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141 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 52 | rpg-encoder userFRM/rpg-encoder apply_hierarchy_editbuild_rpgcompute_dataflow+19 | 22 | 2026-07-28+ |
| 43/100 |
| F |
| 53 | HydraMCP Pickle-Pixel/HydraMCP analyze_fileask_modelcompare_models+5 | 8 | <=2025-11-25 | 42/100 | F |
| 54 | element-plus-mcp dweb-channel/element-plus-mcp generate-component | 1 | 2026-07-28+ | 42/100 | F |
| 55 | mcp-mindmesh wheattoast11/mcp-mindmesh execute_in_webcontainergenerate_embeddingsmanage_instances+5 | 8 | 2026-07-28+ | 42/100 | F |
| 56 | mcp-snitch Adversis/mcp-snitch addToQuarantineanalyzeCommandcanProtectServer+15 | 18 | <=2025-11-25 | 42/100 | F |
| 57 | repo-graphrag-mcp yumeiriowl/repo-graphrag-mcp graph_creategraph_plangraph_query | 3 | <=2025-11-25 | 42/100 | F |
| 58 | vmlx jjang-ai/vmlx list_directoryread_fileread_image+3 | 6 | 2026-07-28+ | 42/100 | F |
| 59 | azure-voice-assistant jphein/azure-voice-assistant chatclear_cacheconfigure+2 | 5 | 2026-07-28+ | 41/100 | F |
| 60 | better-chatbot cgoinglove/better-chatbot CreateBarChartCreateLineChartCreatePieChart+6 | 9 | 2025-06-18+ | 41/100 | F |
| 61 | mcp-proxy-server su8z3r0/mcp-proxy-server add_api_keycall_llmget_config_status+2 | 5 | 2026-07-28+ | 41/100 | F |
| 62 | mcpvals Kylejeong2/mcpvals addaddadd+13 | 16 | 2026-07-28+ | 41/100 | F |
| 63 | myAImemory-mcp Jktfe/myAImemory-mcp delete_memoryget_memoriesget_memory+13 | 16 | 2026-07-28+ | 41/100 | F |
| 64 | NaturalLanguageAPIBackends andreibesleaga/NaturalLanguageAPIBackends ai-queryexecute-querygenerate-query | 3 | 2026-07-28+ | 40/100 | F |
| 65 | cursor-resources ample-education/cursor-resources tokens | 1 | 2026-07-28+ | 40/100 | F |
| 66 | mcp-lab binabik-ai/mcp-lab call_tooldiscover_tools | 2 | 2026-07-28+ | 40/100 | F |
| 67 | mcp-postgres gideonsuttle/mcp-postgres call-toolchatlist-prompts+3 | 6 | <=2025-11-25 | 40/100 | F |
| 68 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 69 | napi nanoapi-io/napi extractgenerateinit+3 | 6 | 2026-07-28+ | 40/100 | F |
| 70 | open-webui open-webui/open-webui ask_user | 1 | 2026-07-28+ | 40/100 | F |
| 71 | phone-a-friend-mcp-server abhishekbhakat/phone-a-friend-mcp-server fax_a_friendphone_a_friend | 2 | <=2025-11-25 | 40/100 | F |
| 72 | pixelmemory pixeltable/pixelmemory manage_tasks | 1 | <=2025-11-25 | 40/100 | F |
| 73 | Memgpt-MCP-Server Vic563/Memgpt-MCP-Server chatclear_memoryget_memory+2 | 5 | 2026-07-28+ | 39/100 | F |
| 74 | OpenMemory-MCP osen77/OpenMemory-MCP add_memorieslist_memoriessearch_memory | 3 | <=2025-11-25 | 39/100 | F |
| 75 | kai Aurite-ai/kai categorize_filefetch_api_documentationgenerate_connector_manifest+22 | 25 | 2026-07-28+ | 39/100 | F |
| 76 | opencode-bridge genomewalker/opencode-bridge _apply_file_patch_apply_symbol_delete_apply_symbol_edit+19 | 22 | 2026-07-28+ | 39/100 | F |
