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168 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 | awesome-skills theneoai/awesome-skills |
| 8 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 4 | icon-mcp-server mimiya525-cloud/icon-mcp-server generate_iconsearch_icons | 2 | 2026-07-28+ | 49/100 | F |
| 5 | mcp4ddd mattes3/mcp4ddd generateDynamoDBRepositorygenerateEntitygeneratePostgreSQLRepository+3 | 6 | 2025-06-18+ | 49/100 | F |
| 6 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 7 | Rule-MCP-Server AkitoSakurabaCreator/Rule-MCP-Server autoDetectProjectgetProjectInfogetRules+2 | 5 | 2026-07-28+ | 48/100 | F |
| 8 | ai-development-tools-mcp blairmichaelg/ai-development-tools-mcp analyze_code_metricsanalyze_code_qualityanalyze_code_structure+20 | 23 | <=2025-11-25 | 48/100 | F |
| 9 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 10 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 11 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 12 | 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 |
| 13 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 14 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 15 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 16 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 17 | codemogger glommer/codemogger indexlistmcp+1 | 4 | 2026-07-28+ | 47/100 | F |
| 18 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 19 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 20 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 21 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 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 | install-x DuinoDu/install-x installis_supported | 2 | 2026-07-28+ | 46/100 | F |
| 28 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 29 | pipe brownjer3/pipe get_sync_statusget_team_contextlist_platforms+3 | 6 | <=2025-11-25 | 46/100 | F |
| 30 | rag-mcp zivshek/rag-mcp get_godot_context | 1 | 2026-07-28+ | 46/100 | F |
| 31 | rails-pg-extras-mcp pawurb/rails-pg-extras-mcp bloatcache_hitcalls+23 | 26 | <=2025-11-25 | 46/100 | F |
| 32 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 33 | cobo uec-i4s/cobo search | 1 | 2026-07-28+ | 45/100 | F |
| 34 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 35 | lancer-mcp ItBurnsWhenICommit/lancer-mcp Query | 1 | 2026-07-28+ | 45/100 | F |
| 36 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 37 | mcp-roocode-bridge AliHermessi/mcp-roocode-bridge ai_gatewayai_gateway_handleranalyze_code+7 | 10 | <=2025-11-25 | 45/100 | F |
| 38 | rigour rigour-labs/rigour rigour_agent_deregisterrigour_agent_registerrigour_cache_stats+21 | 24 | 2026-07-28+ | 45/100 | F |
| 39 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 40 | agent-generator ruslanmv/agent-generator matrix_checkmatrix_commitmatrix_plan_batch+3 | 6 | 2026-07-28+ | 44/100 | F |
| 41 | astro-mcp khromov/astro-mcp get_content_statusget_distilled_versionsget_documentation+9 | 12 | <=2025-11-25 | 44/100 | F |
| 42 | bsl-ai-toolkit vgtitov/bsl-ai-toolkit attr.addbsl-gate.baselinebsl-gate.check+14 | 17 | 2026-07-28+ | 44/100 | F |
| 43 | claude-context-local shreyashKilledar1/claude-context-local get_project_infoindex_directorylist_projects+1 | 4 | <=2025-11-25 | 44/100 | F |
| 44 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 45 | nothumansearch unitedideas/nothumansearch ProbeMCPJSONRPC | 1 | 2026-07-28+ | 44/100 | F |
| 46 | LeanKG FreePeak/LeanKG importquerystatus | 3 | 2026-07-28+ | 43/100 | F |
| 47 | MCP-experiments kinjal-1007/MCP-experiments add_projectadd_tasklist_projects+4 | 7 | 2026-07-28+ | 43/100 | F |
| 48 | blockbench-mcp-project jasonjgardner/blockbench-mcp-project albedo_to_normalfal_gpt_imageresize_to_atlas+1 | 4 | 2026-07-28+ | 43/100 | F |
| 49 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 50 | hipocampo carrasquelalex1/hipocampo add_memorybire_searchcheckpoint_hipocampo+19 | 22 | <=2025-11-25 | 43/100 | F |