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5,544 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 5251 | my-webflux-mcp-server yongfire38/my-webflux-mcp-server buildRagPromptdescribeKnowledgeBasegetDocumentIndex |
| 4 |
| 2026-07-28+ |
| 9/100 |
| F |
| 5252 | ollama-handoff Michael-WhiteCapData/ollama-handoff ask_localchat_localcode_review_local+5 | 8 | 2026-07-28+ | 9/100 | F |
| 5253 | redis-ai-challenge qizwiz/redis-ai-challenge analyze_buffer_contentanalyze_buffer_contentcoordinate_with_network+5 | 8 | 2026-07-28+ | 9/100 | F |
| 5254 | samaajdata_mcp reapbenefit/samaajdata_mcp create_area_chartcreate_bar_chartcreate_box_plot+10 | 13 | <=2025-11-25 | 9/100 | F |
| 5255 | telegram-hosted-mcp CarterMcAlister/telegram-hosted-mcp create_channelcreate_groupedit_chat_title+7 | 10 | <=2025-11-25 | 9/100 | F |
| 5256 | vault-tree Hydepwns/vault-tree apply_linksbatch_suggest_linkscreate_note+9 | 12 | 2026-07-28+ | 9/100 | F |
| 5257 | 199os-customer-success-mcp evanpaliotta/199os-customer-success-mcp analyze_churn_postmortemanalyze_feedback_sentimentanalyze_product_usage+29 | 32 | <=2025-11-25 | 8/100 | F |
| 5258 | 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 |
| 5259 | BoardingMcp-Server itmeGirish/BoardingMcp-Server create_business_profilecreate_projectgenerate_ctwa_ads_dashboard_url+10 | 13 | <=2025-11-25 | 8/100 | F |
| 5260 | Database-MCP fenil210/Database-MCP execute_queryexplain_queryget_schema+2 | 5 | 2026-07-28+ | 8/100 | F |
| 5261 | MCP---Agent-Starter-Kit therealumerhayat/MCP---Agent-Starter-Kit askget_docingest_file+3 | 6 | 2026-07-28+ | 8/100 | F |
| 5262 | MCP-Guard GenTelLab/MCP-Guard disable_modelenable_modelget_active_model+4 | 7 | <=2025-11-25 | 8/100 | F |
| 5263 | MCP-SQL-Server joaoGabriel55/MCP-SQL-Server sql-query-tool | 1 | 2025-06-18+ | 8/100 | F |
| 5264 | Mcp-Server Pavel-K-Group/Mcp-Server createTododeleteTodoreadTodos+2 | 5 | <=2025-11-25 | 8/100 | F |
| 5265 | Multimodal-OpenAI-MCP RampageousRJ/Multimodal-OpenAI-MCP audio_query_tooldatabase_query_toolimage_caption_tool+1 | 4 | 2026-07-28+ | 8/100 | F |
| 5266 | PRDforge TomMaSS/PRDforge prd_add_commentprd_add_comment_replyprd_add_dependency+30 | 33 | <=2025-11-25 | 8/100 | F |
| 5267 | RAG-MCP Aryanwadhwa14/RAG-MCP add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 8/100 | F |
| 5268 | RAGmonsters-mcp-pg LostInBrittany/RAGmonsters-mcp-pg compareMonstersgetBiomesgetMonsterByHabitat+4 | 7 | <=2025-11-25 | 8/100 | F |
| 5269 | agentd NickCalabs/agentd filesystemgitshell | 3 | 2026-07-28+ | 8/100 | F |
| 5270 | agentic-ai-for-software-engineers-resources skillaroo/agentic-ai-for-software-engineers-resources web_search_preview | 1 | 2026-07-28+ | 8/100 | F |
| 5271 | ai-news-mcp-server Paras1Chauhan/ai-news-mcp-server ai_news_get_arxiv_papersai_news_get_devto_articlesai_news_get_hackernews+2 | 5 | 2026-07-28+ | 8/100 | F |
| 5272 | aira-mcp-server Sunwood-ai-labs/aira-mcp-server create_commitget_status | 2 | 2026-07-28+ | 8/100 | F |
| 5273 | brief aulesy/brief brief_contentcheck_existing_briefcompare_sources | 3 | 2026-07-28+ | 8/100 | F |
| 5274 | build-mcp-server-template mayur9210/build-mcp-server-template get_project_teamget_ticket_detailslist_projects+2 | 5 | <=2025-11-25 | 8/100 | F |
| 5275 | camel-toolkits-mcp camel-ai/camel-toolkits-mcp get_toolkits_list | 1 | <=2025-11-25 | 8/100 | F |
