Loading ToolBench
250 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 |
| 2 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 3 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 4 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 5 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 6 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 7 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 8 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 9 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 10 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 11 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 12 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 13 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 14 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 15 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 16 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 17 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 18 | repo-knowledge mcp-tool-shop-org/repo-knowledge add_relationshipadd_repo_notearchive_repo+19 | 22 | 2026-07-28+ | 57/100 | D |
| 19 | smitheryai-mcp-servers-github geobio/smitheryai-mcp-servers-github add_issue_commentcreate_issuecreate_or_update_file+18 | 21 | 2026-07-28+ | 57/100 | D |
| 20 | troubleshoot-mcp-server chris-sanders/troubleshoot-mcp-server grep_filesinitialize_bundlekubectl+3 | 6 | <=2025-11-25 | 57/100 | D |
| 21 | enterprise-mcp-framework cogniolab/enterprise-mcp-framework create_issuecreate_pull_requestget_repository_info+5 | 8 | <=2025-11-25 | 56/100 | D |
| 22 | github-mcp Amama-Fatima/github-mcp analyze_github_repository_dependenciesapply_issue_labelscheck_github_repository_health+18 | 21 | 2026-07-28+ | 56/100 | D |
| 23 | infoundry crypticsaiyan/infoundry create_prevaluategenerate_iac+6 | 9 | 2026-07-28+ | 56/100 | D |
| 24 | localmcp andradeandrey/localmcp get_commitsget_contentget_issues+3 | 6 | 2026-07-28+ | 56/100 | D |
| 25 | mcp-server mennansevim/mcp-server analyze_diffreview_codereview_file+1 | 4 | <=2025-11-25 | 56/100 | D |
| 26 | mcp-server-github-actions ka1ss3r23/mcp-server-github-actions cancel_runget_runget_run_logs+6 | 9 | 2026-07-28+ | 56/100 | D |
| 27 | devswarm justrach/devswarm blast_radiusclose_issueclose_issues_batch+35 | 38 | 2026-07-28+ | 55/100 | D |
| 28 | github-security-mcp badchars/github-security-mcp github_audit_reportgithub_audit_summarygithub_check_action_pinning+36 | 39 | 2026-07-28+ | 55/100 | D |
| 29 | gke-mcp GoogleCloudPlatform/gke-mcp apply_k8s_manifestcancel_operationcheck_k8s_auth+25 | 28 | 2025-06-18+ | 55/100 | D |
| 30 | loopsense jarvisassistantux/loopsense cancel_watchcheck_consequenceslist_watches+6 | 9 | 2026-07-28+ | 55/100 | D |
| 31 | mcp-git-server arunangshu-podder/mcp-git-server git_addgit_branchgit_checkout+10 | 13 | 2026-07-28+ | 55/100 | D |
| 32 | mcp-openshift-installer-checker Hadar301/mcp-openshift-installer-checker check_feasibilityfetch_repo_contentscan_cluster | 3 | <=2025-11-25 | 55/100 | D |
| 33 | mcp-poc o-ouma/mcp-poc analyze_pipeline_resultscreate_confluence_pagecreate_dockerfile+8 | 11 | 2026-07-28+ | 55/100 | D |
| 34 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 35 | omni-dev rust-works/omni-dev ai_chatatlassian_auth_statusatlassian_convert+5 | 8 | 2026-07-28+ | 55/100 | D |
| 36 | otel-instrumentation-mcp sgsharma/otel-instrumentation-mcp get_opentelemetry_docs_by_languageget_opentelemetry_examplesget_opentelemetry_examples_by_language+3 | 6 | 2026-07-28+ | 55/100 | D |
| 37 | pinner-mcp safedep/pinner-mcp docker_get_image_versionsdocker_resolve_image_to_digestgithub_get_latest_pinned_version+2 | 5 | <=2025-11-25 | 55/100 | D |
| 38 | skill-vision-control Jane-xiaoer/skill-vision-control svc_check_updatessvc_download_updatesvc_get_conflicts+6 | 9 | 2026-07-28+ | 55/100 | D |
| 39 | vantage-mcp chronista-club/vantage-mcp create_processget_dashboardget_failed_logs+15 | 18 | <=2025-11-25 | 55/100 | D |
| 40 | avm-mcp-server stefanstranger/avm-mcp-server list_avm_modulesscrape_avm_module_details | 2 | <=2025-11-25 | 54/100 | D |
| 41 | commitflow asepindrak/commitflow getAllTasksgetContributorsgetInProgressTasks+5 | 8 | 2026-07-28+ | 54/100 | D |
| 42 | github-actions-mcp lailo/github-actions-mcp analyze_workflow_runget_job_timingsget_repositories+2 | 5 | 2026-07-28+ | 54/100 | D |
| 43 | github-mcp-server canburakyol/github-mcp-server create_repositorydelete_repositoryget_authenticated_user+4 | 7 | 2026-07-28+ | 54/100 | D |
| 44 | nautobot_mcp kvncampos/nautobot_mcp mcp_nautobot_dynamic_api_requestmcp_nautobot_kb_add_repomcp_nautobot_kb_init_repos+17 | 20 | <=2025-11-25 | 54/100 | D |
| 45 | mcp-devtools-server rshade/mcp-devtools-server actionlintcodeReviewdotenvEnvironment+6 | 9 | <=2025-11-25 | 53/100 | D |
| 46 | mcp-github-server pblarismendi/mcp-github-server create_pull_requestget_commitget_pull_request+8 | 11 | <=2025-11-25 | 53/100 | D |
| 47 | mcp-terragrunt-docs Excoriate/mcp-terragrunt-docs get-all-open-issueslist-all-docs-by-categorylist-doc-categories+2 | 5 | <=2025-11-25 | 53/100 | D |
| 48 | pipeline-assistant-mcp soydachi/pipeline-assistant-mcp analyze_pipelinegenerate_pipelinesuggest_improvements | 3 | <=2025-11-25 | 53/100 | D |
| 49 | plugin-devtools-git orchestra-mcp/plugin-devtools-git gh_actions_statusgh_issue_commentgh_issue_create+17 | 20 | 2026-07-28+ | 53/100 | D |
| 50 | AzPolicyMCP Jitha-afk/AzPolicyMCP get_builtin_policiesget_policies_in_categoryget_policy_content | 3 | <=2025-11-25 | 52/100 | D |