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174 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Cortex cdeust/Cortex recallremember | 2 | 2025-06-18+ | 49/100 | F |
| 2 | ferrumdeck sattyamjjain/ferrumdeck |
| 13 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | gemini-code-assist-mcp VinnyVanGogh/gemini-code-assist-mcp gemini_analyze_buggemini_explain_codegemini_proofread_feature_plan+1 | 4 | 2026-07-28+ | 49/100 | F |
| 4 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 5 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 6 | mcp4ddd mattes3/mcp4ddd generateDynamoDBRepositorygenerateEntitygeneratePostgreSQLRepository+3 | 6 | 2025-06-18+ | 49/100 | F |
| 7 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 8 | Rule-MCP-Server AkitoSakurabaCreator/Rule-MCP-Server autoDetectProjectgetProjectInfogetRules+2 | 5 | 2026-07-28+ | 48/100 | F |
| 9 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 10 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 11 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 12 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 13 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 14 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 15 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 16 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 17 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 18 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 19 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 20 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 21 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 22 | AutoDocs TrySita/AutoDocs batch_search_codebase | 1 | 2026-07-28+ | 46/100 | F |
| 23 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 24 | aeamcp openSVM/aeamcp analyzeMcpServerCompatibilityestimateRegistrationFeesgetAgent+15 | 18 | 2025-06-18+ | 46/100 | F |
| 25 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 26 | dblink-mcp patricksabry1/dblink-mcp add_database_connectioncompare_query_resultsdetect_schema_differences+2 | 5 | <=2025-11-25 | 46/100 | F |
| 27 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 28 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 29 | pipe brownjer3/pipe get_sync_statusget_team_contextlist_platforms+3 | 6 | <=2025-11-25 | 46/100 | F |
| 30 | rails-pg-extras-mcp pawurb/rails-pg-extras-mcp bloatcache_hitcalls+23 | 26 | <=2025-11-25 | 46/100 | F |
| 31 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 32 | ai-code-review-mcp physics91/ai-code-review-mcp analyze_code_combinedanalyze_code_with_codexanalyze_code_with_gemini | 3 | <=2025-11-25 | 45/100 | F |
| 33 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 34 | lancer-mcp ItBurnsWhenICommit/lancer-mcp Query | 1 | 2026-07-28+ | 45/100 | F |
| 35 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 36 | mcp-roocode-bridge AliHermessi/mcp-roocode-bridge ai_gatewayai_gateway_handleranalyze_code+7 | 10 | <=2025-11-25 | 45/100 | F |
| 37 | rigour rigour-labs/rigour rigour_agent_deregisterrigour_agent_registerrigour_cache_stats+21 | 24 | 2026-07-28+ | 45/100 | F |
| 38 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 39 | astro-mcp khromov/astro-mcp get_content_statusget_distilled_versionsget_documentation+9 | 12 | <=2025-11-25 | 44/100 | F |
| 40 | bsl-ai-toolkit vgtitov/bsl-ai-toolkit attr.addbsl-gate.baselinebsl-gate.check+14 | 17 | 2026-07-28+ | 44/100 | F |
| 41 | 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 |
| 42 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 43 | nothumansearch unitedideas/nothumansearch ProbeMCPJSONRPC | 1 | 2026-07-28+ | 44/100 | F |
| 44 | GeminiMcpServer kousen/GeminiMcpServer gemini_analyzeCodebasegemini_scanAndPlan | 2 | <=2025-11-25 | 43/100 | F |
| 45 | LeanKG FreePeak/LeanKG importquerystatus | 3 | 2026-07-28+ | 43/100 | F |
| 46 | MCP-experiments kinjal-1007/MCP-experiments add_projectadd_tasklist_projects+4 | 7 | 2026-07-28+ | 43/100 | F |
| 47 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 48 | claude-team-mcp guru111244/claude-team-mcp analyze_project_structureask_expertcode_review+14 | 17 | 2026-07-28+ | 43/100 | F |
| 49 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 50 | gemini-bridge eLyiN/gemini-bridge execute_gemini_simpleexecute_gemini_with_at_commandexecute_gemini_with_attachments+1 | 4 | <=2025-11-25 | 43/100 | F |