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46 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | flyto-indexer flytohub/flyto-indexer auditbatch_impact_analysischeck_and_reindex+11 | 14 | 2026-07-28+ | 73/100 | B |
| 2 |
| Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 |
| 7 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | agent-security-scanner-mcp sinewaveai/agent-security-scanner-mcp check_packageclawproof_healthevaluate_compliance+19 | 22 | 2026-07-28+ | 71/100 | B |
| 4 | fleetpkg-mcp andrewkroh/fleetpkg-mcp fleetpkg_execute_sql_queryfleetpkg_get_sql_tablesfleetpkg_match_ecs_fields+4 | 7 | 2026-07-28+ | 70/100 | B |
| 5 | dvalincode arthurpanhku/dvalincode dvalin_begin_verificationdvalin_get_evidencedvalin_get_finding+6 | 9 | 2025-06-18+ | 69/100 | C |
| 6 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 7 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 8 | guardlink Bugb-Technologies/guardlink guardlink_annotateguardlink_blameguardlink_dashboard+16 | 19 | 2026-07-28+ | 66/100 | C |
| 9 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 10 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 11 | codebadger qcri/codebadger codebase_overviewfind_command_injection_sinkslist_calls+2 | 5 | <=2025-11-25 | 60/100 | C |
| 12 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 13 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 14 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 15 | speclock sgroy10/speclock speclock_add_decisionspeclock_add_lockspeclock_add_note+42 | 45 | 2026-07-28+ | 56/100 | D |
| 16 | data-planning-agent opendedup/data-planning-agent continue_conversationgenerate_data_prpstart_planning_session | 3 | <=2025-11-25 | 54/100 | D |
| 17 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 18 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 19 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 20 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 21 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 22 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 23 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 24 | vibeguard rohansx/vibeguard calculate_blast_radiuscheck_auth_coveragefind_missing_sanitizers+5 | 8 | 2026-07-28+ | 50/100 | D |
| 25 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 26 | Sicry dublen5269/Sicry sicry_asksicry_check_enginessicry_check_tor+6 | 9 | <=2025-11-25 | 48/100 | F |
| 27 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 28 | flowcheck backslash-ux/flowcheck detect_injectionsend_sessionget_flow_state+6 | 9 | 2026-07-28+ | 46/100 | F |
| 29 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 30 | excel-master-mcp Lipdog/excel-master-mcp create_workbookprocess_financial_problemread_worksheet+1 | 4 | 2026-07-28+ | 45/100 | F |
| 31 | mcp-llamaIndex atharvabhakane/mcp-llamaIndex addcount_pagescreate_agent_and_extract+8 | 11 | 2026-07-28+ | 45/100 | F |
| 32 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 33 | MCP-server-data-exploration vjk-2k5/MCP-server-data-exploration load_csvrun_script | 2 | <=2025-11-25 | 43/100 | F |
| 34 | jarvis-mcp aumsathwara/jarvis-mcp append_pkgconfigure_pkgcreate_pipeline+23 | 26 | 2026-07-28+ | 43/100 | F |
| 35 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 36 | SciAgent-toolkit tony-zhelonkin/SciAgent-toolkit apply_primary_rescue_filtercalculate_adaptive_thresholdscheck_ports+7 | 10 | 2026-07-28+ | 41/100 | F |
| 37 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 38 | AgenticLakehouse vinay-ram1999/AgenticLakehouse databricks_mcp_toolsretrieve_docstavily_search | 3 | 2026-07-28+ | 36/100 | F |
| 39 | Kali-MCP gourav04-hash/Kali-MCP apt_installapt_searchdirb_scan+9 | 12 | <=2025-11-25 | 36/100 | F |
| 40 | fastmtcp-gemini-csv halovina/fastmtcp-gemini-csv get_csv_data | 1 | 2026-07-28+ | 33/100 | F |
| 41 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 42 | opsera-devsecops opsera-agents/opsera-devsecops mcp__plugin_opsera-devsecops_opsera__report-telemetrymcp__plugin_opsera-devsecops_opsera__security-scan | 2 | 2026-07-28+ | 27/100 | F |
| 43 | data-product-hub armalite/data-product-hub analyze_dbt_modelanalyze_dbt_model_with_aianalyze_dbt_model_with_git_context+6 | 9 | 2026-07-28+ | 12/100 | F |
| 44 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 45 | fastapi-example-simple-mcp halovina/fastapi-example-simple-mcp analyze_salesget_sales_data | 2 | 2026-07-28+ | 7/100 | F |
| 46 | DataChat Samar-Bons/DataChat auth_health_checkget_current_user_infoget_profile+7 | 10 | 2026-07-28+ | 0/100 | F |