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342 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 52 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 |
| 60/100 |
| C |
| 53 | mindbridge-mcp pinkpixel-dev/mindbridge-mcp getSecondOpinionlistProviderslistReasoningModels | 3 | 2026-07-28+ | 60/100 | C |
| 54 | sample-fast-mcp dynstat/sample-fast-mcp addgenerate_with_geminigenerate_with_openai+3 | 6 | 2026-07-28+ | 60/100 | C |
| 55 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 56 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 57 | langextract-mcp larsenweigle/langextract-mcp extract_from_textextract_from_url | 2 | 2026-07-28+ | 59/100 | D |
| 58 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 59 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 60 | xrpl-referee eamwhite1/xrpl-referee assess_counterparty_and_jobaudit_taskaward_job+22 | 25 | 2026-07-28+ | 59/100 | D |
| 61 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 62 | freellmpool 0xzr/freellmpool free_llm_askfree_llm_battlefree_llm_models+10 | 13 | <=2025-11-25 | 58/100 | D |
| 63 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 64 | mcp-devtools-browser 4bd4ll4h/mcp-devtools-browser clickclose_pageexecute_js+18 | 21 | 2025-06-18+ | 58/100 | D |
| 65 | mcp-gemini danjam/mcp-gemini analyze_imagecode_reviewgenerate_text+1 | 4 | 2026-07-28+ | 58/100 | D |
| 66 | mcp-gemini-grounded-search cnosuke/mcp-gemini-grounded-search search | 1 | <=2025-11-25 | 58/100 | D |
| 67 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 68 | AI-Powered-PDF-Accessibility AIScientists-Dev/AI-Powered-PDF-Accessibility add_alt_textadd_latex_alt_textadd_latex_preamble+7 | 10 | <=2025-11-25 | 57/100 | D |
| 69 | MCP-Server KalyankumarKonduru/MCP-Server analyzePatientHistorychunkAndEmbedDocumentchunkAndEmbedDocument+16 | 19 | 2026-07-28+ | 57/100 | D |
| 70 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 71 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 72 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |
| 73 | video-editing-mcp-server IbrarArif/video-editing-mcp-server add_audio_to_videoadd_simple_subtitles_to_videoadd_text_overlay+17 | 20 | 2026-07-28+ | 57/100 | D |
| 74 | DeepRetrieve Hariprasaadh/DeepRetrieve fallback_web_searchgenerate_answerget_knowledge_base_info+2 | 5 | 2026-07-28+ | 56/100 | D |
| 75 | Rini-API-server mori-mmmm/Rini-API-server create_new_sessioncreate_new_simple_user_and_get_tokencreate_user_api_key+6 | 9 | <=2025-11-25 | 56/100 | D |
| 76 | cui wbopan/cui BashEditExitPlanMode+12 | 15 | <=2025-11-25 | 56/100 | D |
| 77 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 78 | i18n-magic BjoernRave/i18n-magic add_translation_keyadd_translation_keysget_translation_key+3 | 6 | 2026-07-28+ | 56/100 | D |
| 79 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 80 | markdown-fastrag-mcp lidge-jun/markdown-fastrag-mcp clear_indexget_background_jobsget_index_status+3 | 6 | 2026-07-28+ | 56/100 | D |
| 81 | mnemo Logos-Flux/mnemo context_evictcontext_listcontext_load+3 | 6 | 2026-07-28+ | 56/100 | D |
| 82 | personal-brain-mcp anudeepadi/personal-brain-mcp ask_with_citationsget_document_detailslist_all_documents+6 | 9 | <=2025-11-25 | 56/100 | D |
| 83 | Image-This-MCP GalaxyXieyu/Image-This-MCP generate_imageget_image_jobimg_generate+5 | 8 | 2025-06-18+ | 55/100 | D |
| 84 | VibeGraphics automateyournetwork/VibeGraphics banana_generateveo_generate_videovibe_animate_from_spec+3 | 6 | <=2025-11-25 | 55/100 | D |
| 85 | ai-tutor SDSU-CompE-561-Fall-2025/ai-tutor gdrive_read_filegdrive_search | 2 | 2026-07-28+ | 55/100 | D |
| 86 | ai-vision-mcp tan-yong-sheng/ai-vision-mcp analyze_imageanalyze_videoaudit_design+2 | 5 | <=2025-11-25 | 55/100 | D |
| 87 | animawatch rishitank/animawatch analyze_fpsanalyze_with_consensus_toolcheck_accessibility+6 | 9 | <=2025-11-25 | 55/100 | D |
| 88 | antahkarana maikunari/antahkarana forgetrecallremember | 3 | <=2025-11-25 | 55/100 | D |
| 89 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 90 | claude-video-vision jordanrendric/claude-video-vision video_analyzevideo_configurevideo_detail+3 | 6 | 2026-07-28+ | 55/100 | D |
| 91 | code-lens j0hanz/code-lens analyze_pr_impactanalyze_time_space_complexityask_about_code+10 | 13 | 2025-06-18+ | 55/100 | D |
| 92 | family-guy-imagen-mcp harshdoesdev/family-guy-imagen-mcp convertToFamilyGuyvalidate | 2 | 2026-07-28+ | 55/100 | D |
| 93 | ioBroker.kiwi Holger-Will/ioBroker.kiwi createScenecreateStatedeleteFile+22 | 25 | <=2025-11-25 | 55/100 | D |
| 94 | mcp-examples yu-iskw/mcp-examples adddividefetch+6 | 9 | <=2025-11-25 | 55/100 | D |
| 95 | mcp-summarization-functions Braffolk/mcp-summarization-functions get_full_contentsummarize_commandsummarize_directory+2 | 5 | 2026-07-28+ | 55/100 | D |
| 96 | mcp-workbench scorpionTaj/mcp-workbench chat_completioncreate_chatcreate_message+16 | 19 | <=2025-11-25 | 55/100 | D |
| 97 | mk-qa-master kao273183/mk-qa-master get_failure_detailsget_runner_infoget_test_report+3 | 6 | 2026-07-28+ | 55/100 | D |
| 98 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 99 | Web-knowledge-Crawler Anshumaan031/Web-knowledge-Crawler crawl_single_pagerag_querysmart_crawl_url | 3 | 2026-07-28+ | 54/100 | D |
| 100 | claude_code-gemini-mcp RaiAnsar/claude_code-gemini-mcp ask_geminigemini_brainstormgemini_code_review+1 | 4 | 2026-07-28+ | 54/100 | D |