Loading ToolBench
379 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | MCP_Open |
| 32 |
| 2026-07-28+ |
| 49/100 |
| F |
| 2 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 3 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 4 | debugger-mcp-server tonyredondo/debugger-mcp-server analyzeanalyzeCrashanalyzeCrashWithAi+9 | 12 | <=2025-11-25 | 49/100 | F |
| 5 | dp-mcp devraj21/dp-mcp analyze_table_patternsask_natural_language_querybackup_table_to_minio+14 | 17 | <=2025-11-25 | 49/100 | F |
| 6 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 7 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 8 | git-proxy-mcp MatejGomboc/git-proxy-mcp repo/clonerepo/clone/cancelrepo/clone/chunk+6 | 9 | <=2025-11-25 | 49/100 | F |
| 9 | github-mcp-server-go metoro-io/github-mcp-server-go add_issue_commentcreate_branchcreate_issue+14 | 17 | 2026-07-28+ | 49/100 | F |
| 10 | laravel-optimize-mcp skylence-org/laravel-optimize-mcp configuration-analyzerdatabase-size-inspectorlog-file-inspector+4 | 7 | <=2025-11-25 | 49/100 | F |
| 11 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 12 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 13 | mcp tenzir/mcp docs_readdocs_searchmake_ocsf_mapping+1 | 4 | 2025-06-18+ | 49/100 | F |
| 14 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 15 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 16 | texas polatengin/texas generate_modulesget_avm_module_detailsmcp_find_avm_modules | 3 | 2026-07-28+ | 49/100 | F |
| 17 | trustscope-mcp-server adam-trustscope/trustscope-mcp-server trustscope_approvetrustscope_check_detectiontrustscope_check_policy+8 | 11 | 2026-07-28+ | 49/100 | F |
| 18 | vulnerability-intelligence-mcp-server firetix/vulnerability-intelligence-mcp-server calculate_cvss_scorecve_lookupget_epss_score+5 | 8 | 2026-07-28+ | 49/100 | F |
| 19 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 20 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 21 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 22 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 23 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 24 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 25 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 26 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 27 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 28 | mcp-server-git tosolveit/mcp-server-git git_addgit_branchgit_checkout+9 | 12 | 2026-07-28+ | 48/100 | F |
| 29 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 30 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 31 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 32 | omcp_py fastomop/omcp_py Get_information_SchemaSelect_Queryanalyze_omop_data+11 | 14 | <=2025-11-25 | 48/100 | F |
| 33 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 34 | prow-mcp-server redhat-community-ai-tools/prow-mcp-server diagnose_periodic_failuresdiagnose_pr_build_statusdiagnose_pr_failures+11 | 14 | <=2025-11-25 | 48/100 | F |
| 35 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 36 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 37 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 38 | GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 | 5 | <=2025-11-25 | 47/100 | F |
| 39 | GitHub-Security-MCP-Server RickardHF/GitHub-Security-MCP-Server create-new-branchcreate-new-pull-requestcreate-security-issue+7 | 10 | 2026-07-28+ | 47/100 | F |
| 40 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 41 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 42 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 43 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 44 | dajet-mcp-server zhichkin/dajet-mcp-server ExecuteQueryGetDatabaseDescriptionGetDatabaseMetadata+7 | 10 | 2025-06-18+ | 47/100 | F |
| 45 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 46 | mcp-ticketer bobmatnyc/mcp-ticketer attachmentticket_analyzeticket_bulk+1 | 4 | 2026-07-28+ | 47/100 | F |
| 47 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 48 | release-mcp-server savitaashture/release-mcp-server configure-hack-repocreate-release-branchescreate-release-plans | 3 | <=2025-11-25 | 47/100 | F |
| 49 | server-mcp alex-v08/server-mcp github_authgithub_create_issuegithub_create_repo+14 | 17 | 2026-07-28+ | 47/100 | F |
| 50 | sopr-mcp snapback-dev/sopr-mcp cachecheckgraph+5 | 8 | 2025-06-18+ | 47/100 | F |