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69 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | second-opinion-mcp-server PoliTwit1984/second-opinion-mcp-server get_second_opinion | 1 | 2026-07-28+ | 69/100 | C |
| 2 | smart-ai-bridge Platano78/smart-ai-bridge |
| 4 |
| <=2025-11-25 |
| 69/100 |
| C |
| 3 | pixelforge-mcp Tehnolabs/pixelforge-mcp advanced_edit_imageanalyze_imageapply_template+11 | 14 | <=2025-11-25 | 68/100 | C |
| 4 | brainstorm-mcp spranab/brainstorm-mcp add_providerbrainstormbrainstorm_collect+4 | 7 | 2026-07-28+ | 67/100 | C |
| 5 | gemini-mcp PavelGuzenfeld/gemini-mcp gemini_analyzegemini_askgemini_chat+1 | 4 | 2026-07-28+ | 66/100 | C |
| 6 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 7 | agent-intern SinanTufekci/agent-intern antigravity_askantigravity_continuecodex_ask+7 | 10 | 2026-07-28+ | 65/100 | C |
| 8 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 9 | mcp-vision-bridge KuaaMU/mcp-vision-bridge analyze_image | 1 | 2026-07-28+ | 65/100 | C |
| 10 | primr blisspixel/primr cancel_jobestimate_runestimate_skill_pack+7 | 10 | <=2025-11-25 | 65/100 | C |
| 11 | SpriteGameGen Nether403/SpriteGameGen animate_spriteenhance_promptexport_character_bundle+7 | 10 | 2026-07-28+ | 64/100 | C |
| 12 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 13 | mcp-game-asset-gen Flux159/mcp-game-asset-gen falai_edit_imagefalai_generate_imagegemini_generate_image+8 | 11 | 2026-07-28+ | 64/100 | C |
| 14 | memex STiFLeR7/memex explain_changeget_engineering_contextget_open_problems+8 | 11 | 2026-07-28+ | 64/100 | C |
| 15 | sensegrep Stahldavid/sensegrep sensegrep_clustersensegrep_contextsensegrep_detect_duplicates+6 | 9 | 2026-07-28+ | 64/100 | C |
| 16 | sub-agents-mcp shinpr/sub-agents-mcp run_agent | 1 | 2025-06-18+ | 64/100 | C |
| 17 | mcp-code-review-server crazyrabbitLTC/mcp-code-review-server analyze_repocode_review | 2 | 2026-07-28+ | 63/100 | C |
| 18 | agy-bridge sshahzaiib/agy-bridge adversarial_reviewanalyze_filesdeep_search+3 | 6 | 2026-07-28+ | 62/100 | C |
| 19 | argus Meru143/argus analyze_diffget_historyget_hotspots+2 | 5 | 2026-07-28+ | 62/100 | C |
| 20 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 21 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 22 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 23 | 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 |
| 24 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 25 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 26 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 27 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 28 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 29 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 30 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 31 | 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 |
| 32 | 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 |
| 33 | GeminiMcpServer kousen/GeminiMcpServer gemini_analyzeCodebasegemini_scanAndPlan | 2 | <=2025-11-25 | 43/100 | F |
| 34 | 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 |
| 35 | claude-team-mcp guru111244/claude-team-mcp analyze_project_structureask_expertcode_review+14 | 17 | 2026-07-28+ | 43/100 | F |
| 36 | gemini-bridge eLyiN/gemini-bridge execute_gemini_simpleexecute_gemini_with_at_commandexecute_gemini_with_attachments+1 | 4 | <=2025-11-25 | 43/100 | F |
| 37 | mcp-servers DaleLJefferson/mcp-servers addadd_allcheckout_branch+8 | 11 | 2026-07-28+ | 43/100 | F |
| 38 | nano-banana-mcp seungmanchoi/nano-banana-mcp configure_api_keyconfigure_google_loginconfigure_model+7 | 10 | 2026-07-28+ | 43/100 | F |
| 39 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 40 | element-plus-mcp dweb-channel/element-plus-mcp generate-component | 1 | 2026-07-28+ | 42/100 | F |
| 41 | pal-mcp-server BeehiveInnovations/pal-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 42/100 | F |
| 42 | repo-graphrag-mcp yumeiriowl/repo-graphrag-mcp graph_creategraph_plangraph_query | 3 | <=2025-11-25 | 42/100 | F |
| 43 | blueprint-mcp Kasun2006/blueprint-mcp check_job_statusdownload_diagramstart_diagram_job | 3 | <=2025-11-25 | 41/100 | F |
| 44 | zen-mcp-server jray2123/zen-mcp-server analyzechallengechat+13 | 16 | 2026-07-28+ | 41/100 | F |
| 45 | eyeson grzetich/eyeson ux_analyze_codeux_analyze_resultsux_analyze_screenshots+3 | 6 | 2026-07-28+ | 40/100 | F |
| 46 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 47 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 48 | 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 |
| 49 | phantom-canvas baixianger/phantom-canvas GET /healthGET /task/:idGET /task/:id/image/:index+5 | 8 | 2026-07-28+ | 37/100 | F |
| 50 | mcp-perplexity-server albers2411/mcp-perplexity-server decide_action | 1 | 2026-07-28+ | 36/100 | F |