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1,373 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1051 | mcp-tool-calling-chatbot ziriuz/mcp-tool-calling-chatbot command_exec_toolconversational_responsecrm_assistant+4 | 7 | <=2025-11-25 | 52/100 | D |
| 1052 |
| mcp-vector-tools MassimilianoPili/mcp-vector-tools embeddings_reindexembeddings_searchembeddings_search_code+3 |
| 6 |
| <=2025-11-25 |
| 52/100 |
| D |
| 1053 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1054 | mcp_server_1 AryanDadhich26/mcp_server_1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 1055 | mcp_server_memory AIO-2030/mcp_server_memory add_observationsappend_insightcreate_entities+13 | 16 | <=2025-11-25 | 52/100 | D |
| 1056 | mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 | 20 | 2026-07-28+ | 52/100 | D |
| 1057 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 1058 | memory harperreed/memory add_factarchive_topicdelete_fact+8 | 11 | 2026-07-28+ | 52/100 | D |
| 1059 | memory-bank-mcp spideynolove/memory-bank-mcp add_memorycreate_coding_sessioncreate_collection+11 | 14 | 2026-07-28+ | 52/100 | D |
| 1060 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 1061 | moneywiz-mcp maximbilan/moneywiz-mcp analyze_income_trendsanalyze_spending_trendscalculate_net_worth+7 | 10 | 2025-06-18+ | 52/100 | D |
| 1062 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1063 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 1064 | oh-my-codex staticpayload/oh-my-codex omx_explore_diagnosticsomx_explore_diffomx_explore_files+26 | 29 | 2026-07-28+ | 52/100 | D |
| 1065 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 1066 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 1067 | open-paper-trading-mcp Open-Agent-Tools/open-paper-trading-mcp debug_context_infoget_account_balanceget_account_info+4 | 7 | 2026-07-28+ | 52/100 | D |
| 1068 | own-mcp-server maroofgadiwale/own-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 1069 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 1070 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1071 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 1072 | pydantic-ai-docs-server omniwaifu/pydantic-ai-docs-server get_changelog_contentget_document_by_pathlist_available_changelogs+2 | 5 | <=2025-11-25 | 52/100 | D |
| 1073 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 1074 | recruit_mcp_server quantmharsh/recruit_mcp_server apply_to_jobcreate_jobfetch_resume+11 | 14 | 2026-07-28+ | 52/100 | D |
| 1075 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |
| 1076 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 1077 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1078 | rhizome-mcp Odrin/rhizome-mcp add_commentapply_importclaim_issue+9 | 12 | 2025-06-18+ | 52/100 | D |
| 1079 | serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 | 4 | <=2025-11-25 | 52/100 | D |
| 1080 | simple-memory-mcp chrisribe/simple-memory-mcp export-memoryimport-memorymemory-graphql | 3 | 2026-07-28+ | 52/100 | D |
| 1081 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 1082 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1083 | sqlite-mcp-server nipunap/sqlite-mcp-server db/get_schemadb/get_table_schemadb/get_tables+4 | 7 | 2026-07-28+ | 52/100 | D |
| 1084 | superskill permanu/superskill brainstormcapturecred_refs+20 | 23 | 2026-07-28+ | 52/100 | D |
| 1085 | tastytrade_MCP_Server bostrovsky/tastytrade_MCP_Server analyze_portfolioget_accountsget_balances+4 | 7 | <=2025-11-25 | 52/100 | D |
| 1086 | templation HarsukritP/templation search_exemplarsearch_templatestemplate_converter | 3 | 2026-07-28+ | 52/100 | D |
| 1087 | test-remote-mcp-server Sanaa02Arora/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1088 | test-remote-mcp-server Pranavgodse7/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 1089 | test-remote-mcp-server SagarNarula/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 1090 | test-remote-mcp-server kishor3868/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1091 | thudong-mcp-claude monthop-gmail/thudong-mcp-claude compare_groupsget_impressionsget_improvements+3 | 6 | <=2025-11-25 | 52/100 | D |
| 1092 | tick-md Purple-Horizons/tick-md add_taskanalyze_blockersclaim_task+11 | 14 | 2026-07-28+ | 52/100 | D |
| 1093 | tossinvest-cli JungHoonGhae/tossinvest-cli call_operationdescribe_operationhistory_compare+6 | 9 | 2026-07-28+ | 52/100 | D |
| 1094 | wet n24q02m/wet configcrawldiscover_library+9 | 12 | <=2025-11-25 | 52/100 | D |
| 1095 | xlide_mcp WilliamSmithEdward/xlide_mcp xlide_analyzexlide_catalogxlide_create_form+25 | 28 | 2026-07-28+ | 52/100 | D |
| 1096 | zap-coding-agent zap-coding-agent/zap-coding-agent apply_patchcreate_fileedit_file+12 | 15 | <=2025-11-25 | 52/100 | D |
| 1097 | Azure-Foundry-Webinar ShivamGoyal03/Azure-Foundry-Webinar addcompletiongeneral_search+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1098 | CodeCortex rushikeshmore/CodeCortex get_dependency_graphget_hotspotsget_module+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1099 | Deft Maneek21/Deft app_binding_invokeassign_taskbulk_update_tasks+24 | 27 | 2026-07-28+ | 51/100 | D |
| 1100 | DevNarrate kmandana/DevNarrate commit_changesget_commit_contextget_pr_context | 3 | 2026-07-28+ | 51/100 | D |