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5,322 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2101 | mcp-data-server kedarnath30/mcp-data-server analyze_csvask_questioncreate_powerbi_dataset+4 | 7 | 2026-07-28+ |
| 52/100 |
| D |
| 2102 | mcp-database-server ahmetbarut/mcp-database-server execute_querylist_connectionslist_databases+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2103 | mcp-ecosystem Toowiredd/mcp-ecosystem add_interaction_ruleadd_persistent_memoryanalyze_interaction_patterns+30 | 33 | <=2025-11-25 | 52/100 | D |
| 2104 | mcp-graph-tools MassimilianoPili/mcp-graph-tools auth_get_clientauth_get_flowauth_get_user+19 | 22 | <=2025-11-25 | 52/100 | D |
| 2105 | mcp-healthcare-triage-system bastetlu299/mcp-healthcare-triage-system create_caseget_patientget_patient_history+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2106 | mcp-markdown-rag UnitVectorY-Labs/mcp-markdown-rag rag_retrieverag_search | 2 | 2026-07-28+ | 52/100 | D |
| 2107 | mcp-pkg-local descoped/mcp-pkg-local read-packagescan-packages | 2 | 2026-07-28+ | 52/100 | D |
| 2108 | mcp-project-tracker japentaca/mcp-project-tracker add_dependencyadd_taskcreate_project+10 | 13 | 2026-07-28+ | 52/100 | D |
| 2109 | mcp-server-database linlay/mcp-server-database db_ddldb_describe_tabledb_exec+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2110 | mcp-server-email eleanorreem/mcp-server-email create_draft_replyget_unread_emailssend_email | 3 | 2026-07-28+ | 52/100 | D |
| 2111 | mcp-server-from-prompts mattpocock/mcp-server-from-prompts cancelWorkflowRuncreateIssueCommentcreatePullRequestComment+10 | 13 | 2026-07-28+ | 52/100 | D |
| 2112 | mcp-server-test mtanzim/mcp-server-test gmail-authgmail-draft-responsegmail-thread-full+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2113 | mcp-sql-stdio-go DardanIsufi95/mcp-sql-stdio-go execute_functionget_custom_typesget_databases+10 | 13 | 2026-07-28+ | 52/100 | D |
| 2114 | mcp-sql-tools MassimilianoPili/mcp-sql-tools db_countdb_list_databasesdb_list_schemas+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2115 | mcp-template system32miro/mcp-template addcalculatecheck_payment_history+3 | 6 | 2026-07-28+ | 52/100 | D |
| 2116 | mcp-tool-calling-chatbot ziriuz/mcp-tool-calling-chatbot command_exec_toolconversational_responsecrm_assistant+4 | 7 | <=2025-11-25 | 52/100 | D |
| 2117 | mcp-vector-tools MassimilianoPili/mcp-vector-tools embeddings_reindexembeddings_searchembeddings_search_code+3 | 6 | <=2025-11-25 | 52/100 | D |
| 2118 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2119 | mcp_server_1 AryanDadhich26/mcp_server_1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2120 | mcp_server_memory AIO-2030/mcp_server_memory add_observationsappend_insightcreate_entities+13 | 16 | <=2025-11-25 | 52/100 | D |
| 2121 | mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 | 20 | 2026-07-28+ | 52/100 | D |
| 2122 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2123 | memory harperreed/memory add_factarchive_topicdelete_fact+8 | 11 | 2026-07-28+ | 52/100 | D |
| 2124 | memory-bank-mcp spideynolove/memory-bank-mcp add_memorycreate_coding_sessioncreate_collection+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2125 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 2126 | moneywiz-mcp maximbilan/moneywiz-mcp analyze_income_trendsanalyze_spending_trendscalculate_net_worth+7 | 10 | 2025-06-18+ | 52/100 | D |
| 2127 | multi-ai-advisor-mcp YuChenSSR/multi-ai-advisor-mcp list-available-modelsquery-models | 2 | 2026-07-28+ | 52/100 | D |
| 2128 | munim vishalsg42/munim apply_mail_setupask_across_clientsaudit_all_clients+6 | 9 | 2026-07-28+ | 52/100 | D |
| 2129 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2130 | mycop surd-pollywog583/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2131 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 2132 | obsidian-mcp-server sunub/obsidian-mcp-server create_document_with_propertiesgenerate_propertyorganize_attachments+2 | 5 | 2025-06-18+ | 52/100 | D |
| 2133 | obsidian-notebook-mcp jarmentor/obsidian-notebook-mcp append_to_notecreate_noteget_directory_structure+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2134 | ollama-mcp pedropilla/ollama-mcp chat_completiongenerate_completion | 2 | 2026-07-28+ | 52/100 | D |
| 2135 | ollama-websearch-mcp akopper/ollama-websearch-mcp web_fetchweb_search | 2 | 2026-07-28+ | 52/100 | D |
| 2136 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 2137 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 2138 | 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 |
| 2139 | openai-batch-tracker chetan-jarande/openai-batch-tracker cancel_openai_batchcreate_openai_batchdelete_openai_file+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2140 | own-mcp-server maroofgadiwale/own-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2141 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 2142 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2143 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 2144 | picture-identification-MCP HaoyueQin/picture-identification-MCP list_modelsprovidersvision | 3 | <=2025-11-25 | 52/100 | D |
| 2145 | plugin-bridge-ollama orchestra-mcp/plugin-bridge-ollama ai_promptkill_sessionlist_active+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2146 | 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 |
| 2147 | q-email-mcp mikebrugnoni/q-email-mcp get_credentials_statussend_emailsetup_credentials | 3 | 2026-07-28+ | 52/100 | D |
| 2148 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 2149 | recruit_mcp_server quantmharsh/recruit_mcp_server apply_to_jobcreate_jobfetch_resume+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2150 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |