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4,351 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2951 | zero-cost-ai-scraper Maheidem/zero-cost-ai-scraper firecrawl_crawlfirecrawl_extractfirecrawl_map+3 | 6 | 2026-07-28+ | 42/100 | F |
| 2952 |
| AEnvironment inclusionAI/AEnvironment |
| 0 |
| <=2025-11-25 |
| 41/100 |
| F |
| 2953 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 2954 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 2955 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 2956 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 2957 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 2958 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2959 | Groupem dragonscypher/Groupem auth.enrollTotpauth.loginauth.logout+16 | 19 | 2026-07-28+ | 41/100 | F |
| 2960 | LintGate rohanvinaik/LintGate aggregate_resultsbuild_registrycheck_diff_secrets+27 | 30 | 2026-07-28+ | 41/100 | F |
| 2961 | MCP-HGMF GenTelLab/MCP-HGMF chat_ollamacosine_similarityextract_parameter_type+16 | 19 | 2026-07-28+ | 41/100 | F |
| 2962 | MCP-Server- aaronfuenzalida/MCP-Server- add_employeelist_employees | 2 | 2026-07-28+ | 41/100 | F |
| 2963 | MCP-Server-Project devanshukd04/MCP-Server-Project apply_leaveget_leave_balanceget_leave_history | 3 | 2026-07-28+ | 41/100 | F |
| 2964 | Mastering-Context-Aware-AI-Engineering-with-LangChain-and-MCP ava-orange-education/Mastering-Context-Aware-AI-Engineering-with-LangChain-and-MCP api_calldatabase_searchfile_operations+8 | 11 | 2026-07-28+ | 41/100 | F |
| 2965 | ModelContextProtocol RavishankarDuMCA10/ModelContextProtocol analyze_file_changesget_pr_templatessuggest_template | 3 | 2026-07-28+ | 41/100 | F |
| 2966 | SciAgent-toolkit tony-zhelonkin/SciAgent-toolkit apply_primary_rescue_filtercalculate_adaptive_thresholdscheck_ports+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2967 | SpecLoom kpruntov/SpecLoom loom_approveloom_assignloom_check_gate+16 | 19 | 2026-07-28+ | 41/100 | F |
| 2968 | Warden-AI rynald0cst0ltziam/Warden-AI warden_architecture_overviewwarden_audit_trailwarden_auto_promote_check+26 | 29 | <=2025-11-25 | 41/100 | F |
| 2969 | agent-memory-mcp ipiton/agent-memory-mcp accept_session_changesanalyze_sessionclose_session+47 | 50 | <=2025-11-25 | 41/100 | F |
| 2970 | agentlens calderbuild/agentlens read_filerun_commandsearch+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2971 | aivectormemory Edlineas/aivectormemory add_issueadd_memoryadd_task+13 | 16 | <=2025-11-25 | 41/100 | F |
| 2972 | bansho Microck/bansho delete_customerlist_customers | 2 | 2026-07-28+ | 41/100 | F |
| 2973 | better-chatbot cgoinglove/better-chatbot CreateBarChartCreateLineChartCreatePieChart+6 | 9 | 2025-06-18+ | 41/100 | F |
| 2974 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 2975 | cerebellum jj-valentine/cerebellum capturelist_recentsemantic_search+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2976 | classic-q-interface 13shivam/classic-q-interface check-dockerclose-appcreate-session+12 | 15 | 2026-07-28+ | 41/100 | F |
| 2977 | cmos-mcp kneelinghorse/cmos-mcp cmos_agent_onboardcmos_authcmos_constraints+14 | 17 | 2026-07-28+ | 41/100 | F |
| 2978 | cntx-ui whaleen/cntx-ui agent/discoveragent/investigateagent/query+6 | 9 | 2026-07-28+ | 41/100 | F |
| 2979 | conversational-ai mukeshmk/conversational-ai get_alertsget_forecast | 2 | <=2025-11-25 | 41/100 | F |
| 2980 | crawler-with-api-and-mcp jawa7/crawler-with-api-and-mcp add_webpage_to_databasecheck_webpage_exists_in_databasereturn_full_webpage_html | 3 | 2026-07-28+ | 41/100 | F |
| 2981 | cursor-db-mcp jbdamask/cursor-db-mcp get_chat_dataget_project_dataget_specific_key+2 | 5 | <=2025-11-25 | 41/100 | F |
| 2982 | db-mcp ShootaOT/db-mcp list_adaptersserver_healthserver_info | 3 | <=2025-11-25 | 41/100 | F |
| 2983 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 2984 | enhanced-postgres-mcp-server GarethCott/enhanced-postgres-mcp-server alterTablecreateFunctioncreateIndex+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2985 | enquire-mcp oomkapwn/enquire-mcp obsidian_append_to_noteobsidian_archive_noteobsidian_chat_thread_append+44 | 47 | 2026-07-28+ | 41/100 | F |
| 2986 | eon-mcp-workshop arnonym/eon-mcp-workshop getEmployeesget_database_schemaget_sample_data+1 | 4 | 2025-06-18+ | 41/100 | F |
| 2987 | genai-sql-chatbot yadavlav7978/genai-sql-chatbot execute_sqlget_schema | 2 | 2026-07-28+ | 41/100 | F |
| 2988 | git-context-mcp TamiShaks-2/git-context-mcp code_mapproject_statusrecent_activity+2 | 5 | 2026-07-28+ | 41/100 | F |
| 2989 | git-jira-mcp-server 1pone/git-jira-mcp-server getCurrentBranchNamegetJiraByIdgetJiraInfo | 3 | 2026-07-28+ | 41/100 | F |
| 2990 | godoctor danicat/godoctor read_docsselenesmart_build+3 | 6 | <=2025-11-25 | 41/100 | F |
| 2991 | kosher whittle/kosher browser_clickbrowser_navigatebrowser_press_key+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2992 | litestar-habittracker darialissi/litestar-habittracker get_habits_overall | 1 | <=2025-11-25 | 41/100 | F |
| 2993 | llm-with-mcp muhammadhamthan/llm-with-mcp addget_all_students_nameget_courses+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2994 | logic-thinking quanticsoul4772/logic-thinking logic-batchlogic-detect-contradictionlogic-extract-assumptions+4 | 7 | <=2025-11-25 | 41/100 | F |
| 2995 | maestro mirinodev/maestro create_orchestra_memberdelete_orchestra_memberexec_in_orchestra_member+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2996 | maestro camoneart/maestro create_orchestra_memberdelete_orchestra_memberexec_in_orchestra_member+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2997 | mcp gonzalo123/mcp get_kpisales_reportsql_query | 3 | 2026-07-28+ | 41/100 | F |
| 2998 | mcp-agent moatas19m/mcp-agent create_agentsdelete_agent_fileget_agent+4 | 7 | <=2025-11-25 | 41/100 | F |
| 2999 | mcp-cn mengjian-github/mcp-cn browser_clickbrowser_closebrowser_console_messages+23 | 26 | 2026-07-28+ | 41/100 | F |
| 3000 | mcp-introduction-workshop joshua-zingale/mcp-introduction-workshop execute_codewrite_poem | 2 | 2025-06-18+ | 41/100 | F |