel-Room-Service-Agent Namrata-sut/Hotel-Room-Service-Agent check_itemget_conversation_historyget_menu+1 | 4 | 2026-07-28+ | 40/100 | F |
| 94 | OchukoAi MrIridescent/OchukoAi analyze-perceptioncompletion/completeget-capabilities+14 | 17 | <=2025-11-25 | 40/100 | F |
| 95 | smartSocial soufianesejjari/smartSocial activateapi_create_postapi_reply+20 | 23 | 2026-07-28+ | 40/100 | F |
| 96 | tip-md-x402-mcp-server xR0am/tip-md-x402-mcp-server check_tipping_balancecrypto_tippingexport_tipping_wallet+5 | 8 | <=2025-11-25 | 40/100 | F |
| 97 | vector-mcp Knuckles-Team/vector-mcp vector_collection_managementvector_search | 2 | <=2025-11-25 | 40/100 | F |
| 98 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 99 | fastAPI-MCP-example Ashfaqbs/fastAPI-MCP-example get books | 1 | 2026-07-28+ | 39/100 | F |
| 100 | mcp-server wesleyribeirobarbosa/mcp-server analyzeEnergyConsumptionanalyzeGasConsumptiondetectWaterLeaks+10 | 13 | <=2025-11-25 | 39/100 | F |