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6,167 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2451 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node |
| 15 |
| 2026-07-28+ |
| 52/100 |
| D |
| 2452 | mcp_server_1 AryanDadhich26/mcp_server_1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2453 | mcp_server_memory AIO-2030/mcp_server_memory add_observationsappend_insightcreate_entities+13 | 16 | <=2025-11-25 | 52/100 | D |
| 2454 | mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 | 20 | 2026-07-28+ | 52/100 | D |
| 2455 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2456 | media-gen-mcp strato-space/media-gen-mcp google-videos-generategoogle-videos-retrieve-contentgoogle-videos-retrieve-operation+10 | 13 | 2025-06-18+ | 52/100 | D |
| 2457 | memory harperreed/memory add_factarchive_topicdelete_fact+8 | 11 | 2026-07-28+ | 52/100 | D |
| 2458 | memory-bank-mcp spideynolove/memory-bank-mcp add_memorycreate_coding_sessioncreate_collection+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2459 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 2460 | moneywiz-mcp maximbilan/moneywiz-mcp analyze_income_trendsanalyze_spending_trendscalculate_net_worth+7 | 10 | 2025-06-18+ | 52/100 | D |
| 2461 | multi-ai-advisor-mcp YuChenSSR/multi-ai-advisor-mcp list-available-modelsquery-models | 2 | 2026-07-28+ | 52/100 | D |
| 2462 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2463 | mycop surd-pollywog583/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2464 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 2465 | obsidian-mcp-server sunub/obsidian-mcp-server create_document_with_propertiesgenerate_propertyorganize_attachments+2 | 5 | 2025-06-18+ | 52/100 | D |
| 2466 | obsidian-notebook-mcp jarmentor/obsidian-notebook-mcp append_to_notecreate_noteget_directory_structure+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2467 | oh-my-codex staticpayload/oh-my-codex omx_explore_diagnosticsomx_explore_diffomx_explore_files+26 | 29 | 2026-07-28+ | 52/100 | D |
| 2468 | ollama-mcp pedropilla/ollama-mcp chat_completiongenerate_completion | 2 | 2026-07-28+ | 52/100 | D |
| 2469 | ollama-websearch-mcp akopper/ollama-websearch-mcp web_fetchweb_search | 2 | 2026-07-28+ | 52/100 | D |
| 2470 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 2471 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 2472 | 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 |
| 2473 | openai-batch-tracker chetan-jarande/openai-batch-tracker cancel_openai_batchcreate_openai_batchdelete_openai_file+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2474 | own-mcp-server maroofgadiwale/own-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2475 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 2476 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2477 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 2478 | picture-identification-MCP HaoyueQin/picture-identification-MCP list_modelsprovidersvision | 3 | <=2025-11-25 | 52/100 | D |
| 2479 | plugin-bridge-ollama orchestra-mcp/plugin-bridge-ollama ai_promptkill_sessionlist_active+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2480 | pnda-mcp rodcar/pnda-mcp dataset_detailsdataset_search | 2 | <=2025-11-25 | 52/100 | D |
| 2481 | 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 |
| 2482 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 2483 | rag-anything-mcp jesse-merhi/rag-anything-mcp check_doc_ingestedprocess_directoryprocess_single_document+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2484 | raglit-mcp-server thebrownproject/raglit-mcp-server chunk_documentfilter_metadatasearch_chunks | 3 | 2026-07-28+ | 52/100 | D |
| 2485 | recruit_mcp_server quantmharsh/recruit_mcp_server apply_to_jobcreate_jobfetch_resume+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2486 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |
| 2487 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 2488 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2489 | resource-traversal-mcp krshirkoohi/resource-traversal-mcp check_authtraverse_resource | 2 | 2026-07-28+ | 52/100 | D |
| 2490 | rhizome-mcp Odrin/rhizome-mcp add_commentapply_importclaim_issue+9 | 12 | 2025-06-18+ | 52/100 | D |
| 2491 | serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2492 | simple-memory-mcp chrisribe/simple-memory-mcp export-memoryimport-memorymemory-graphql | 3 | 2026-07-28+ | 52/100 | D |
| 2493 | slack-mcp Chandrakant0110/slack-mcp slack_add_reactionslack_get_channel_historyslack_get_thread_replies+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2494 | slack-mcp-server piekstra/slack-mcp-server add_reactionarchive_channelcreate_channel+16 | 19 | <=2025-11-25 | 52/100 | D |
| 2495 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2496 | socialia ywatanabe1989/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 2497 | socialia scitex-ai/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 2498 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2499 | sqlite-mcp-server nipunap/sqlite-mcp-server db/get_schemadb/get_table_schemadb/get_tables+4 | 7 | 2026-07-28+ | 52/100 | D |
| 2500 | structured-repo-context-mcp kvnpetit/structured-repo-context-mcp analyze_impactassemble_task_contextfind_dead_code+19 | 22 | 2026-07-28+ | 52/100 | D |