Loading ToolBench
347 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | MCP_Open RockyRocks/MCP_Open build_runfs_delete |
| 32 |
| 2026-07-28+ |
| 49/100 |
| F |
| 2 | debugger-mcp-server tonyredondo/debugger-mcp-server analyzeanalyzeCrashanalyzeCrashWithAi+9 | 12 | <=2025-11-25 | 49/100 | F |
| 3 | dp-mcp devraj21/dp-mcp analyze_table_patternsask_natural_language_querybackup_table_to_minio+14 | 17 | <=2025-11-25 | 49/100 | F |
| 4 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 5 | github-mcp-server-go metoro-io/github-mcp-server-go add_issue_commentcreate_branchcreate_issue+14 | 17 | 2026-07-28+ | 49/100 | F |
| 6 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 7 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 8 | mcp tenzir/mcp docs_readdocs_searchmake_ocsf_mapping+1 | 4 | 2025-06-18+ | 49/100 | F |
| 9 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 10 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 11 | texas polatengin/texas generate_modulesget_avm_module_detailsmcp_find_avm_modules | 3 | 2026-07-28+ | 49/100 | F |
| 12 | trustscope-mcp-server adam-trustscope/trustscope-mcp-server trustscope_approvetrustscope_check_detectiontrustscope_check_policy+8 | 11 | 2026-07-28+ | 49/100 | F |
| 13 | vulnerability-intelligence-mcp-server firetix/vulnerability-intelligence-mcp-server calculate_cvss_scorecve_lookupget_epss_score+5 | 8 | 2026-07-28+ | 49/100 | F |
| 14 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 15 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 16 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 17 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 18 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 19 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 20 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 21 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 22 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 23 | 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 |
| 24 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 25 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 26 | omcp_py fastomop/omcp_py Get_information_SchemaSelect_Queryanalyze_omop_data+11 | 14 | <=2025-11-25 | 48/100 | F |
| 27 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 28 | 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 |
| 29 | sark apathy-ca/sark invoke_toollist_serverslist_tools+1 | 4 | 2026-07-28+ | 48/100 | F |
| 30 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 31 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 32 | GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 | 5 | <=2025-11-25 | 47/100 | F |
| 33 | 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 |
| 34 | 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 |
| 35 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 36 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 37 | dajet-mcp-server zhichkin/dajet-mcp-server ExecuteQueryGetDatabaseDescriptionGetDatabaseMetadata+7 | 10 | 2025-06-18+ | 47/100 | F |
| 38 | mcp-ticketer bobmatnyc/mcp-ticketer attachmentticket_analyzeticket_bulk+1 | 4 | 2026-07-28+ | 47/100 | F |
| 39 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 40 | release-mcp-server savitaashture/release-mcp-server configure-hack-repocreate-release-branchescreate-release-plans | 3 | <=2025-11-25 | 47/100 | F |
| 41 | server-mcp alex-v08/server-mcp github_authgithub_create_issuegithub_create_repo+14 | 17 | 2026-07-28+ | 47/100 | F |
| 42 | sopr-mcp snapback-dev/sopr-mcp cachecheckgraph+5 | 8 | 2025-06-18+ | 47/100 | F |
| 43 | vmware-vcenter-mcp uldyssian-sh/vmware-vcenter-mcp create_clustercreate_datacentercreate_vm+3 | 6 | <=2025-11-25 | 47/100 | F |
| 44 | zapgit AstraBert/zapgit discord_send_channel_messagegithub_create_commentgithub_create_issue+2 | 5 | 2026-07-28+ | 47/100 | F |
| 45 | AI-Agents-Orchestrator hoangsonww/AI-Agents-Orchestrator agentic_team_configagentic_team_executeagentic_team_health+16 | 19 | 2026-07-28+ | 46/100 | F |
| 46 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 47 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 48 | Terraform-VCS-MCP roleesinha2020/Terraform-VCS-MCP create_oauth_clientcreate_vcs_workspaceget_oauth_tokens+2 | 5 | 2026-07-28+ | 46/100 | F |
| 49 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 50 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |