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619 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 401 | mock-mcp-server matarpeles/mock-mcp-server execute_nrql_queryget_backstage_entityget_backstage_entity_overlay+24 | 27 | 2026-07-28+ |
| 42/100 |
| F |
| 402 | nora solomon2773/nora get_agentget_agent_costget_agent_metrics+7 | 10 | 2026-07-28+ | 42/100 | F |
| 403 | ssh-mcp-server mehmet21ozcelik/ssh-mcp-server ssh_execssh_get_configssh_list_allowed+1 | 4 | 2026-07-28+ | 42/100 | F |
| 404 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 405 | AEnvironment inclusionAI/AEnvironment | 0 | <=2025-11-25 | 41/100 | F |
| 406 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 407 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 408 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 409 | SciAgent-toolkit tony-zhelonkin/SciAgent-toolkit apply_primary_rescue_filtercalculate_adaptive_thresholdscheck_ports+7 | 10 | 2026-07-28+ | 41/100 | F |
| 410 | a2a aymenfurter/a2a create_issuecreate_work_itemgetConfluencePage+2 | 5 | <=2025-11-25 | 41/100 | F |
| 411 | jira-github-mcp TamarEngel/jira-github-mcp github_commit_and_pushgithub_create_branchgithub_create_pull_request+5 | 8 | 2026-07-28+ | 41/100 | F |
| 412 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 413 | p2pclaw-mcp-server Agnuxo1/p2pclaw-mcp-server extractCodeBlocksgenerateExecutionHashrunPythonTool+1 | 4 | 2026-07-28+ | 41/100 | F |
| 414 | rust-code fortunto2/rust-code apiapply_patchask_user+13 | 16 | 2026-07-28+ | 41/100 | F |
| 415 | MCP-servers Ankit0200/MCP-servers generate_chartread_tableread_table+2 | 5 | 2026-07-28+ | 40/100 | F |
| 416 | agent-registry agentoperations/agent-registry CreateArtifactDeleteArtifactExportStandardDoc+10 | 13 | 2026-07-28+ | 40/100 | F |
| 417 | colloid dd-colloid-inc/colloid initializetools/calltools/list+2 | 5 | <=2025-11-25 | 40/100 | F |
| 418 | mcp-hangar mcp-hangar/mcp-hangar | 0 | 2025-06-18+ | 40/100 | F |
| 419 | mcp-internal davidparry/mcp-internal checkoutBranchcloneRepositorycommit+10 | 13 | <=2025-11-25 | 40/100 | F |
| 420 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 421 | portoser nonagenticai/portoser createMCPTooldeleteMCPToolgetMCPTools+1 | 4 | 2026-07-28+ | 40/100 | F |
| 422 | setup-vs-agent-firm romainsantoli-web/setup-vs-agent-firm firm_export_github_prfirm_export_slack_digestfirm_gateway_fleet_status+5 | 8 | 2026-07-28+ | 40/100 | F |
| 423 | wg-easy-mcp ni-c/wg-easy-mcp create_clientdelete_clientget_client+5 | 8 | 2025-06-18+ | 40/100 | F |
| 424 | Conflux B-A-M-N/Conflux harmonize_trackrun_sentinel_adversarial_audit | 2 | <=2025-11-25 | 39/100 | F |
| 425 | LMS-MCP urtir/LMS-MCP add_agentadd_agent_to_groupcheck_wazuh_log+29 | 32 | <=2025-11-25 | 39/100 | F |
| 426 | MCP---Demo DaWoodistaken/MCP---Demo analyze_server_healthcalculate_bonusquery_employee | 3 | 2026-07-28+ | 39/100 | F |
| 427 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 428 | coro-cpp-mcp liuli-neko/coro-cpp-mcp docker_builddocker_runexecute_vscode_task+12 | 15 | <=2025-11-25 | 39/100 | F |
| 429 | docker-sandbox-mcp ashrobertsdragon/docker-sandbox-mcp build_sandbox_imagestart_github_sandboxstart_local_sandbox | 3 | <=2025-11-25 | 39/100 | F |
| 430 | docker-swarm-mcp KHAEntertainment/docker-swarm-mcp create-containercreate-networkcreate-volume+17 | 20 | <=2025-11-25 | 39/100 | F |
| 431 | local-ai-mcp-servers setheerwagen/local-ai-mcp-servers cancel_trainingcheck_isolationcheck_training_env+16 | 19 | 2026-07-28+ | 39/100 | F |
| 432 | mcp_server_agentic_tool akramIOT/mcp_server_agentic_tool create_issuecreate_issueget_private_data+6 | 9 | <=2025-11-25 | 39/100 | F |
| 433 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 434 | starReport hu-qi/starReport ai_analysisgenerate_daily_reportgenerate_weekly_report+2 | 5 | 2026-07-28+ | 39/100 | F |
| 435 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 436 | virtualization-mcp sandraschi/virtualization-mcp vm_agentic_workflow | 1 | <=2025-11-25 | 39/100 | F |
| 437 | Adaptive-Threat-Modeler khushiiagrawal/Adaptive-Threat-Modeler AnalyzeGitCommitAnalyzeGitHubRepoAnalyzeUpload+12 | 15 | 2026-07-28+ | 38/100 | F |
| 438 | Agentic-DevOps SuperagenticAI/Agentic-DevOps get_logsget_pull_requestget_repository | 3 | 2026-07-28+ | 38/100 | F |
| 439 | DevPilot oxy-Op/DevPilot execute_commandgithub_cicd_setupnginx_setup+2 | 5 | <=2025-11-25 | 38/100 | F |
| 440 | PR-Splitter-MCP Polly2014/PR-Splitter-MCP analyze_codecreate_prscreate_prs_github+3 | 6 | <=2025-11-25 | 38/100 | F |
| 441 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 442 | codearkt IlyaGusev/codearkt exec | 1 | 2026-07-28+ | 38/100 | F |
| 443 | github-mcp-server tangochuy/github-mcp-server add_issue_commentadd_pull_request_review_commentcreate_branch+31 | 34 | <=2025-11-25 | 38/100 | F |
| 444 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 445 | mcp-server-manager mfatihp/mcp-server-manager check_listcontrol_mcp_servercreate_mcp_server+2 | 5 | 2026-07-28+ | 38/100 | F |
| 446 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 447 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 448 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 449 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 450 | jira-mcp scottlepp/jira-mcp jira_attachmentjira_boardjira_code_api+20 | 23 | 2026-07-28+ | 37/100 | F |