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5,855 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 3601 | AI-Customer-Support-Bot--MCP-Server ChiragPatankar/AI-Customer-Support-Bot--MCP-Server fetch_contexthealth_checkmcp_capabilities+5 | 8 | 2026-07-28+ |
| 44/100 |
| F |
| 3602 | APITOLL TasnidChain/APITOLL createdeactivategetBySeller+15 | 18 | 2025-06-18+ | 44/100 | F |
| 3603 | Agentic-RAG-Knowledge-Base wdf-wyh/Agentic-RAG-Knowledge-Base analyze_documentsbase_convertercalculator+10 | 13 | 2026-07-28+ | 44/100 | F |
| 3604 | Automated_Agentic_Software_Testing SanamChoudhary/Automated_Agentic_Software_Testing addanalyze_and_generate_testsanalyze_java_source+5 | 8 | 2026-07-28+ | 44/100 | F |
| 3605 | ClaudeMCP_Server Cerennly/ClaudeMCP_Server add_customeradd_dealcount_customers+7 | 10 | 2026-07-28+ | 44/100 | F |
| 3606 | Context-Engineering-for-Multi-Agent-Systems Denis2054/Context-Engineering-for-Multi-Agent-Systems agent_context_librarianagent_researcheragent_summarizer+1 | 4 | <=2025-11-25 | 44/100 | F |
| 3607 | CyClaw cgfixit/CyClaw finish_proposalhybrid_searchlist_workspace+8 | 11 | 2026-07-28+ | 44/100 | F |
| 3608 | DataNexa MingoZacwu/DataNexa datanexa_describe_tabledatanexa_execute_readonly_sqldatanexa_explain_sql+4 | 7 | 2026-07-28+ | 44/100 | F |
| 3609 | DocsMCP Corzed/DocsMCP get_docslist_directory | 2 | 2026-07-28+ | 44/100 | F |
| 3610 | EU_compliance_MCP Ansvar-Systems/EU_compliance_MCP check_applicabilitycompare_requirementsget_evidence_requirements+2 | 5 | 2026-07-28+ | 44/100 | F |
| 3611 | GenAI anshulkardam/GenAI addcreate-user-bookmarkget-user-bookmarks+2 | 5 | 2026-07-28+ | 44/100 | F |
| 3612 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 3613 | HRApp Ferasman979/HRApp get_candidate_resumeperform_researchprocess_application+1 | 4 | 2026-07-28+ | 44/100 | F |
| 3614 | Kryfto ExceptionRegret/Kryfto add_monitoranswer_with_evidencecheck_watch+35 | 38 | 2026-07-28+ | 44/100 | F |
| 3615 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 3616 | MCP-LOCAL-SERVER Jorge162017/MCP-LOCAL-SERVER data_profilellm_chatnotes_add+8 | 11 | <=2025-11-25 | 44/100 | F |
| 3617 | MCP-rag-with-Chromadb CyprianFusi/MCP-rag-with-Chromadb add_documentclear_databaseget_database_stats+1 | 4 | <=2025-11-25 | 44/100 | F |
| 3618 | MCP-server imshubhamgiri/MCP-server add_two_numberscreate_postenrich-resume-with-ai+13 | 16 | 2026-07-28+ | 44/100 | F |
| 3619 | MCP_Adapter exploring-curiosity/MCP_Adapter addnumbersaddpetcreateuser+18 | 21 | 2026-07-28+ | 44/100 | F |
| 3620 | MemMimic xprooket/MemMimic analyze_memory_patternscontext_taledelete_memory_guided+10 | 13 | 2026-07-28+ | 44/100 | F |
| 3621 | Money-Tracker-MCP JAI0705/Money-Tracker-MCP add_expenselist_expensessummarize | 3 | 2026-07-28+ | 44/100 | F |
| 3622 | PodcastAI mittapallynitin/PodcastAI get_taskloginrequest_paper_generation+1 | 4 | <=2025-11-25 | 44/100 | F |
| 3623 | Recaller nexlified/Recaller determine_gender_specific_relationshipget_bidirectional_relationshipget_gender_specific_mapping+4 | 7 | 2026-07-28+ | 44/100 | F |
| 3624 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 3625 | ToolCatalog TeamSparkAI/ToolCatalog lintServerDatasubstituteTransportUrlvalidateServerJson | 3 | 2026-07-28+ | 44/100 | F |
