Loading ToolBench
529 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 401 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 402 |
| github-agent Knuckles-Team/github-agent github_branchesgithub_collaboratorsgithub_comments+10 |
| 13 |
| <=2025-11-25 |
| 34/100 |
| F |
| 403 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 404 | node-code-sandbox-mcp mozicim/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 34/100 | F |
| 405 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 406 | querypie-mcp-server querypie/querypie-mcp-server review.database | 1 | <=2025-11-25 | 34/100 | F |
| 407 | ruleflow efem1978/ruleflow ci.autofixci.generateci.validate+28 | 31 | 2026-07-28+ | 34/100 | F |
| 408 | stoa stoa-platform/stoa demo-federation-livedemo-federation-setupdemo-federation-test+9 | 12 | 2026-07-28+ | 34/100 | F |
| 409 | vps-kit-mcp wx233Github/vps-kit-mcp acme_installacme_issue_certcert_health_check+11 | 14 | <=2025-11-25 | 34/100 | F |
| 410 | docktor hwclass/docktor ai_upconfig_list_modelsconfig_set_model+6 | 9 | 2026-07-28+ | 33/100 | F |
| 411 | lyra-intel nirholas/lyra-intel analyze-codebaseget-complexityget-security-issues+1 | 4 | 2026-07-28+ | 33/100 | F |
| 412 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 413 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 414 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 415 | MCP-Codebase-analysis tejas-uk/MCP-Codebase-analysis analyze_repotest_app_deployment | 2 | 2026-07-28+ | 32/100 | F |
| 416 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 417 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 418 | devex ParthKapoor-dev/devex FetchContent | 1 | 2026-07-28+ | 32/100 | F |
| 419 | go-docker-ps-mcp takanoriyanagitani/go-docker-ps-mcp ps | 1 | 2026-07-28+ | 32/100 | F |
| 420 | mcp-server crazyman107/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 421 | mcp-server cloudbarista/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 422 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 423 | AI-SRE-agent saikrishnaveginati/AI-SRE-agent check_recent_errorsdetect_latency_issueget_metrics+1 | 4 | 2026-07-28+ | 31/100 | F |
| 424 | DevCrew shlmt/DevCrew clone github projectrun local command | 2 | 2026-07-28+ | 31/100 | F |
| 425 | 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 |
| 426 | gradio-github-runner neonwatty/gradio-github-runner build_and_push_image | 1 | <=2025-11-25 | 31/100 | F |
| 427 | mcp-server krakend/mcp-server audit_securitydetect_featuresget_documentation+4 | 7 | 2026-07-28+ | 31/100 | F |
| 428 | mcpshield kellyclaudeai/mcpshield addcache gccache purge+7 | 10 | 2026-07-28+ | 31/100 | F |
| 429 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 430 | rebound rebound-how/rebound | 0 | 2026-07-28+ | 31/100 | F |
| 431 | DevOps-Monitoring-MCP VikasDz/DevOps-Monitoring-MCP analyze_with_deepseekattempt_auto_remediationcheck_containers+7 | 10 | <=2025-11-25 | 30/100 | F |
| 432 | gituthub-mcp-server manygamebro/gituthub-mcp-server add_comment_to_pending_reviewadd_issue_commentadd_sub_issue+62 | 65 | 2026-07-28+ | 30/100 | F |
| 433 | mcp-exploit-demo Repello-AI/mcp-exploit-demo DockerCommandAnalyzerEchoercowsay | 3 | <=2025-11-25 | 30/100 | F |
| 434 | operations-cli takutakahashi/operations-cli kubectlkubectl_deletekubectl_describe+8 | 11 | <=2025-11-25 | 30/100 | F |
| 435 | rmcp-protocol rokoss21/rmcp-protocol architect.system_designbackend.code_generationdevops.deployment+2 | 5 | <=2025-11-25 | 30/100 | F |
| 436 | CommitBoy darshjain/CommitBoy clean_repo | 1 | <=2025-11-25 | 29/100 | F |
| 437 | SitePilot MUBENDIRAN/SitePilot delete_filedeploylist_files+3 | 6 | 2026-07-28+ | 29/100 | F |
| 438 | examples vouch-sh/examples | 0 | 2026-07-28+ | 29/100 | F |
| 439 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 440 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 441 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 442 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 443 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 444 | ai-commit-notifier-mcp-server canertunc/ai-commit-notifier-mcp-server ai_commit_notifier_toolfetch_commit_info_tool | 2 | <=2025-11-25 | 27/100 | F |
| 445 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 446 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 447 | mcp-manager Govinda-Fichtner/mcp-manager confighealthhelp+5 | 8 | <=2025-11-25 | 27/100 | F |
| 448 | 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 |
| 449 | BitNet-VSCode-Extension grctest/BitNet-VSCode-Extension ensureDockerImageIsPresentopenMcpServerInBrowserpullDockerImage+6 | 9 | <=2025-11-25 | 26/100 | F |
| 450 | code-reviewer-fixer-agent gokborayilmaz/code-reviewer-fixer-agent analyze_sentryreview_code | 2 | 2026-07-28+ | 26/100 | F |