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826 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AI-Business-Automation-Agent Danish08654/AI-Business-Automation-Agent approve_invoiceflag_for_reviewgenerate_ap_summary+5 | 8 | 2026-07-28+ | 59/100 | D |
| 2 | AIDA Vasco0x4/AIDA |
| 6 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | AIDaemon EvalVis/AIDaemon addParticipantaddSmitheryMcpcancelJob+19 | 22 | 2026-07-28+ | 59/100 | D |
| 4 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 5 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 6 | MCP-Server lee926427/MCP-Server add_customer | 1 | 2026-07-28+ | 59/100 | D |
| 7 | MCP-Universe SalesforceAIResearch/MCP-Universe create_objectdelete_objectecho_tool+12 | 15 | <=2025-11-25 | 59/100 | D |
| 8 | MCP-example Tugapi/MCP-example addaddanalyze_sentiment+8 | 11 | 2026-07-28+ | 59/100 | D |
| 9 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 10 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 11 | RAMen Rohit-Dnath/RAMen getrecallremember+2 | 5 | 2026-07-28+ | 59/100 | D |
| 12 | advanced-slack-mcp coreyepstein/advanced-slack-mcp add_reactionfind_userget_channel_info+9 | 12 | 2026-07-28+ | 59/100 | D |
| 13 | allcontext antoinebcx/allcontext create_artifactdelete_artifactget_artifact+4 | 7 | 2026-07-28+ | 59/100 | D |
| 14 | cairn-mcp jasondostal/cairn-mcp create_work_itemget_ruleslist_projects+7 | 10 | <=2025-11-25 | 59/100 | D |
| 15 | chatsong jingangdidi/chatsong schedule_taskupdate_goal_status | 2 | <=2025-11-25 | 59/100 | D |
| 16 | claude-code-agentic-semantic-memory-system-mcp tristan-mcinnis/claude-code-agentic-semantic-memory-system-mcp create_memorycreate_memory_relationdelete_memory+10 | 13 | 2026-07-28+ | 59/100 | D |
| 17 | cloudflareMcpServerTest PrashamTrivedi/cloudflareMcpServerTest parse-resume | 1 | 2026-07-28+ | 59/100 | D |
| 18 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 19 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 20 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 21 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 22 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 23 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 24 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 25 | debtstack-api debtstack-ai/debtstack-api search_bondssearch_companies | 2 | <=2025-11-25 | 59/100 | D |
| 26 | docsmint HiAi-gg/docsmint create_documentcreate_folderdelete_document+7 | 10 | 2026-07-28+ | 59/100 | D |
| 27 | dosibridge-agent-CE DosiBridge/dosibridge-agent-CE retrieve_dosiblog_contextschedule_appointment_or_contact | 2 | 2026-07-28+ | 59/100 | D |
| 28 | fenic-examples typedef-ai/fenic-examples read_storysearch_storiessummarize_story | 3 | 2026-07-28+ | 59/100 | D |
| 29 | gatekeeper Runestone-Labs/gatekeeper files_writegatekeeper_callgatekeeper_health+5 | 8 | 2026-07-28+ | 59/100 | D |
| 30 | jaf-py xynehq/jaf-py calculate_taxcustom_greetdatabase_query+11 | 14 | 2026-07-28+ | 59/100 | D |
| 31 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 32 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 33 | knowledge-mcp olafgeibig/knowledge-mcp answerlist_knowledgebasesquery_global+3 | 6 | <=2025-11-25 | 59/100 | D |
| 34 | learn-shell sf-shenfeng/learn-shell add_lessonadhoc_message_sendadhoc_thread_get+18 | 21 | 2026-07-28+ | 59/100 | D |
| 35 | lilith-zero BadC-mpany/lilith-zero addarchivecalculate+35 | 38 | <=2025-11-25 | 59/100 | D |
| 36 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 37 | mcp-ai-memory scanadi/mcp-ai-memory memory_batchmemory_batch_deletememory_consolidate+7 | 10 | <=2025-11-25 | 59/100 | D |
| 38 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 39 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 40 | mcp-notify pilat/mcp-notify send_message | 1 | 2026-07-28+ | 59/100 | D |
| 41 | mcp-server-mariadb-vector DavidRamosSal/mcp-server-mariadb-vector mariadb_create_vector_storemariadb_delete_vector_storemariadb_insert_documents+2 | 5 | 2026-07-28+ | 59/100 | D |
| 42 | mcpresso granular-software/mcpresso bulkUpdateStatuscreate_notecreate_task+17 | 20 | 2025-06-18+ | 59/100 | D |
| 43 | memento-mcp gannonh/memento-mcp add_observationscreate_entitiescreate_relations+13 | 16 | <=2025-11-25 | 59/100 | D |
| 44 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 45 | metabase-hosted-mcp CarterMcAlister/metabase-hosted-mcp add_card_to_dashboardcopy_dashboardcreate_card+18 | 21 | <=2025-11-25 | 59/100 | D |
| 46 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 47 | new-mcp-server bagasta/new-mcp-server addcancel_reminderdeep_research+14 | 17 | 2026-07-28+ | 59/100 | D |
| 48 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 49 | omnicoreagent omnirexflora-labs/omnicoreagent analyze_file_countcalculate_areafetch_document+8 | 11 | 2026-07-28+ | 59/100 | D |
| 50 | openai-image-mcp lpenguin/openai-image-mcp generate_image_dalle2generate_image_dalle3generate_image_gpt+3 | 6 | 2026-07-28+ | 59/100 | D |