| 77 | plux Kyaw-Min-Thant/plux get_default_directoriesread_directorysend_message+1 | 4 | 2026-07-28+ | 39/100 | F |
| 78 | skylos duriantaco/skylos | 0 | 2026-07-28+ | 39/100 | F |
| 79 | MCP-buddy M3l3r0/MCP-buddy callMCPToolgetConversationContextgetMCPServerInfo+1 | 4 | 2026-07-28+ | 38/100 | F |
| 80 | ZAP-MCP ajtazer/ZAP-MCP generate_reportget_scan_resultsget_scan_status+3 | 6 | <=2025-11-25 | 38/100 | F |
| 81 | claude-workbench Norman-else/claude-workbench ai_chatclear_env_from_shell_configclear_settings_env+44 | 47 | 2026-07-28+ | 38/100 | F |
| 82 | dai_assistant Esclender/dai_assistant helpinitlist_agents+4 | 7 | <=2025-11-25 | 38/100 | F |
| 83 | emotion_ai angrysky56/emotion_ai archive_conversations_to_videoarchive_old_conversationsarchive_old_memories+20 | 23 | <=2025-11-25 | 38/100 | F |
| 84 | mcp-demo ihiteshgupta/mcp-demo build_agent_promptconfigure_memory_settingsconfigure_sequential_thinking+18 | 21 | <=2025-11-25 | 38/100 | F |
| 85 | postgres-mcp HugoSanchez/postgres-mcp createDocumentgetWeatherrequestSuggestions+1 | 4 | 2026-07-28+ | 38/100 | F |
| 86 | sample-fixed-schema-response-mcp aws-samples/sample-fixed-schema-response-mcp transform_to_* | 1 | 2026-07-28+ | 38/100 | F |
| 87 | Bao Suge8/Bao agent_browsercancel_taskcheck_tasks+20 | 23 | 2026-07-28+ | 37/100 | F |
| 88 | YAMS Saturate/YAMS AgentBashEdit+7 | 10 | <=2025-11-25 | 37/100 | F |
| 89 | avatar-shell mfukushim/avatar-shell addAvataraddExtTalkContextcalcDefaultName+24 | 27 | 2026-07-28+ | 37/100 | F |
| 90 | fastapi-ai-sdk Rich-Idea-Solutions/fastapi-ai-sdk ai_assistantcalculatecalculator_endpoint+12 | 15 | 2026-07-28+ | 37/100 | F |
| 91 | lyra-web3-playground nirholas/lyra-web3-playground aicompiledeploy+8 | 11 | 2026-07-28+ | 37/100 | F |
| 92 | MCP-Agent-Accelerator ATaylorAerospace/MCP-Agent-Accelerator web_search | 1 | <=2025-11-25 | 36/100 | F |
| 93 | geofs-mcp lobstercare/geofs-mcp getFlightDatagetPositionland+12 | 15 | 2026-07-28+ | 36/100 | F |
| 94 | telegram-to-x-formatter iliamak/telegram-to-x-formatter format_telegram_post | 1 | 2026-07-28+ | 36/100 | F |
| 95 | ai-vibes-mcp-server Francosimon53/ai-vibes-mcp-server analyzecomparehealth+1 | 4 | 2026-07-28+ | 35/100 | F |
| 96 | mcp-hub mebius01/mcp-hub list-modelsshow-model | 2 | 2026-07-28+ | 35/100 | F |
| 97 | mcp-studio muhammadfachryy/mcp-studio abortToolcallToolcheckConnectivity+31 | 34 | <=2025-11-25 | 35/100 | F |
| 98 | ai-agents-fastmcp BenjiCoder24/ai-agents-fastmcp analyzeanalyze_resultscreate_plan+5 | 8 | 2026-07-28+ | 33/100 | F |
| 99 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 100 | mcp-server-mas-sequential-thinking FradSer/mcp-server-mas-sequential-thinking sequential-thinkingsequentialthinking | 2 | 2025-06-18+ | 33/100 | F |