Loading ToolBench
617 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 451 | python-run-mcp topherbc/python-run-mcp run_python | 1 | 2026-07-28+ | 37/100 | F |
| 452 |
| run-mcp serverless-dna/run-mcp configdoctorinfo+2 |
| 5 |
| 2026-07-28+ |
| 37/100 |
| F |
| 453 | soc-stack solomonneas/soc-stack deploy_cortex_mcpdeploy_dashboardsdeploy_misp_docker+28 | 31 | 2026-07-28+ | 37/100 | F |
| 454 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 455 | CodeForge AnExiledDev/CodeForge config applyconfig showcontainer down+27 | 30 | 2026-07-28+ | 36/100 | F |
| 456 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 457 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 458 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 459 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 460 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 461 | mcp-code-runner axliupore/mcp-code-runner run | 1 | 2026-07-28+ | 36/100 | F |
| 462 | openaq-pipeline Rafo044/openaq-pipeline command_run_all_testscommand_start_all_containersdocker_check_permissions+4 | 7 | 2026-07-28+ | 36/100 | F |
| 463 | portainer-agent Knuckles-Team/portainer-agent portainer_authportainer_environment | 2 | <=2025-11-25 | 36/100 | F |
| 464 | sample-shopfloor-connectivity-agentic aws-samples/sample-shopfloor-connectivity-agentic generate_adapter_typesgenerate_config_templategenerate_source_template+2 | 5 | <=2025-11-25 | 36/100 | F |
| 465 | sandbox-mcp pottekkat/sandbox-mcp dynamic_sandbox_tools | 1 | 2026-07-28+ | 36/100 | F |
| 466 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 467 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 468 | python-sandbox-mcp SomeHappiness/python-sandbox-mcp sandbox_execsandbox_initialize | 2 | <=2025-11-25 | 35/100 | F |
| 469 | vsc-remote-mcp ruvnet/vsc-remote-mcp analyze_codedeploy_vscode_instanceexecute_command+8 | 11 | 2026-07-28+ | 35/100 | F |
| 470 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 471 | containerinc-mcp f-inc/containerinc-mcp deploygit_setup_repogithub_authenticate+3 | 6 | 2026-07-28+ | 34/100 | F |
| 472 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 473 | github-agent Knuckles-Team/github-agent github_branchesgithub_collaboratorsgithub_comments+10 | 13 | <=2025-11-25 | 34/100 | F |
| 474 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 475 | node-code-sandbox-mcp mozicim/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 34/100 | F |
| 476 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 477 | querypie-mcp-server querypie/querypie-mcp-server review.database | 1 | <=2025-11-25 | 34/100 | F |
| 478 | stoa stoa-platform/stoa demo-federation-livedemo-federation-setupdemo-federation-test+9 | 12 | 2026-07-28+ | 34/100 | F |
| 479 | vps-kit-mcp wx233Github/vps-kit-mcp acme_installacme_issue_certcert_health_check+11 | 14 | <=2025-11-25 | 34/100 | F |
| 480 | OPNSenseMCP vespo92/OPNSenseMCP | 0 | <=2025-11-25 | 33/100 | F |
| 481 | docktor hwclass/docktor ai_upconfig_list_modelsconfig_set_model+6 | 9 | 2026-07-28+ | 33/100 | F |
| 482 | lyra-intel nirholas/lyra-intel analyze-codebaseget-complexityget-security-issues+1 | 4 | 2026-07-28+ | 33/100 | F |
| 483 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 484 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 485 | nexus-dashboard-mcp beye91/nexus-dashboard-mcp listComplianceAnomalyRuleObjectSelectorPreviewResultTemplatemanage_createAnomalyPostProcessingRulemanage_createComplianceAnomalyRule+24 | 27 | <=2025-11-25 | 33/100 | F |
| 486 | ARIES Chieko-Seren/ARIES executeShellfetchServerfetchServerStatus+5 | 8 | 2026-07-28+ | 32/100 | F |
| 487 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 488 | MCP-Codebase-analysis tejas-uk/MCP-Codebase-analysis analyze_repotest_app_deployment | 2 | 2026-07-28+ | 32/100 | F |
| 489 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 490 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 491 | devex ParthKapoor-dev/devex FetchContent | 1 | 2026-07-28+ | 32/100 | F |
| 492 | go-docker-ps-mcp takanoriyanagitani/go-docker-ps-mcp ps | 1 | 2026-07-28+ | 32/100 | F |
| 493 | mcp-server cloudbarista/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 494 | mcp-server crazyman107/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 495 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 496 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 497 | AI-SRE-agent saikrishnaveginati/AI-SRE-agent check_recent_errorsdetect_latency_issueget_metrics+1 | 4 | 2026-07-28+ | 31/100 | F |
| 498 | DevCrew shlmt/DevCrew clone github projectrun local command | 2 | 2026-07-28+ | 31/100 | F |
| 499 | Github-mcp-server Domainrajud/Github-mcp-server add_comment_to_pending_reviewadd_issue_commentassign_copilot_to_issue+48 | 51 | 2026-07-28+ | 31/100 | F |
| 500 | gradio-github-runner neonwatty/gradio-github-runner build_and_push_image | 1 | <=2025-11-25 | 31/100 | F |