| 3626 | UltraRAG OpenBMB/UltraRAG buildcheck_model_stateget_data+8 | 11 | 2026-07-28+ | 44/100 | F |
| 3627 | Unfour zyqzyq/Unfour unfour.database.queryunfour.flow.executeunfour.http.request+3 | 6 | 2026-07-28+ | 44/100 | F |
| 3628 | agent-memory xChuCx/agent-memory memory.fetch_contextmemory.propose_updatememory.status | 3 | <=2025-11-25 | 44/100 | F |
| 3629 | ai-api-mcp physics91/ai-api-mcp analyzechatcompare+2 | 5 | 2026-07-28+ | 44/100 | F |
| 3630 | ai-driven-multimodal-analytics serhatsoysal/ai-driven-multimodal-analytics analyze_imageanalyze_textsynthesize_speech+1 | 4 | 2026-07-28+ | 44/100 | F |
| 3631 | astro-mcp khromov/astro-mcp get_content_statusget_distilled_versionsget_documentation+9 | 12 | <=2025-11-25 | 44/100 | F |
| 3632 | bible-mcp themikejr/bible-mcp getEnglishText | 1 | 2026-07-28+ | 44/100 | F |
| 3633 | bsl-ai-toolkit vgtitov/bsl-ai-toolkit attr.addbsl-gate.baselinebsl-gate.check+14 | 17 | 2026-07-28+ | 44/100 | F |
| 3634 | bsl-mcp rsyuzyov/bsl-mcp list_ibssearch_code | 2 | <=2025-11-25 | 44/100 | F |
| 3635 | c4-genai-suite codecentric/c4-genai-suite | 0 | 2026-07-28+ | 44/100 | F |
| 3636 | churnflow-mcp jgsteeler/churnflow-mcp capturelist_trackersstatus | 3 | 2026-07-28+ | 44/100 | F |
| 3637 | claude-code-memory d2a8k3u/claude-code-memory memory_deletememory_getmemory_graph+6 | 9 | 2026-07-28+ | 44/100 | F |
| 3638 | claude-self-reflect ramakay/claude-self-reflect reflect_on_past | 1 | <=2025-11-25 | 44/100 | F |
| 3639 | clinical-diagnosis CyprianFusi/clinical-diagnosis clinical_diagnosis | 1 | 2026-07-28+ | 44/100 | F |
| 3640 | code-mcp 54yyyu/code-mcp get_project_structurelist_directoryread_file | 3 | <=2025-11-25 | 44/100 | F |
| 3641 | code-walkthrough-mcp tomatitito/code-walkthrough-mcp generate_scriptgenerate_video_from_scriptgenerate_walkthrough+2 | 5 | <=2025-11-25 | 44/100 | F |
| 3642 | codevideo-mcp codevideo/codevideo-mcp codevideo_add_actions_to_lessoncodevideo_add_lesson_to_coursecodevideo_create_course_with_initial_metadata+23 | 26 | 2026-07-28+ | 44/100 | F |
| 3643 | cont3xt elevend0g/cont3xt context_packhealth_pingmemory_upsert+1 | 4 | <=2025-11-25 | 44/100 | F |
| 3644 | crawl4ai-mcp-server fwegener83/crawl4ai-mcp-server create_collectiondelete_file_collectiondomain_deep_crawl+6 | 9 | <=2025-11-25 | 44/100 | F |
| 3645 | customer-service-mcp MCP-Security-Research/customer-service-mcp auto_loan_application_statusauto_loan_resource_querycreate_ticket+18 | 21 | 2026-07-28+ | 44/100 | F |
| 3646 | db-connector-helper-mcp leegyoungmin/db-connector-helper-mcp close_connectionconnect_databasediscover_schema+3 | 6 | 2026-07-28+ | 44/100 | F |
| 3647 | debugger-mcp Phoenixrr2113/debugger-mcp analyze-complexityanalyze-react-componentdetect-react-issues+15 | 18 | <=2025-11-25 | 44/100 | F |
| 3648 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 3649 | drizzle-mcp defrex/drizzle-mcp drizzle_generate_migrationdrizzle_introspect_schemadrizzle_run_migrations+2 | 5 | 2026-07-28+ | 44/100 | F |
| 3650 | expense-tracker-mcp abhay032004/expense-tracker-mcp add_expenselist_expensessummarize | 3 | 2026-07-28+ | 44/100 | F |