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185 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | langgraph-claude-azure-mcp mm-repos/langgraph-claude-azure-mcp format_documentssearch_and_analyzesearch_and_summarize+1 | 4 | <=2025-11-25 | 45/100 | F |
| 52 | llm-bridge-mcp sjquant/llm-bridge-mcp run_llm | 1 | 2026-07-28+ |
| 45/100 |
| F |
| 53 | mcp-banana-image Trigi-Digital/mcp-banana-image analyze_imageblend_imagesconvert_image+12 | 15 | <=2025-11-25 | 45/100 | F |
| 54 | mcp-gateway oliverye7/mcp-gateway calculateechoexecute_tool+2 | 5 | <=2025-11-25 | 45/100 | F |
| 55 | mcp-rag-server FORIFOR/mcp-rag-server get_document_countsearch | 2 | <=2025-11-25 | 45/100 | F |
| 56 | mcp-servers rishi-madhav/mcp-servers studybuddy_create_storystudybuddy_explain_topicstudybuddy_generate_practice+2 | 5 | <=2025-11-25 | 45/100 | F |
| 57 | video-research-mcp Galbaz1/video-research-mcp audio_generatecontent_analyzecontent_batch_analyze+13 | 16 | 2026-07-28+ | 45/100 | F |
| 58 | MCP-Excel-Manager DCode-v05/MCP-Excel-Manager append_rowlist_excel_filesread_range+2 | 5 | <=2025-11-25 | 44/100 | F |
| 59 | MCP_Adapter exploring-curiosity/MCP_Adapter addnumbersaddpetcreateuser+18 | 21 | 2026-07-28+ | 44/100 | F |
| 60 | 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 |
| 61 | mcp-gemini-prompt-enhancer andrea9293/mcp-gemini-prompt-enhancer enhance_prompt | 1 | 2026-07-28+ | 44/100 | F |
| 62 | nexus Nexus-Router/nexus | 0 | <=2025-11-25 | 44/100 | F |
| 63 | open-persona jungtaeinn/open-persona copyFilecreateDirectorydeleteFile+8 | 11 | 2026-07-28+ | 44/100 | F |
| 64 | GeminiMcpServer kousen/GeminiMcpServer gemini_analyzeCodebasegemini_scanAndPlan | 2 | <=2025-11-25 | 43/100 | F |
| 65 | Memory-MCP-Server mohakgoel-data/Memory-MCP-Server forgetget_all_memoriesrecall+1 | 4 | 2026-07-28+ | 43/100 | F |
| 66 | 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 |
| 67 | Solana-MarketPlace-MCP Pavilion-devs/Solana-MarketPlace-MCP ai_querydelist_nftget_collection_stats+4 | 7 | 2026-07-28+ | 43/100 | F |
| 68 | claude-team-mcp guru111244/claude-team-mcp analyze_project_structureask_expertcode_review+14 | 17 | 2026-07-28+ | 43/100 | F |
| 69 | gemini-bridge eLyiN/gemini-bridge execute_gemini_simpleexecute_gemini_with_at_commandexecute_gemini_with_attachments+1 | 4 | <=2025-11-25 | 43/100 | F |
| 70 | gemini-mcp-tool-windows-fixed orzcls/gemini-mcp-tool-windows-fixed Helpask-geminibrainstorm+3 | 6 | <=2025-11-25 | 43/100 | F |
| 71 | gemini-webapi-mcp AndyShaman/gemini-webapi-mcp chateditgenerate+1 | 4 | <=2025-11-25 | 43/100 | F |
| 72 | just-prompt disler/just-prompt ceo_and_boardlist_modelslist_providers+3 | 6 | <=2025-11-25 | 43/100 | F |
| 73 | mcp-servers DaleLJefferson/mcp-servers addadd_allcheckout_branch+8 | 11 | 2026-07-28+ | 43/100 | F |
| 74 | nano-banana-mcp seungmanchoi/nano-banana-mcp configure_api_keyconfigure_google_loginconfigure_model+7 | 10 | 2026-07-28+ | 43/100 | F |
