Loading ToolBench
334 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | avm-mcp-server stefanstranger/avm-mcp-server list_avm_modulesscrape_avm_module_details | 2 | <=2025-11-25 | 54/100 | D |
| 102 | commitflow asepindrak/commitflow getAllTasks |
| 8 |
| 2026-07-28+ |
| 54/100 |
| D |
| 103 | github-actions-mcp lailo/github-actions-mcp analyze_workflow_runget_job_timingsget_repositories+2 | 5 | 2026-07-28+ | 54/100 | D |
| 104 | github-mcp-server canburakyol/github-mcp-server create_repositorydelete_repositoryget_authenticated_user+4 | 7 | 2026-07-28+ | 54/100 | D |
| 105 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 106 | 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 |
| 107 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 108 | mcp-devtools-server rshade/mcp-devtools-server actionlintcodeReviewdotenvEnvironment+6 | 9 | <=2025-11-25 | 53/100 | D |
| 109 | mcp-github-server pblarismendi/mcp-github-server create_pull_requestget_commitget_pull_request+8 | 11 | <=2025-11-25 | 53/100 | D |
| 110 | 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 |
| 111 | pipeline-assistant-mcp soydachi/pipeline-assistant-mcp analyze_pipelinegenerate_pipelinesuggest_improvements | 3 | <=2025-11-25 | 53/100 | D |
| 112 | plugin-devtools-git orchestra-mcp/plugin-devtools-git gh_actions_statusgh_issue_commentgh_issue_create+17 | 20 | 2026-07-28+ | 53/100 | D |
| 113 | AzPolicyMCP Jitha-afk/AzPolicyMCP get_builtin_policiesget_policies_in_categoryget_policy_content | 3 | <=2025-11-25 | 52/100 | D |
| 114 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 115 | Mosaic seiggy/Mosaic clear_memorygenerate_diagramget_repository_graph_stats+8 | 11 | <=2025-11-25 | 52/100 | D |
| 116 | ckb SimplyLiz/ckb annotationGetannotationListannotationSet+3 | 6 | 2026-07-28+ | 52/100 | D |
| 117 | dev-kit nguyenvanduocit/dev-kit code_reviewconfluence_create_pageconfluence_get_page+27 | 30 | <=2025-11-25 | 52/100 | D |
| 118 | github-mcp-server cyanheads/github-mcp-server create_branchcreate_issuecreate_pull_request+11 | 14 | <=2025-11-25 | 52/100 | D |
| 119 | github-pr-mcp-server denven/github-pr-mcp-server analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 52/100 | D |
| 120 | k8s-auto-heal-mcp-server sandeep-soorya-kumar/k8s-auto-heal-mcp-server auto_fix_crash_loopauto_fix_high_memoryauto_fix_oom+14 | 17 | 2026-07-28+ | 52/100 | D |
| 121 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |
| 122 | mcp-server-from-prompts mattpocock/mcp-server-from-prompts cancelWorkflowRuncreateIssueCommentcreatePullRequestComment+10 | 13 | 2026-07-28+ | 52/100 | D |
| 123 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 124 | MCP-server Dodosia/MCP-server doctor_scanrepro_generate | 2 | 2025-06-18+ | 51/100 | D |
| 125 | Pandaone-AI-Agent hellob1889/Pandaone-AI-Agent pandaone_cipandaone_fingerprint_updatepandaone_init+8 | 11 | 2026-07-28+ | 51/100 | D |
| 126 | agent-hub nathangtg/agent-hub addget_github_rate_limitget_github_repository_branches+17 | 20 | <=2025-11-25 | 51/100 | D |
| 127 | agnostic-multicloud-delivery-framework segoja7/agnostic-multicloud-delivery-framework list_k8s_crdslist_k8s_kindsprocess_crd_to_kcl+1 | 4 | 2026-07-28+ | 51/100 | D |
| 128 | ai-sre nachtschatt3n/ai-sre flux_reconcileflux_statusgit_commit+18 | 21 | <=2025-11-25 | 51/100 | D |
| 129 | aica dotneet/aica ask_followup_questionattempt_completioncreate_file+9 | 12 | 2026-07-28+ | 51/100 | D |
| 130 | github-mcp-server Ryanpatrickwhiting/github-mcp-server create_issuecreate_or_update_filecreate_pull_request+3 | 6 | 2026-07-28+ | 51/100 | D |
| 131 | k0rdent-mcp-server randybias/k0rdent-mcp-server delete_deploymentdeploy_appdescribe_app+6 | 9 | <=2025-11-25 | 51/100 | D |
| 132 | mcp-android-playstore-deploy hitoshura25/mcp-android-playstore-deploy analyze_android_projectcreate_github_secrets_guidegenerate_github_workflow+6 | 9 | 2026-07-28+ | 51/100 | D |
| 133 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 134 | mcp-tools dlightyupgrade/mcp-tools check_tool_requirementsechoget_system_info+1 | 4 | <=2025-11-25 | 51/100 | D |
| 135 | memory-shell-mcp RuoJi6/memory-shell-mcp download_detector_toolsexecute_command | 2 | 2026-07-28+ | 51/100 | D |
| 136 | plugin-devtools-devops orchestra-mcp/plugin-devtools-devops devops_deploydevops_env_varsdevops_list_deployments+5 | 8 | 2026-07-28+ | 51/100 | D |
| 137 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 138 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 139 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 140 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 141 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 142 | docs-mcp-server pipe-cd/docs-mcp-server read_docssearch_docs | 2 | 2026-07-28+ | 50/100 | D |
| 143 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 144 | github-enterprise-mcp ddukbg/github-enterprise-mcp cancel-workflow-runcreate-issuedisable-workflow+19 | 22 | 2026-07-28+ | 50/100 | D |
| 145 | mcp-await ricardo-hdrn/mcp-await cancel_watchget_watchwait_for_command+6 | 9 | <=2025-11-25 | 50/100 | D |
| 146 | mcp-dependency-version Tripletex/mcp-dependency-version analyze_dependenciescheck_vulnerabilitiesfind_parent_version+4 | 7 | 2026-07-28+ | 50/100 | D |
| 147 | mcp-project-orchestrator sparesparrow/mcp-project-orchestrator build_openssl_for_platformscreate_openssl_ci_workflowcreate_openssl_release+2 | 5 | 2026-07-28+ | 50/100 | D |
| 148 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 149 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 150 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |