Loading ToolBench
3,308 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2001 | modelcontextprotocol-servers 71126225/modelcontextprotocol-servers append-insightcreate-tabledescribe-table+12 | 15 | <=2025-11-25 | 45/100 | F |
| 2002 | multi-llm-cross-check-mcp-server lior-ps/multi-llm-cross-check-mcp-server |
| 1 |
| 2026-07-28+ |
| 45/100 |
| F |
| 2003 | muster giantswarm/muster auth_loginauth_logout | 2 | 2025-06-18+ | 45/100 | F |
| 2004 | nanocontext demirmusa/nanocontext calleescallerscode+16 | 19 | 2026-07-28+ | 45/100 | F |
| 2005 | programmable-email juecd/programmable-email get-email-with-message-idget-emails-with-limit | 2 | 2026-07-28+ | 45/100 | F |
| 2006 | prompthub-mcp smoothJaden/prompthub-mcp compose_prompt_dagexecute_promptget_prompt_info+2 | 5 | 2025-06-18+ | 45/100 | F |
| 2007 | quick-mcp-example ALucek/quick-mcp-example get_collection_infoquery_document | 2 | <=2025-11-25 | 45/100 | F |
| 2008 | repocode nextbridgehq/repocode explainSelectiongetArchitecturegetContext+6 | 9 | 2026-07-28+ | 45/100 | F |
| 2009 | reposense-mcp-edge vityk-dev/reposense-mcp-edge github_auth_pollgithub_auth_startgithub_auth_status+3 | 6 | <=2025-11-25 | 45/100 | F |
| 2010 | risky-business-mcp khizar-anjum/risky-business-mcp check_cisa_kevget_cve_from_nistsearch_github_repositories | 3 | <=2025-11-25 | 45/100 | F |
| 2011 | rust-mcp gausk/rust-mcp addsubtract | 2 | <=2025-11-25 | 45/100 | F |
| 2012 | self-improving-agent xmaks82/self-improving-agent edit_filefetch_urlget_conversation+13 | 16 | <=2025-11-25 | 45/100 | F |
| 2013 | semantic-context-mcp zishengwu/semantic-context-mcp full_indexquerystatus | 3 | <=2025-11-25 | 45/100 | F |
| 2014 | server mcpambassador/server createToolProfiledeleteToolProfilediscoverTools+12 | 15 | <=2025-11-25 | 45/100 | F |
| 2015 | shadcn-vue-mcp HelloGGX/shadcn-vue-mcp component-buildercomponent-quality-checkcomponent-usage-doc+2 | 5 | 2026-07-28+ | 45/100 | F |
| 2016 | video-research-mcp Galbaz1/video-research-mcp audio_generatecontent_analyzecontent_batch_analyze+13 | 16 | 2026-07-28+ | 45/100 | F |
| 2017 | vision-mcp Skirja/vision-mcp vision | 1 | 2026-07-28+ | 45/100 | F |
| 2018 | whatsapp-chatgpt-bot-csharp wassengerhq/whatsapp-chatgpt-bot-csharp bookSalesMeetingcurrentDateAndTimegetPlanPrices+2 | 5 | <=2025-11-25 | 45/100 | F |
| 2019 | winx-code-agent gabrielmaialva33/winx-code-agent ApplyPatchBashCommandCodeMap+9 | 12 | 2025-06-18+ | 45/100 | F |
| 2020 | 1C-ai-mcp novoros-id/1C-ai-mcp analyze_projectask_1C_expertaudit_code_expert+12 | 15 | <=2025-11-25 | 44/100 | F |
| 2021 | Agentic-RAG-Knowledge-Base wdf-wyh/Agentic-RAG-Knowledge-Base analyze_documentsbase_convertercalculator+10 | 13 | 2026-07-28+ | 44/100 | F |
| 2022 | Automated_Agentic_Software_Testing SanamChoudhary/Automated_Agentic_Software_Testing addanalyze_and_generate_testsanalyze_java_source+5 | 8 | 2026-07-28+ | 44/100 | F |
| 2023 | Autonomous-FTE-System Mueza-Ejaz/Autonomous-FTE-System analyze_performanceapprove_pending_tasksattempt_recovery+14 | 17 | <=2025-11-25 | 44/100 | F |
| 2024 | Context-Engineering-for-Multi-Agent-Systems Denis2054/Context-Engineering-for-Multi-Agent-Systems agent_context_librarianagent_researcheragent_summarizer+1 | 4 | <=2025-11-25 | 44/100 | F |
