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123 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | codebase-analyzer-mcp jaykaycodes/codebase-analyzer-mcp analyze_repoexpand_sectionfind_patterns+4 | 7 | 2026-07-28+ | 53/100 | D |
| 52 | speak2me-mcp CodingButter/speak2me-mcp |
| 15 |
| 2026-07-28+ |
| 53/100 |
| D |
| 53 | claude-concilium spyrae/claude-concilium gemini_analyzegemini_chatopenai_chat+2 | 5 | 2026-07-28+ | 52/100 | D |
| 54 | codex-claude-bridge AmirShayegh/codex-claude-bridge review_codereview_historyreview_plan+2 | 5 | 2026-07-28+ | 52/100 | D |
| 55 | cortex As-The-Geek-Learns/cortex cortex_get_plancortex_get_recentcortex_get_status+2 | 5 | 2026-07-28+ | 52/100 | D |
| 56 | image-gen ebeloded/image-gen generateGeminiImagegenerateGrokImagegenerateOpenAIImage | 3 | 2026-07-28+ | 52/100 | D |
| 57 | UIWeaver-MCP arindhimar/UIWeaver-MCP analyze_ui_toolapply_changesgenerate_3d_tool+6 | 9 | 2026-07-28+ | 51/100 | D |
| 58 | deep-code-reasoning-mcp dx-corp/deep-code-reasoning-mcp continue_conversationcross_system_impactescalate_analysis+7 | 10 | <=2025-11-25 | 51/100 | D |
| 59 | gemini-image-mcp trevoruptain/gemini-image-mcp edit_imagegenerate_image | 2 | 2026-07-28+ | 51/100 | D |
| 60 | google-genmedia-mcp shiiman/google-genmedia-mcp combine_audio_videogenerate_imagegenerate_music+4 | 7 | <=2025-11-25 | 51/100 | D |
| 61 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 62 | pixelforge-mcp freema/pixelforge-mcp forge_animationforge_backgroundforge_item_kit+5 | 8 | <=2025-11-25 | 51/100 | D |
| 63 | BigBrain Leonard013/BigBrain ask_both_modelsask_codexask_gemini+3 | 6 | 2026-07-28+ | 50/100 | D |
| 64 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 65 | MCP-Ghidra5 TheStingR/MCP-Ghidra5 ai_model_statusbinary_difffile+10 | 13 | <=2025-11-25 | 50/100 | D |
| 66 | Proxima Zen4-bit/Proxima ask_all_aisask_chatgptask_claude+16 | 19 | 2026-07-28+ | 50/100 | D |
| 67 | code-review-analyst-mcp j0hanz/code-review-analyst-mcp analyze_pr_impactanalyze_time_space_complexityask_about_code+11 | 14 | 2025-06-18+ | 50/100 | D |
| 68 | deep-code-reasoning-mcp haasonsaas/deep-code-reasoning-mcp continue_conversationcross_system_impactescalate_analysis+7 | 10 | 2026-07-28+ | 50/100 | D |
| 69 | vecgrep VecGrep/vecgrep clear_indexgraph_queryindex+4 | 7 | <=2025-11-25 | 50/100 | D |
| 70 | 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 |
| 71 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 72 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 73 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 74 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 75 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 76 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 77 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 78 | 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 |
| 79 | 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 |
| 80 | GeminiMcpServer kousen/GeminiMcpServer gemini_analyzeCodebasegemini_scanAndPlan | 2 | <=2025-11-25 | 43/100 | F |
| 81 | 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 |
| 82 | claude-team-mcp guru111244/claude-team-mcp analyze_project_structureask_expertcode_review+14 | 17 | 2026-07-28+ | 43/100 | F |
| 83 | gemini-bridge eLyiN/gemini-bridge execute_gemini_simpleexecute_gemini_with_at_commandexecute_gemini_with_attachments+1 | 4 | <=2025-11-25 | 43/100 | F |
| 84 | mcp-servers DaleLJefferson/mcp-servers addadd_allcheckout_branch+8 | 11 | 2026-07-28+ | 43/100 | F |
| 85 | nano-banana-mcp seungmanchoi/nano-banana-mcp configure_api_keyconfigure_google_loginconfigure_model+7 | 10 | 2026-07-28+ | 43/100 | F |
| 86 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 87 | element-plus-mcp dweb-channel/element-plus-mcp generate-component | 1 | 2026-07-28+ | 42/100 | F |
| 88 | pal-mcp-server BeehiveInnovations/pal-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 42/100 | F |
| 89 | repo-graphrag-mcp yumeiriowl/repo-graphrag-mcp graph_creategraph_plangraph_query | 3 | <=2025-11-25 | 42/100 | F |
| 90 | blueprint-mcp Kasun2006/blueprint-mcp check_job_statusdownload_diagramstart_diagram_job | 3 | <=2025-11-25 | 41/100 | F |
| 91 | zen-mcp-server jray2123/zen-mcp-server analyzechallengechat+13 | 16 | 2026-07-28+ | 41/100 | F |
| 92 | eyeson grzetich/eyeson ux_analyze_codeux_analyze_resultsux_analyze_screenshots+3 | 6 | 2026-07-28+ | 40/100 | F |
| 93 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 94 | Nenyax Nenyax-AI/Nenyax ResembleTTS.synthesizedownload_agent_filesfetch_agent_config+10 | 13 | 2026-07-28+ | 38/100 | F |
| 95 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 96 | 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 |
| 97 | mio-chat-backend Pretend-to/mio-chat-backend meta_tool | 1 | <=2025-11-25 | 38/100 | F |
| 98 | echokit_server second-state/echokit_server | 0 | <=2025-11-25 | 37/100 | F |
| 99 | phantom-canvas baixianger/phantom-canvas GET /healthGET /task/:idGET /task/:id/image/:index+5 | 8 | 2026-07-28+ | 37/100 | F |
| 100 | mcp-perplexity-server albers2411/mcp-perplexity-server decide_action | 1 | 2026-07-28+ | 36/100 | F |