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47 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | 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 |
| 2 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 3 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 4 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 5 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 6 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 7 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 8 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 9 | 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 |
| 10 | 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 |
| 11 | GeminiMcpServer kousen/GeminiMcpServer gemini_analyzeCodebasegemini_scanAndPlan | 2 | <=2025-11-25 | 43/100 | F |
| 12 | 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 |
| 13 | claude-team-mcp guru111244/claude-team-mcp analyze_project_structureask_expertcode_review+14 | 17 | 2026-07-28+ | 43/100 | F |
| 14 | gemini-bridge eLyiN/gemini-bridge execute_gemini_simpleexecute_gemini_with_at_commandexecute_gemini_with_attachments+1 | 4 | <=2025-11-25 | 43/100 | F |
| 15 | mcp-servers DaleLJefferson/mcp-servers addadd_allcheckout_branch+8 | 11 | 2026-07-28+ | 43/100 | F |
| 16 | nano-banana-mcp seungmanchoi/nano-banana-mcp configure_api_keyconfigure_google_loginconfigure_model+7 | 10 | 2026-07-28+ | 43/100 | F |
| 17 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 18 | element-plus-mcp dweb-channel/element-plus-mcp generate-component | 1 | 2026-07-28+ | 42/100 | F |
| 19 | pal-mcp-server BeehiveInnovations/pal-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 42/100 | F |
| 20 | repo-graphrag-mcp yumeiriowl/repo-graphrag-mcp graph_creategraph_plangraph_query | 3 | <=2025-11-25 | 42/100 | F |
| 21 | blueprint-mcp Kasun2006/blueprint-mcp check_job_statusdownload_diagramstart_diagram_job | 3 | <=2025-11-25 | 41/100 | F |
| 22 | zen-mcp-server jray2123/zen-mcp-server analyzechallengechat+13 | 16 | 2026-07-28+ | 41/100 | F |
| 23 | eyeson grzetich/eyeson ux_analyze_codeux_analyze_resultsux_analyze_screenshots+3 | 6 | 2026-07-28+ | 40/100 | F |
| 24 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 25 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 26 | mcp_server_project sdirishguy/mcp_server_project execute_shell_command_toolfile_system_create_directory_toolfile_system_list_directory_tool+4 | 7 | <=2025-11-25 | 38/100 | F |
| 27 | phantom-canvas baixianger/phantom-canvas GET /healthGET /task/:idGET /task/:id/image/:index+5 | 8 | 2026-07-28+ | 37/100 | F |
| 28 | mcp-perplexity-server albers2411/mcp-perplexity-server decide_action | 1 | 2026-07-28+ | 36/100 | F |
| 29 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 30 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 31 | plate-playground-template udecode/plate-playground-template | 0 | 2026-07-28+ | 35/100 | F |
| 32 | node-code-sandbox-mcp mozicim/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 34/100 | F |
| 33 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 34 | Guruzen-mcp-server etsomni-cpu/Guruzen-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 33/100 | F |
| 35 | RepoTools freshtechbro/RepoTools generate-fullstack-starter-kitgenerate-prdgenerate-rules+3 | 6 | <=2025-11-25 | 33/100 | F |
| 36 | aigentry-devkit dmsdc-ai/aigentry-devkit bootstrapbreakdownctx-classify+19 | 22 | 2026-07-28+ | 33/100 | F |
| 37 | sciagent princeomar9009/sciagent auto_tracklog_metadatalog_metric+5 | 8 | 2026-07-28+ | 32/100 | F |
| 38 | linux-ai-setup-script tamerkaraca/linux-ai-setup-script cleanup_claude_mcpcleanup_magic_mcpcleanup_qwen_mcp+48 | 51 | 2026-07-28+ | 27/100 | F |
| 39 | midos MidOSresearch/midos | 0 | <=2025-11-25 | 26/100 | F |
| 40 | chatgpt-copilot feiskyer/chatgpt-copilot addCommentsaddCurrentFileaddTests+28 | 31 | 2026-07-28+ | 23/100 | F |
| 41 | skills-not-mcp vdutts7/skills-not-mcp analyzeapilookupchallenge+6 | 9 | 2026-07-28+ | 22/100 | F |
| 42 | ndlovu-code-reviewer shaunie2fly/ndlovu-code-reviewer review_code | 1 | <=2025-11-25 | 16/100 | F |
| 43 | Claude-Gemini-MCP-Integration-Server i3T4AN/Claude-Gemini-MCP-Integration-Server ask_geminigemini_brainstormgemini_code_review+1 | 4 | 2026-07-28+ | 11/100 | F |
| 44 | artifex-mcp jkalasas/artifex-mcp auth_loginauth_logoutauth_status+2 | 5 | 2026-07-28+ | 11/100 | F |
| 45 | gemini-mcp-server taehun-kmu/gemini-mcp-server consult_geminigemini_statustoggle_gemini_auto_consult | 3 | <=2025-11-25 | 11/100 | F |
| 46 | agent-rag-mcp kurazuuuuuu/agent-rag-mcp ask_code_patternask_project_documentget_request_schema_template+1 | 4 | 2026-07-28+ | 6/100 | F |
| 47 | TaskWing josephgoksu/TaskWing | 0 | 2026-07-28+ | 0/100 | F |