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157 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 askbackup_restorereview |
| 4 |
| <=2025-11-25 |
| 69/100 |
| C |
| 3 | vision-tool farhanic017/vision-tool analyze_imageanalyze_video | 2 | 2026-07-28+ | 69/100 | C |
| 4 | Gemini-MCP-Server georgejeffers/Gemini-MCP-Server chatcode_executionedit_image+4 | 7 | 2025-06-18+ | 68/100 | C |
| 5 | agent-commerce-core SakuttoWorks/agent-commerce-core calculate_hybrid_trust_scoreenforce_complianceextract_via_firecrawl+6 | 9 | 2026-07-28+ | 68/100 | C |
| 6 | mcp-geo AKzar1el/mcp-geo check_visibilitycompare_competitorsgenerate_prompts+9 | 12 | 2026-07-28+ | 68/100 | C |
| 7 | mcp-swissknife atman-33/mcp-swissknife gemini_web_searchget_current_datetimeget_markdown+7 | 10 | 2026-07-28+ | 68/100 | C |
| 8 | pixelforge-mcp Tehnolabs/pixelforge-mcp advanced_edit_imageanalyze_imageapply_template+11 | 14 | <=2025-11-25 | 68/100 | C |
| 9 | YuMem qingant/YuMem add_l2_fileconsolidate_l0create_l1_node+11 | 14 | <=2025-11-25 | 67/100 | C |
| 10 | brainstorm-mcp spranab/brainstorm-mcp add_providerbrainstormbrainstorm_collect+4 | 7 | 2026-07-28+ | 67/100 | C |
| 11 | mem0-mcp-selfhosted elvismdev/mem0-mcp-selfhosted add_memorybulk_delete_memoriesdelete_memory+8 | 11 | <=2025-11-25 | 67/100 | C |
| 12 | vllora vllora/vllora list_tracessearch_traces | 2 | 2026-07-28+ | 67/100 | C |
| 13 | flowllm FlowLLM-AI/flowllm exec_commandkill_all_taskskill_task+2 | 5 | <=2025-11-25 | 66/100 | C |
| 14 | gemini-mcp PavelGuzenfeld/gemini-mcp gemini_analyzegemini_askgemini_chat+1 | 4 | 2026-07-28+ | 66/100 | C |
| 15 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 16 | mcp MariaDB/mcp create_vector_store | 1 | <=2025-11-25 | 66/100 | C |
| 17 | mcp-memory-server QianJue-CN/mcp-memory-server cleanup_old_conversationsconfigure_embeddingcreate_memory+8 | 11 | <=2025-11-25 | 66/100 | C |
| 18 | MCP-Sri-Lanka-Geo kusalkrp/MCP-Sri-Lanka-Geo find_agricultural_zonesfind_businesses_nearfind_nearby+9 | 12 | <=2025-11-25 | 65/100 | C |
| 19 | afair afairai/afair observerecallremember | 3 | 2025-06-18+ | 65/100 | C |
| 20 | agent-intern SinanTufekci/agent-intern antigravity_askantigravity_continuecodex_ask+7 | 10 | 2026-07-28+ | 65/100 | C |
| 21 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 22 | mcp-vision-bridge KuaaMU/mcp-vision-bridge analyze_image | 1 | 2026-07-28+ | 65/100 | C |
| 23 | primr blisspixel/primr cancel_jobestimate_runestimate_skill_pack+7 | 10 | <=2025-11-25 | 65/100 | C |
| 24 | zotero-chunk-mcp ccam80/zotero-chunk-mcp get_documentget_index_statssearch+1 | 4 | <=2025-11-25 | 65/100 | C |
| 25 | SpriteGameGen Nether403/SpriteGameGen animate_spriteenhance_promptexport_character_bundle+7 | 10 | 2026-07-28+ | 64/100 | C |
| 26 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 27 | claude-image-gen guinacio/claude-image-gen create_asset | 1 | 2025-06-18+ | 64/100 | C |
| 28 | mcp-game-asset-gen Flux159/mcp-game-asset-gen falai_edit_imagefalai_generate_imagegemini_generate_image+8 | 11 | 2026-07-28+ | 64/100 | C |
| 29 | mcp-server-gemini-pro gurveeer/mcp-server-gemini-pro analyze_imagecount_tokensembed_text+3 | 6 | <=2025-11-25 | 64/100 | C |
| 30 | memex STiFLeR7/memex explain_changeget_engineering_contextget_open_problems+8 | 11 | 2026-07-28+ | 64/100 | C |
| 31 | mnemostack udjin-labs/mnemostack mnemostack_answermnemostack_feedbackmnemostack_graph_query+5 | 8 | 2026-07-28+ | 64/100 | C |
| 32 | nlp2sql luiscarbonel1991/nlp2sql ask_databaseexplain_sqlexplore_schema+2 | 5 | <=2025-11-25 | 64/100 | C |
| 33 | sensegrep Stahldavid/sensegrep sensegrep_clustersensegrep_contextsensegrep_detect_duplicates+6 | 9 | 2026-07-28+ | 64/100 | C |
| 34 | sub-agents-mcp shinpr/sub-agents-mcp run_agent | 1 | 2025-06-18+ | 64/100 | C |
| 35 | grob azerozero/grob grob_autotunegrob_configuregrob_hint+7 | 10 | 2026-07-28+ | 63/100 | C |
| 36 | mcp-code-review-server crazyrabbitLTC/mcp-code-review-server analyze_repocode_review | 2 | 2026-07-28+ | 63/100 | C |
| 37 | agy-bridge sshahzaiib/agy-bridge adversarial_reviewanalyze_filesdeep_search+3 | 6 | 2026-07-28+ | 62/100 | C |
| 38 | argus Meru143/argus analyze_diffget_historyget_hotspots+2 | 5 | 2026-07-28+ | 62/100 | C |
| 39 | mcp-documentation-server andrea9293/mcp-documentation-server add_documentdelete_documentget_context_window+5 | 8 | 2026-07-28+ | 62/100 | C |
| 40 | organon-create-image aurynsinclair/organon-create-image generate_image | 1 | 2026-07-28+ | 62/100 | C |
| 41 | OnionClaw christinminor459/OnionClaw analyze_nollmaskcheck_search_engines+14 | 17 | <=2025-11-25 | 61/100 | C |
| 42 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 43 | mcp-server-hybrid-search wonder-soft/mcp-server-hybrid-search getget_project_infosearch | 3 | <=2025-11-25 | 61/100 | C |
| 44 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 45 | Horizon Thysrael/Horizon hz_enrich_itemshz_fetch_itemshz_filter_items+8 | 11 | 2026-07-28+ | 60/100 | C |
| 46 | PDFMathTranslate PDFMathTranslate/PDFMathTranslate translate_pdf | 1 | <=2025-11-25 | 60/100 | C |
| 47 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 48 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 49 | mindbridge-mcp pinkpixel-dev/mindbridge-mcp getSecondOpinionlistProviderslistReasoningModels | 3 | 2026-07-28+ | 60/100 | C |
| 50 | sample-fast-mcp dynstat/sample-fast-mcp addgenerate_with_geminigenerate_with_openai+3 | 6 | 2026-07-28+ | 60/100 | C |