| 75 | swarmclaw swarmclawai/swarmclaw browsercheck_delegation_statusconnector_message_tool+38 | 41 | 2026-07-28+ | 43/100 | F |
| 76 | HydraMCP Pickle-Pixel/HydraMCP analyze_fileask_modelcompare_models+5 | 8 | <=2025-11-25 | 42/100 | F |
| 77 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 78 | element-plus-mcp dweb-channel/element-plus-mcp generate-component | 1 | 2026-07-28+ | 42/100 | F |
| 79 | gemini-mcp-server Garblesnarff/gemini-mcp-server gemini-advanced-imagegemini-analyze-imagegemini-analyze-video+7 | 10 | <=2025-11-25 | 42/100 | F |
| 80 | oqtopus yaruchyo/oqtopus contact_pageedit_agentindex+9 | 12 | <=2025-11-25 | 42/100 | F |
| 81 | pal-mcp-server BeehiveInnovations/pal-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 42/100 | F |
| 82 | peer-review-mcp eyalzh/peer-review-mcp ask-expert-for-helpask-expert-for-peer-review | 2 | 2026-07-28+ | 42/100 | F |
| 83 | repo-graphrag-mcp yumeiriowl/repo-graphrag-mcp graph_creategraph_plangraph_query | 3 | <=2025-11-25 | 42/100 | F |
| 84 | smartdome-mcp-server bouakkaz-star/smartdome-mcp-server chatchat_with_audioclassify_file+22 | 25 | <=2025-11-25 | 42/100 | F |
| 85 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 86 | MCP-GroundX raiden9420/MCP-GroundX generate_responserag_querysearch_documents | 3 | <=2025-11-25 | 41/100 | F |
| 87 | better-chatbot cgoinglove/better-chatbot CreateBarChartCreateLineChartCreatePieChart+6 | 9 | 2025-06-18+ | 41/100 | F |
| 88 | blueprint-mcp Kasun2006/blueprint-mcp check_job_statusdownload_diagramstart_diagram_job | 3 | <=2025-11-25 | 41/100 | F |
| 89 | mcp-proxy-server su8z3r0/mcp-proxy-server add_api_keycall_llmget_config_status+2 | 5 | 2026-07-28+ | 41/100 | F |
| 90 | mcp-server-langgraph vishnu2kmohan/mcp-server-langgraph agent_chatconversation_getconversation_search | 3 | 2026-07-28+ | 41/100 | F |
| 91 | py-gpt szczyglis-dev/py-gpt web_search | 1 | 2026-07-28+ | 41/100 | F |
| 92 | zen-mcp-server jray2123/zen-mcp-server analyzechallengechat+13 | 16 | 2026-07-28+ | 41/100 | F |
| 93 | RAG-MCP cr21/RAG-MCP preety_print_product_metadata_responseproduct_metadata_analysis_for_refine_or_tuning_search_resultreturn_ranked_product_response_from_ranked_index | 3 | <=2025-11-25 | 40/100 | F |
| 94 | cag stanislavlysenko0912/cag cag_agent_create_taskcag_agent_task_cancelcag_agent_task_get+5 | 8 | 2026-07-28+ | 40/100 | F |
| 95 | eyeson grzetich/eyeson ux_analyze_codeux_analyze_resultsux_analyze_screenshots+3 | 6 | 2026-07-28+ | 40/100 | F |
| 96 | mcp-image-generator hagamiyuusan/mcp-image-generator generate_image_from_texttransform_image_from_resource | 2 | <=2025-11-25 | 40/100 | F |
| 97 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 98 | md2wechat-skill geekjourneyx/md2wechat-skill advisebrandcapabilities+23 | 26 | <=2025-11-25 | 40/100 | F |
| 99 | vox-mcp linxule/vox-mcp chatdump_threadslistmodels | 3 | 2026-07-28+ | 40/100 | F |
| 100 | workshop-a2a-mcp sfeir-open-source/workshop-a2a-mcp exit_loopimage_generator_toolload_image_data | 3 | <=2025-11-25 | 40/100 | F |