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48 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 2 |
| xrpl-referee eamwhite1/xrpl-referee assess_counterparty_and_jobaudit_taskaward_job+22 |
| 25 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 4 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 5 | mcp-devtools-browser 4bd4ll4h/mcp-devtools-browser clickclose_pageexecute_js+18 | 21 | 2025-06-18+ | 58/100 | D |
| 6 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 7 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 8 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 9 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 10 | i18n-magic BjoernRave/i18n-magic add_translation_keyadd_translation_keysget_translation_key+3 | 6 | 2026-07-28+ | 56/100 | D |
| 11 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 12 | Image-This-MCP GalaxyXieyu/Image-This-MCP generate_imageget_image_jobimg_generate+5 | 8 | 2025-06-18+ | 55/100 | D |
| 13 | VibeGraphics automateyournetwork/VibeGraphics banana_generateveo_generate_videovibe_animate_from_spec+3 | 6 | <=2025-11-25 | 55/100 | D |
| 14 | ai-vision-mcp tan-yong-sheng/ai-vision-mcp analyze_imageanalyze_videoaudit_design+2 | 5 | <=2025-11-25 | 55/100 | D |
| 15 | animawatch rishitank/animawatch analyze_fpsanalyze_with_consensus_toolcheck_accessibility+6 | 9 | <=2025-11-25 | 55/100 | D |
| 16 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 17 | code-lens j0hanz/code-lens analyze_pr_impactanalyze_time_space_complexityask_about_code+10 | 13 | 2025-06-18+ | 55/100 | D |
| 18 | mk-qa-master kao273183/mk-qa-master get_failure_detailsget_runner_infoget_test_report+3 | 6 | 2026-07-28+ | 55/100 | D |
| 19 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 20 | claude_code-gemini-mcp RaiAnsar/claude_code-gemini-mcp ask_geminigemini_brainstormgemini_code_review+1 | 4 | 2026-07-28+ | 54/100 | D |
| 21 | lore-mcp manorit2001/lore-mcp get_message_rawget_patchsetget_thread_mbox+5 | 8 | 2025-06-18+ | 54/100 | D |
| 22 | mcp-chat-studio JoeCastrom/mcp-chat-studio call_mock_toolcreate_mock_from_collectioncreate_mock_server+21 | 24 | 2026-07-28+ | 54/100 | D |
| 23 | mcp-visgen reymondzzzz/mcp-visgen generate_imagelist_generated_imagesrefine_image_prompt | 3 | 2026-07-28+ | 54/100 | D |
| 24 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 25 | IM navskh/IM export-to-timoget-next-taskget-project-context+4 | 7 | 2026-07-28+ | 53/100 | D |
| 26 | Narad-GitHub-Agent Edge-Explorer/Narad-GitHub-Agent analyze_repositoryanalyze_user_profileask_gemini_github+6 | 9 | <=2025-11-25 | 53/100 | D |
| 27 | 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 |
| 28 | codebase-analyzer-mcp jaykaycodes/codebase-analyzer-mcp analyze_repoexpand_sectionfind_patterns+4 | 7 | 2026-07-28+ | 53/100 | D |
| 29 | penquify MAXMARDONES/penquify penquify_generate_datasetpenquify_generate_documentpenquify_generate_photos+2 | 5 | 2026-07-28+ | 53/100 | D |
| 30 | speak2me-mcp CodingButter/speak2me-mcp claude_chatlistenprocess_output+12 | 15 | 2026-07-28+ | 53/100 | D |
| 31 | claude-concilium spyrae/claude-concilium gemini_analyzegemini_chatopenai_chat+2 | 5 | 2026-07-28+ | 52/100 | D |
| 32 | codex-claude-bridge AmirShayegh/codex-claude-bridge review_codereview_historyreview_plan+2 | 5 | 2026-07-28+ | 52/100 | D |
| 33 | cortex As-The-Geek-Learns/cortex cortex_get_plancortex_get_recentcortex_get_status+2 | 5 | 2026-07-28+ | 52/100 | D |
| 34 | image-gen ebeloded/image-gen generateGeminiImagegenerateGrokImagegenerateOpenAIImage | 3 | 2026-07-28+ | 52/100 | D |
| 35 | UIWeaver-MCP arindhimar/UIWeaver-MCP analyze_ui_toolapply_changesgenerate_3d_tool+6 | 9 | 2026-07-28+ | 51/100 | D |
| 36 | deep-code-reasoning-mcp dx-corp/deep-code-reasoning-mcp continue_conversationcross_system_impactescalate_analysis+7 | 10 | <=2025-11-25 | 51/100 | D |
| 37 | gemini-image-mcp trevoruptain/gemini-image-mcp edit_imagegenerate_image | 2 | 2026-07-28+ | 51/100 | D |
| 38 | google-genmedia-mcp shiiman/google-genmedia-mcp combine_audio_videogenerate_imagegenerate_music+4 | 7 | <=2025-11-25 | 51/100 | D |
| 39 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 40 | pixelforge-mcp freema/pixelforge-mcp forge_animationforge_backgroundforge_item_kit+5 | 8 | <=2025-11-25 | 51/100 | D |
| 41 | Agentic-Architecture-EAG-Session6-Assignment sushant097/Agentic-Architecture-EAG-Session6-Assignment news_vs_pricesummarize_newsticker_info | 3 | <=2025-11-25 | 50/100 | D |
| 42 | BigBrain Leonard013/BigBrain ask_both_modelsask_codexask_gemini+3 | 6 | 2026-07-28+ | 50/100 | D |
| 43 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 44 | MCP-Ghidra5 TheStingR/MCP-Ghidra5 ai_model_statusbinary_difffile+10 | 13 | <=2025-11-25 | 50/100 | D |
| 45 | Proxima Zen4-bit/Proxima ask_all_aisask_chatgptask_claude+16 | 19 | 2026-07-28+ | 50/100 | D |
| 46 | 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 |
| 47 | deep-code-reasoning-mcp haasonsaas/deep-code-reasoning-mcp continue_conversationcross_system_impactescalate_analysis+7 | 10 | 2026-07-28+ | 50/100 | D |
| 48 | vecgrep VecGrep/vecgrep clear_indexgraph_queryindex+4 | 7 | <=2025-11-25 | 50/100 | D |