Loading ToolBench
549 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 401 | bumi-mcp sandraschi/bumi-mcp bumibumi_agentic_workflowbumi_quick_start |
| 3 |
| 2026-07-28+ |
| 37/100 |
| F |
| 402 | jira-mcp scottlepp/jira-mcp jira_attachmentjira_boardjira_code_api+20 | 23 | 2026-07-28+ | 37/100 | F |
| 403 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 404 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 405 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 406 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 407 | MCP-LogSense---AI-Log-Analyser dhamkirti21/MCP-LogSense---AI-Log-Analyser get_recent_anomaliesget_recent_logsget_system_metrics | 3 | 2026-07-28+ | 36/100 | F |
| 408 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 409 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 410 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 411 | 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 |
| 412 | mcp-jupyter-server Kiwi-520/mcp-jupyter-server create_cell | 1 | 2026-07-28+ | 35/100 | F |
| 413 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 414 | splunk-mcp-llm-siemulator-linux rsfl/splunk-mcp-llm-siemulator-linux ask_modelget_ai_analysissplunk_indexes+2 | 5 | 2026-07-28+ | 35/100 | F |
| 415 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 416 | containerinc-mcp f-inc/containerinc-mcp deploygit_setup_repogithub_authenticate+3 | 6 | 2026-07-28+ | 34/100 | F |
| 417 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 418 | github-agent Knuckles-Team/github-agent github_branchesgithub_collaboratorsgithub_comments+10 | 13 | <=2025-11-25 | 34/100 | F |
| 419 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 420 | ics6-Java-mcp-csv-server RozeQz/ics6-Java-mcp-csv-server process-file | 1 | 2026-07-28+ | 34/100 | F |
| 421 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 422 | querypie-mcp-server querypie/querypie-mcp-server review.database | 1 | <=2025-11-25 | 34/100 | F |
| 423 | ruleflow efem1978/ruleflow ci.autofixci.generateci.validate+28 | 31 | 2026-07-28+ | 34/100 | F |
| 424 | spring-mcp-csv-server StepByStepler/spring-mcp-csv-server processFile | 1 | 2026-07-28+ | 34/100 | F |
| 425 | stoa stoa-platform/stoa demo-federation-livedemo-federation-setupdemo-federation-test+9 | 12 | 2026-07-28+ | 34/100 | F |
| 426 | vps-kit-mcp wx233Github/vps-kit-mcp acme_installacme_issue_certcert_health_check+11 | 14 | <=2025-11-25 | 34/100 | F |
| 427 | lyra-intel nirholas/lyra-intel analyze-codebaseget-complexityget-security-issues+1 | 4 | 2026-07-28+ | 33/100 | F |
| 428 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 429 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 430 | podman-ai nalinrajendran/podman-ai build_promptconfirm_execution_if_neededexecute_podman_command+3 | 6 | 2026-07-28+ | 33/100 | F |
| 431 | world-intel-mcp marc-shade/world-intel-mcp | 0 | 2026-07-28+ | 33/100 | F |
| 432 | 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 |
| 433 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 434 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 435 | codeanalyst_agent baner29/codeanalyst_agent get_file_contentssearch_code | 2 | 2026-07-28+ | 32/100 | F |
| 436 | devex ParthKapoor-dev/devex FetchContent | 1 | 2026-07-28+ | 32/100 | F |
| 437 | mcp-server cloudbarista/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 438 | mcp-server crazyman107/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 439 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 440 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 441 | open-news-mcp rv64m/open-news-mcp list_categorieslist_filter_metadatalist_source_names+5 | 8 | <=2025-11-25 | 32/100 | F |
| 442 | AI-SRE-agent saikrishnaveginati/AI-SRE-agent check_recent_errorsdetect_latency_issueget_metrics+1 | 4 | 2026-07-28+ | 31/100 | F |
| 443 | DevCrew shlmt/DevCrew clone github projectrun local command | 2 | 2026-07-28+ | 31/100 | F |
| 444 | 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 |
| 445 | gradio-github-runner neonwatty/gradio-github-runner build_and_push_image | 1 | <=2025-11-25 | 31/100 | F |
| 446 | mcp-ollama-postgres rajeevchandra/mcp-ollama-postgres sql://query | 1 | 2026-07-28+ | 31/100 | F |
| 447 | mcpshield kellyclaudeai/mcpshield addcache gccache purge+7 | 10 | 2026-07-28+ | 31/100 | F |
| 448 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 449 | gituthub-mcp-server manygamebro/gituthub-mcp-server add_comment_to_pending_reviewadd_issue_commentadd_sub_issue+62 | 65 | 2026-07-28+ | 30/100 | F |
| 450 | operations-cli takutakahashi/operations-cli kubectlkubectl_deletekubectl_describe+8 | 11 | <=2025-11-25 | 30/100 | F |