| 2025 | DocsMCP Corzed/DocsMCP get_docslist_directory | 2 | 2026-07-28+ | 44/100 | F |
| 2026 | Email_MCP shashwat051102/Email_MCP list_recent_emailssend_email | 2 | 2026-07-28+ | 44/100 | F |
| 2027 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 2028 | HRApp Ferasman979/HRApp get_candidate_resumeperform_researchprocess_application+1 | 4 | 2026-07-28+ | 44/100 | F |
| 2029 | Kryfto ExceptionRegret/Kryfto add_monitoranswer_with_evidencecheck_watch+35 | 38 | 2026-07-28+ | 44/100 | F |
| 2030 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 2031 | MCP-rag-with-Chromadb CyprianFusi/MCP-rag-with-Chromadb add_documentclear_databaseget_database_stats+1 | 4 | <=2025-11-25 | 44/100 | F |
| 2032 | MCP-server imshubhamgiri/MCP-server add_two_numberscreate_postenrich-resume-with-ai+13 | 16 | 2026-07-28+ | 44/100 | F |
| 2033 | MCP_Adapter exploring-curiosity/MCP_Adapter addnumbersaddpetcreateuser+18 | 21 | 2026-07-28+ | 44/100 | F |
| 2034 | Personal-AI-Employee-FTE- CodeWithSuleman/Personal-AI-Employee-FTE- create_linkedin_postdraft_emailmark_as_read+2 | 5 | <=2025-11-25 | 44/100 | F |
| 2035 | PodcastAI mittapallynitin/PodcastAI get_taskloginrequest_paper_generation+1 | 4 | <=2025-11-25 | 44/100 | F |
| 2036 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 2037 | ToolCatalog TeamSparkAI/ToolCatalog lintServerDatasubstituteTransportUrlvalidateServerJson | 3 | 2026-07-28+ | 44/100 | F |
| 2038 | UltraRAG OpenBMB/UltraRAG buildcheck_model_stateget_data+8 | 11 | 2026-07-28+ | 44/100 | F |
| 2039 | agent-memory xChuCx/agent-memory memory.fetch_contextmemory.propose_updatememory.status | 3 | <=2025-11-25 | 44/100 | F |
| 2040 | ai-api-mcp physics91/ai-api-mcp analyzechatcompare+2 | 5 | 2026-07-28+ | 44/100 | F |
| 2041 | ai-driven-multimodal-analytics serhatsoysal/ai-driven-multimodal-analytics analyze_imageanalyze_textsynthesize_speech+1 | 4 | 2026-07-28+ | 44/100 | F |
| 2042 | astro-mcp khromov/astro-mcp get_content_statusget_distilled_versionsget_documentation+9 | 12 | <=2025-11-25 | 44/100 | F |
| 2043 | c4-genai-suite codecentric/c4-genai-suite | 0 | 2026-07-28+ | 44/100 | F |
| 2044 | churnflow-mcp jgsteeler/churnflow-mcp capturelist_trackersstatus | 3 | 2026-07-28+ | 44/100 | F |
| 2045 | claude-self-reflect ramakay/claude-self-reflect reflect_on_past | 1 | <=2025-11-25 | 44/100 | F |
| 2046 | clinical-diagnosis CyprianFusi/clinical-diagnosis clinical_diagnosis | 1 | 2026-07-28+ | 44/100 | F |
| 2047 | code-mcp 54yyyu/code-mcp get_project_structurelist_directoryread_file | 3 | <=2025-11-25 | 44/100 | F |
| 2048 | code-walkthrough-mcp tomatitito/code-walkthrough-mcp generate_scriptgenerate_video_from_scriptgenerate_walkthrough+2 | 5 | <=2025-11-25 | 44/100 | F |
| 2049 | codevideo-mcp codevideo/codevideo-mcp codevideo_add_actions_to_lessoncodevideo_add_lesson_to_coursecodevideo_create_course_with_initial_metadata+23 | 26 | 2026-07-28+ | 44/100 | F |
| 2050 | crawl4ai-mcp-server fwegener83/crawl4ai-mcp-server create_collectiondelete_file_collectiondomain_deep_crawl+6 | 9 | <=2025-11-25 | 44/100 | F |