Loading ToolBench
247 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | a11y-test-mcp noriyuki-shimizu/a11y-test-mcp exec-a11y-testexec-a11y-test-scenario | 2 | 2026-07-28+ | 49/100 | F |
| 2 | ai-docs-vector-db-hybrid-scraper |
| 18 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | chat.md rusiaaman/chat.md system.fetch_mcp_resource | 1 | 2025-06-18+ | 49/100 | F |
| 4 | codechecker-mcp jacklandis29/codechecker-mcp review_code | 1 | <=2025-11-25 | 49/100 | F |
| 5 | css-noop-checker purupurupu/css-noop-checker analyze_elementlist_rulesscan_page | 3 | 2026-07-28+ | 49/100 | F |
| 6 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 7 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 8 | icon-mcp-server mimiya525-cloud/icon-mcp-server generate_iconsearch_icons | 2 | 2026-07-28+ | 49/100 | F |
| 9 | mcp hanzoai/mcp agentbrowsercode+1 | 4 | 2026-07-28+ | 49/100 | F |
| 10 | mcp-ux-vision sfearl1/mcp-ux-vision analyze_screenanalyze_url_full_reportgenerate_report+3 | 6 | 2026-07-28+ | 49/100 | F |
| 11 | mcp-validator CyberWalrus/mcp-validator test-promptvalidatevalidate-interactive+1 | 4 | <=2025-11-25 | 49/100 | F |
| 12 | openai-image-mcp NicoDev01/openai-image-mcp edit_imagegenerate_image | 2 | <=2025-11-25 | 49/100 | F |
| 13 | promptenhance dcs-soni/promptenhance enhance_promptget_project_infoindex_project+1 | 4 | 2026-07-28+ | 49/100 | F |
| 14 | reynard-tool-calling entropy-tamer/reynard-tool-calling export_metricsget_secretget_service_logs+12 | 15 | 2026-07-28+ | 49/100 | F |
| 15 | rrweb-stack Cubenest/rrweb-stack audit_logdelete_sessionexport_session+6 | 9 | 2026-07-28+ | 49/100 | F |
| 16 | vibe-testing AishwaryShrivastav/vibe-testing execute_scenarioexplore_pagegenerate_report+4 | 7 | 2026-07-28+ | 49/100 | F |
| 17 | AI-Infra-Guard Tencent/AI-Infra-Guard RoleplayAttack | 1 | 2026-07-28+ | 48/100 | F |
| 18 | BootstrapBlazor.MCPServer BootstrapBlazor/BootstrapBlazor.MCPServer AskComponentExpertGetComponentDocsGetComponentList+1 | 4 | <=2025-11-25 | 48/100 | F |
| 19 | Gravitas-Core ahmed-coding/Gravitas-Core browser_get_console_errorsbrowser_hoverbrowser_navigate+18 | 21 | 2026-07-28+ | 48/100 | F |
| 20 | mcp-pymilvus-code-generate-helper brcarry/mcp-pymilvus-code-generate-helper milvus-code-translate-helpermilvus-orm-client-code-convert-helpermilvus-pypmilvus-code-generate-helper | 3 | <=2025-11-25 | 48/100 | F |
| 21 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 22 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 23 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 24 | playwright-mcp damijanc/playwright-mcp browser_actioncompare_screenshots | 2 | 2026-07-28+ | 48/100 | F |
| 25 | playwright-mcp qabyai/playwright-mcp execute-codeget-contextget-full-dom+2 | 5 | 2026-07-28+ | 48/100 | F |
| 26 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 27 | tactual tactual-dev/tactual analyze-pagesanalyze-urlcalibration-report+6 | 9 | 2026-07-28+ | 48/100 | F |
| 28 | visual-ui-mcp-server cryptokishan/visual-ui-mcp-server accessibility_testerbrowser_monitorform_handler+2 | 5 | <=2025-11-25 | 48/100 | F |
| 29 | WebAuditMCP iberi22/WebAuditMCP audit_lighthouseauto_logincdp_emulate+16 | 19 | <=2025-11-25 | 47/100 | F |
| 30 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 31 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 32 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 33 | guardian-agent Threat-Vector-Security/guardian-agent automation_deleteautomation_runautomation_save+33 | 36 | <=2025-11-25 | 47/100 | F |
| 34 | mcp-commit-story wiggitywhitney/mcp-commit-story journal_add_reflectionjournal_capture_context | 2 | <=2025-11-25 | 47/100 | F |
| 35 | mcp-server-collector chatmcp/mcp-server-collector extract-mcp-servers-from-contentextract-mcp-servers-from-urlsubmit-mcp-server | 3 | <=2025-11-25 | 47/100 | F |
| 36 | playwright-mcp microsoft/playwright-mcp | 0 | <=2025-11-25 | 47/100 | F |
| 37 | vibetest-use browser-use/vibetest-use resultsstart | 2 | 2026-07-28+ | 47/100 | F |
| 38 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 39 | Optivise biswajitpanday/Optivise optidev_code_analyzeroptidev_context_analyzeroptidev_debug_helper+2 | 5 | <=2025-11-25 | 46/100 | F |
| 40 | ai-repo-adventures DanWahlin/ai-repo-adventures choose_themeexplore_queststart_adventure+1 | 4 | 2026-07-28+ | 46/100 | F |
| 41 | airgen-mcp ricardolx/airgen-mcp convert_to_vectorgenerate_assetgenerate_image+2 | 5 | 2026-07-28+ | 46/100 | F |
| 42 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 43 | mcp-axe manoj9788/mcp-axe scan-batchscan-htmlscan-url+1 | 4 | 2026-07-28+ | 46/100 | F |
| 44 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 45 | need tuckerschreiber/need install_toolreport_tool_usagesearch_tools | 3 | 2026-07-28+ | 46/100 | F |
| 46 | openai-mcp arthurcolle/openai-mcp CodeAnalyzeEditGenerateImage+7 | 10 | <=2025-11-25 | 46/100 | F |
| 47 | Codex7 Shawnzheng011019/Codex7 analyze_code_qualityget_function_dependenciesget_graph_context+4 | 7 | <=2025-11-25 | 45/100 | F |
| 48 | Playwright_MCP_Explorer geoffmc95/Playwright_MCP_Explorer generate_playwright_testgenerate_testplaywright+1 | 4 | 2026-07-28+ | 45/100 | F |
| 49 | ai-engineering-hub patchy631/ai-engineering-hub analyze_documentassemblyai_transcriptionbrightdata_analysis+17 | 20 | 2026-07-28+ | 45/100 | F |
| 50 | aider-mcp-server danielscholl/aider-mcp-server ai_codeask_questionget_models | 3 | 2026-07-28+ | 45/100 | F |