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4,765 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 4501 | mcp-local-llm iagomussel/mcp-local-llm analyze_huge_fileask_llmcheck_llm_status+12 | 15 | 2026-07-28+ |
| 9/100 |
| F |
| 4502 | mcp-server-metrics hzhangse-ai-agent/mcp-server-metrics log_metric_designlog_thought_contentquery_api_services_tool+2 | 5 | 2026-07-28+ | 9/100 | F |
| 4503 | memory-graph aaronsb/memory-graph create_domainedit_memoryforget_memory+7 | 10 | <=2025-11-25 | 9/100 | F |
| 4504 | nyc-school-explorer jkinberg/nyc-school-explorer analyze_correlationscompare_schoolsexplain_metrics+5 | 8 | 2026-07-28+ | 9/100 | F |
| 4505 | ollama-handoff Michael-WhiteCapData/ollama-handoff ask_localchat_localcode_review_local+5 | 8 | 2026-07-28+ | 9/100 | F |
| 4506 | ptp-operator-mcp-server aneeshkp/ptp-operator-mcp-server analyze_ptp_faultscheck_ptp_statusdiagnose_ptp_issues+12 | 15 | <=2025-11-25 | 9/100 | F |
| 4507 | redis-ai-challenge qizwiz/redis-ai-challenge analyze_buffer_contentanalyze_buffer_contentcoordinate_with_network+5 | 8 | 2026-07-28+ | 9/100 | F |
| 4508 | reflect rohansx/reflect evaluate_outputforget_reflectionget_error_patterns+4 | 7 | <=2025-11-25 | 9/100 | F |
| 4509 | rlm SaschaOnTour/rlm contextdeletedeps+18 | 21 | <=2025-11-25 | 9/100 | F |
| 4510 | vault-tree Hydepwns/vault-tree apply_linksbatch_suggest_linkscreate_note+9 | 12 | 2026-07-28+ | 9/100 | F |
| 4511 | 199os-customer-success-mcp evanpaliotta/199os-customer-success-mcp analyze_churn_postmortemanalyze_feedback_sentimentanalyze_product_usage+29 | 32 | <=2025-11-25 | 8/100 | F |
| 4512 | Advanced-MCP-Server-for-Intelligent-Code-Completion FoulSpark/Advanced-MCP-Server-for-Intelligent-Code-Completion analyze_fileapi_key_statusauto_fix+13 | 16 | <=2025-11-25 | 8/100 | F |
| 4513 | Database-MCP fenil210/Database-MCP execute_queryexplain_queryget_schema+2 | 5 | 2026-07-28+ | 8/100 | F |
| 4514 | Expense_Tracker_Remote_MCP_Server_v1 PawanKumarAgrawal/Expense_Tracker_Remote_MCP_Server_v1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 8/100 | F |
| 4515 | Expense_tracker_remote_mcp_server aksaini2003/Expense_tracker_remote_mcp_server add_expenseadd_expensedelete_expense+5 | 8 | 2026-07-28+ | 8/100 | F |
| 4516 | Expenses-Tracker-MCP-Server dipanshuchoudhary-data/Expenses-Tracker-MCP-Server add_expenselist_expensesremoval+2 | 5 | 2026-07-28+ | 8/100 | F |
| 4517 | FAST_MCP_PROD Yashkalwar/FAST_MCP_PROD ads:createCampaigndatabase:executeQuerydatabase:listTables+4 | 7 | <=2025-11-25 | 8/100 | F |
| 4518 | LOCAL_MCP_SERVER samruddhayavatkar/LOCAL_MCP_SERVER add_expenselist_expensessummarize | 3 | 2026-07-28+ | 8/100 | F |
| 4519 | MCP-Guard GenTelLab/MCP-Guard disable_modelenable_modelget_active_model+4 | 7 | <=2025-11-25 | 8/100 | F |
| 4520 | MCP-SQL-Server joaoGabriel55/MCP-SQL-Server sql-query-tool | 1 | 2025-06-18+ | 8/100 | F |
| 4521 | MCP_Server_SQLite Nuchie-Bravura/MCP_Server_SQLite describe_tableexecute_queryget_all_tables | 3 | 2026-07-28+ | 8/100 | F |
| 4522 | MCP_Server_Sandbox ablondel42/MCP_Server_Sandbox analyze_symbol_risk_toolanalyze_target_set_risk_toolget_symbol_context_tool+3 | 6 | 2026-07-28+ | 8/100 | F |
| 4523 | PRDforge TomMaSS/PRDforge prd_add_commentprd_add_comment_replyprd_add_dependency+30 | 33 | <=2025-11-25 | 8/100 | F |