| 5276 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 5277 | clab-mcp-server baijuw/clab-mcp-server get_clab_linux_nodesset_ip | 2 | <=2025-11-25 | 8/100 | F |
| 5278 | claudecron phildougherty/claudecron claudecron_add_taskclaudecron_delete_taskclaudecron_get_execution+8 | 11 | 2026-07-28+ | 8/100 | F |
| 5279 | codebase-indexer ygtdgn/codebase-indexer delete_fileget_index_statusindex_directory+2 | 5 | 2026-07-28+ | 8/100 | F |
| 5280 | costnorm_mcp_server CostNorm/costnorm_mcp_server analyze_repo_arm_compatibilitydelete_unused_resourcelambda_arch_change+1 | 4 | 2026-07-28+ | 8/100 | F |
| 5281 | couchbase-mcp shivaycb/couchbase-mcp fetch_monster_namefetch_planet_namefind_monsters_which_are_similar+3 | 6 | 2026-07-28+ | 8/100 | F |
| 5282 | cursor-eod-mcp SackeyDavid/cursor-eod-mcp configureeod_statusformat_manager+3 | 6 | 2026-07-28+ | 8/100 | F |
| 5283 | docker-mcp musaid53/docker-mcp build_imageconnect_networkcreate_network+24 | 27 | 2026-07-28+ | 8/100 | F |
| 5284 | fof-mcp-demo cynthiacxzhang/fof-mcp-demo explain_pipelineget_flow_summaryget_ofi_breakdown+5 | 8 | 2026-07-28+ | 8/100 | F |
| 5285 | github-semantic-search-mcp edelauna/github-semantic-search-mcp github-semantic-search | 1 | <=2025-11-25 | 8/100 | F |
| 5286 | glyx-mcp glyx-ai/glyx-mcp ask_userdispatch_taskget_device_status+15 | 18 | <=2025-11-25 | 8/100 | F |
| 5287 | google-jules-mcp Godzilla675/google-jules-mcp jules_approve_planjules_create_sessionjules_get_activity+6 | 9 | 2026-07-28+ | 8/100 | F |
| 5288 | ibkr-mcp-server omdv/ibkr-mcp-server get_contract_detailsget_filtered_options_tickersget_historical_bars+12 | 15 | <=2025-11-25 | 8/100 | F |
| 5289 | jt-mcp-server HoukasaurusRex/jt-mcp-server confluence_create_pageconfluence_get_pageconfluence_search+33 | 36 | 2026-07-28+ | 8/100 | F |
| 5290 | lapis-mcp leafo/lapis-mcp clear_cookieslist_cookieslist_models+3 | 6 | <=2025-11-25 | 8/100 | F |
| 5291 | mcp-contemplation MikeyBeez/mcp-contemplation clear_scratchget_insightsget_memory_stats+6 | 9 | 2026-07-28+ | 8/100 | F |
| 5292 | mcp-go-session-example omgitsads/mcp-go-session-example hello_world | 1 | 2026-07-28+ | 8/100 | F |
| 5293 | mcp-jira-thing PortNumber53/mcp-jira-thing generateImagegetProjectOverviewmanageBackendJobs+1 | 4 | <=2025-11-25 | 8/100 | F |
| 5294 | mcp-memory-server aratain-simona/mcp-memory-server save_memory | 1 | 2026-07-28+ | 8/100 | F |
| 5295 | mcp-news-agents Adrasteon/mcp-news-agents crawl_news | 1 | <=2025-11-25 | 8/100 | F |
| 5296 | mcp_connectors Hari-Krishnan-06/mcp_connectors get_channel_detailsget_linkedin_profileget_linkedin_profile_picture+14 | 17 | 2026-07-28+ | 8/100 | F |
| 5297 | mcp_review_code_tool wenkil/mcp_review_code_tool reviewCode_tool | 1 | <=2025-11-25 | 8/100 | F |
| 5298 | openai-mcp-server enkhbold470/openai-mcp-server delete_files_file_iddelete_models_modelget_engines+12 | 15 | 2026-07-28+ | 8/100 | F |
| 5299 | pgsql-mcp-server twn39/pgsql-mcp-server get_columnsget_foreign_keysget_indexes+6 | 9 | 2026-07-28+ | 8/100 | F |
| 5300 | production-ready-backend-builder-multi-agent-with-multi-tool-system- skyline-GTRr32/production-ready-backend-builder-multi-agent-with-multi-tool-system- build_backendcheck_importscreate_file_safely+12 | 15 | <=2025-11-25 | 8/100 | F |