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80 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 2 |
| mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities |
| 2 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 4 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 5 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 6 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 7 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 8 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 9 | mcp-devtools-browser 4bd4ll4h/mcp-devtools-browser clickclose_pageexecute_js+18 | 21 | 2025-06-18+ | 58/100 | D |
| 10 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 11 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 12 | design-system-mcp dobryakov/design-system-mcp get_componentget_design_systemget_patterns+2 | 5 | <=2025-11-25 | 57/100 | D |
| 13 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 14 | inalign Intellirim/inalign analyze_projectestimate_costgenerate_system_prompt+4 | 7 | 2026-07-28+ | 57/100 | D |
| 15 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 16 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 17 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 18 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 19 | Overleaf-mcp GhoshSrinjoy/Overleaf-mcp commit_changescreate_filedelete_file+9 | 12 | 2026-07-28+ | 56/100 | D |
| 20 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 21 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 22 | i18n-magic BjoernRave/i18n-magic add_translation_keyadd_translation_keysget_translation_key+3 | 6 | 2026-07-28+ | 56/100 | D |
| 23 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 24 | kb-mcp moikas-code/kb-mcp analyze_codebasefind_function_callsfind_similar_code+25 | 28 | <=2025-11-25 | 56/100 | D |
| 25 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 26 | Image-This-MCP GalaxyXieyu/Image-This-MCP generate_imageget_image_jobimg_generate+5 | 8 | 2025-06-18+ | 55/100 | D |
| 27 | VibeGraphics automateyournetwork/VibeGraphics banana_generateveo_generate_videovibe_animate_from_spec+3 | 6 | <=2025-11-25 | 55/100 | D |
| 28 | ai-vision-mcp tan-yong-sheng/ai-vision-mcp analyze_imageanalyze_videoaudit_design+2 | 5 | <=2025-11-25 | 55/100 | D |
| 29 | animawatch rishitank/animawatch analyze_fpsanalyze_with_consensus_toolcheck_accessibility+6 | 9 | <=2025-11-25 | 55/100 | D |
| 30 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 31 | claudevn trueorc/claudevn claudevn_add_issuesclaudevn_add_requirementclaudevn_complete_task+11 | 14 | 2026-07-28+ | 55/100 | D |
| 32 | code-lens j0hanz/code-lens analyze_pr_impactanalyze_time_space_complexityask_about_code+10 | 13 | 2025-06-18+ | 55/100 | D |
| 33 | codenav ajacobm/codenav analyze_codebasecomplexity_analysisdependency_analysis+6 | 9 | 2026-07-28+ | 55/100 | D |
| 34 | mcp-screenshot grahama1970/mcp-screenshot annotate_screenshotbatch_capturebatch_describe+7 | 10 | <=2025-11-25 | 55/100 | D |
| 35 | mk-qa-master kao273183/mk-qa-master get_failure_detailsget_runner_infoget_test_report+3 | 6 | 2026-07-28+ | 55/100 | D |
| 36 | rosetta griddynamics/rosetta get_context_instructionslist_instructionsquery_instructions | 3 | <=2025-11-25 | 55/100 | D |
| 37 | arcagent araujota/arcagent cancel_bountycheck_notificationscheck_worker_status+46 | 49 | 2026-07-28+ | 54/100 | D |
| 38 | claude_code-gemini-mcp RaiAnsar/claude_code-gemini-mcp ask_geminigemini_brainstormgemini_code_review+1 | 4 | 2026-07-28+ | 54/100 | D |
| 39 | llamator-mcp-server kyle122497/llamator-mcp-server create_llamator_runget_llamator_run | 2 | 2026-07-28+ | 54/100 | D |
| 40 | lore-mcp manorit2001/lore-mcp get_message_rawget_patchsetget_thread_mbox+5 | 8 | 2025-06-18+ | 54/100 | D |
| 41 | mcp-chat-studio JoeCastrom/mcp-chat-studio call_mock_toolcreate_mock_from_collectioncreate_mock_server+21 | 24 | 2026-07-28+ | 54/100 | D |
| 42 | mcp-visgen reymondzzzz/mcp-visgen generate_imagelist_generated_imagesrefine_image_prompt | 3 | 2026-07-28+ | 54/100 | D |
| 43 | selenium-mcp rookieInTraining/selenium-mcp addCookiecaptureScreenshotclear+39 | 42 | 2026-07-28+ | 54/100 | D |
| 44 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 45 | yuque-mcp-server suonian/yuque-mcp-server create_repodelete_repoget_doc+11 | 14 | 2026-07-28+ | 54/100 | D |
| 46 | IM navskh/IM export-to-timoget-next-taskget-project-context+4 | 7 | 2026-07-28+ | 53/100 | D |
| 47 | Narad-GitHub-Agent Edge-Explorer/Narad-GitHub-Agent analyze_repositoryanalyze_user_profileask_gemini_github+6 | 9 | <=2025-11-25 | 53/100 | D |
| 48 | RLM-Memory-MCP-Server jumpino27/RLM-Memory-MCP-Server rlm_create_memoryrlm_find_files_by_intentrlm_index_codebase+8 | 11 | 2026-07-28+ | 53/100 | D |
| 49 | attune-ai Smart-AI-Memory/attune-ai analyze_batchbug_predictcode_review+28 | 31 | <=2025-11-25 | 53/100 | D |
| 50 | codebase-analyzer-mcp jaykaycodes/codebase-analyzer-mcp analyze_repoexpand_sectionfind_patterns+4 | 7 | 2026-07-28+ | 53/100 | D |