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171 of 92,923 servers match, ranked by overall score.
| 36 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 4 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 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 | claude-code-index SMTemple/claude-code-index get_file_overviewget_project_summaryindex_status+3 | 6 | 2026-07-28+ | 48/100 | F |
| 9 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 10 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 11 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 12 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 13 | 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 |
| 14 | Marionette yarin-mag/Marionette marionette_set_task | 1 | 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 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 21 | AutoDocs TrySita/AutoDocs batch_search_codebase | 1 | 2026-07-28+ | 46/100 | F |
| 22 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 23 | aeamcp openSVM/aeamcp analyzeMcpServerCompatibilityestimateRegistrationFeesgetAgent+15 | 18 | 2025-06-18+ | 46/100 | F |
| 24 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 25 | dblink-mcp patricksabry1/dblink-mcp add_database_connectioncompare_query_resultsdetect_schema_differences+2 | 5 | <=2025-11-25 | 46/100 | F |
| 26 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 27 | pipe brownjer3/pipe get_sync_statusget_team_contextlist_platforms+3 | 6 | <=2025-11-25 | 46/100 | F |
| 28 | plumb-mcp tathagat22/plumb-mcp plumb_assetsplumb_auditplumb_brand+25 | 28 | 2026-07-28+ | 46/100 | F |
| 29 | rails-pg-extras-mcp pawurb/rails-pg-extras-mcp bloatcache_hitcalls+23 | 26 | <=2025-11-25 | 46/100 | F |
| 30 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 31 | unsloth-mcp-server ScientiaCapital/unsloth-mcp-server check_installationcheck_ocr_backendsclassify_content+16 | 19 | <=2025-11-25 | 46/100 | F |
| 32 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 33 | lancer-mcp ItBurnsWhenICommit/lancer-mcp Query | 1 | 2026-07-28+ | 45/100 | F |
| 34 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 35 | mcp-roocode-bridge AliHermessi/mcp-roocode-bridge ai_gatewayai_gateway_handleranalyze_code+7 | 10 | <=2025-11-25 | 45/100 | F |
| 36 | rigour rigour-labs/rigour rigour_agent_deregisterrigour_agent_registerrigour_cache_stats+21 | 24 | 2026-07-28+ | 45/100 | F |
| 37 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 38 | astro-mcp khromov/astro-mcp get_content_statusget_distilled_versionsget_documentation+9 | 12 | <=2025-11-25 | 44/100 | F |
| 39 | bsl-ai-toolkit vgtitov/bsl-ai-toolkit attr.addbsl-gate.baselinebsl-gate.check+14 | 17 | 2026-07-28+ | 44/100 | F |
| 40 | debugger-mcp Phoenixrr2113/debugger-mcp analyze-complexityanalyze-react-componentdetect-react-issues+15 | 18 | <=2025-11-25 | 44/100 | F |
| 41 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 42 | nothumansearch unitedideas/nothumansearch ProbeMCPJSONRPC | 1 | 2026-07-28+ | 44/100 | F |
| 43 | LeanKG FreePeak/LeanKG importquerystatus | 3 | 2026-07-28+ | 43/100 | F |
| 44 | MCP-experiments kinjal-1007/MCP-experiments add_projectadd_tasklist_projects+4 | 7 | 2026-07-28+ | 43/100 | F |
| 45 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 46 | hipocampo carrasquelalex1/hipocampo add_memorybire_searchcheckpoint_hipocampo+19 | 22 | <=2025-11-25 | 43/100 | F |
| 47 | mcp-evals buildwithlayer/mcp-evals add | 1 | 2026-07-28+ | 43/100 | F |
| 48 | mcp-tool-factory-ts HeshamFS/mcp-tool-factory-ts estimate_costgenerate_docsgenerate_server+8 | 11 | 2025-06-18+ | 43/100 | F |
| 49 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 50 | rpg-encoder userFRM/rpg-encoder apply_hierarchy_editbuild_rpgcompute_dataflow+19 | 22 | 2026-07-28+ | 43/100 | F |