| 4524 | RAG-MCP Aryanwadhwa14/RAG-MCP add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 8/100 | F |
| 4525 | Remote-mcp-server Anjani27/Remote-mcp-server add_expensecategoriesdelete_expense+3 | 6 | 2026-07-28+ | 8/100 | F |
| 4526 | Remote_mcp_server PrudviAI/Remote_mcp_server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 8/100 | F |
| 4527 | agentd NickCalabs/agentd filesystemgitshell | 3 | 2026-07-28+ | 8/100 | F |
| 4528 | aira-mcp-server Sunwood-ai-labs/aira-mcp-server create_commitget_status | 2 | 2026-07-28+ | 8/100 | F |
| 4529 | brief aulesy/brief brief_contentcheck_existing_briefcompare_sources | 3 | 2026-07-28+ | 8/100 | F |
| 4530 | camel-toolkits-mcp camel-ai/camel-toolkits-mcp get_toolkits_list | 1 | <=2025-11-25 | 8/100 | F |
| 4531 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 4532 | cfdi_app dczunigap/cfdi_app homeimportarimportar_pdf | 3 | 2026-07-28+ | 8/100 | F |
| 4533 | claudecron phildougherty/claudecron claudecron_add_taskclaudecron_delete_taskclaudecron_get_execution+8 | 11 | 2026-07-28+ | 8/100 | F |
| 4534 | codebase-indexer ygtdgn/codebase-indexer delete_fileget_index_statusindex_directory+2 | 5 | 2026-07-28+ | 8/100 | F |
| 4535 | costnorm_mcp_server CostNorm/costnorm_mcp_server analyze_repo_arm_compatibilitydelete_unused_resourcelambda_arch_change+1 | 4 | 2026-07-28+ | 8/100 | F |
| 4536 | engram-mcp vedtechsolutions/engram-mcp engram_encodeengram_learnengram_recall+1 | 4 | 2026-07-28+ | 8/100 | F |
| 4537 | expense-mcp-server shivamprasad1001/expense-mcp-server add_personal_expenseadd_shared_expenseget_balances+1 | 4 | 2026-07-28+ | 8/100 | F |
| 4538 | fastmcp-expense-tracker saadtariq10/fastmcp-expense-tracker add_expenselist_expensessummarize | 3 | 2026-07-28+ | 8/100 | F |
| 4539 | github-semantic-search-mcp edelauna/github-semantic-search-mcp github-semantic-search | 1 | <=2025-11-25 | 8/100 | F |
| 4540 | glyx-mcp glyx-ai/glyx-mcp ask_userdispatch_taskget_device_status+15 | 18 | <=2025-11-25 | 8/100 | F |
| 4541 | google-jules-mcp Godzilla675/google-jules-mcp jules_approve_planjules_create_sessionjules_get_activity+6 | 9 | 2026-07-28+ | 8/100 | F |
| 4542 | icloud-mail-mcp lapal0ma/icloud-mail-mcp cancel_bookingget_booking_detailget_classified_emails+18 | 21 | <=2025-11-25 | 8/100 | F |
| 4543 | jt-mcp-server HoukasaurusRex/jt-mcp-server confluence_create_pageconfluence_get_pageconfluence_search+33 | 36 | 2026-07-28+ | 8/100 | F |
| 4544 | k8s-observability-mcp martinimarcello00/k8s-observability-mcp get_cluster_overviewget_dependenciesget_logs+5 | 8 | 2026-07-28+ | 8/100 | F |
| 4545 | mcp-chat-bot maarthala/mcp-chat-bot find_customersfind_invoice_by_idfind_order_subtotal+4 | 7 | 2026-07-28+ | 8/100 | F |
| 4546 | mcp-contemplation MikeyBeez/mcp-contemplation clear_scratchget_insightsget_memory_stats+6 | 9 | 2026-07-28+ | 8/100 | F |
| 4547 | mcp-go-session-example omgitsads/mcp-go-session-example hello_world | 1 | 2026-07-28+ | 8/100 | F |
| 4548 | mcp-jira-thing PortNumber53/mcp-jira-thing generateImagegetProjectOverviewmanageBackendJobs+1 | 4 | <=2025-11-25 | 8/100 | F |
| 4549 | mcp-memory-server aratain-simona/mcp-memory-server save_memory | 1 | 2026-07-28+ | 8/100 | F |
| 4550 | mcp-play ehvs/mcp-play adddivideget_book_by_work_key+7 | 10 | <=2025-11-25 | 8/100 | F |