Loading ToolBench
619 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 251 | memory-shell-mcp RuoJi6/memory-shell-mcp download_detector_toolsexecute_command | 2 | 2026-07-28+ |
| 51/100 |
| D |
| 252 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 253 | opsmate Paffin/opsmate docker_compose_logsdocker_compose_psdocker_exec+27 | 30 | 2026-07-28+ | 51/100 | D |
| 254 | plugin-devtools-devops orchestra-mcp/plugin-devtools-devops devops_deploydevops_env_varsdevops_list_deployments+5 | 8 | 2026-07-28+ | 51/100 | D |
| 255 | sample-dlc-mcp-server aws-samples/sample-dlc-mcp-server build_custom_dlc_imagecheck_aws_configurationcheck_docker_availability+20 | 23 | <=2025-11-25 | 51/100 | D |
| 256 | swag-mcp jmagar/swag-mcp generate_config_from_templateswag_createswag_get+5 | 8 | 2025-06-18+ | 51/100 | D |
| 257 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 258 | vssh light-merlin-dark/vssh commandsconfigdls+15 | 18 | 2026-07-28+ | 51/100 | D |
| 259 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 260 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 261 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 262 | Snaplicator bhpark1013/Snaplicator add_table_to_publicationchoose_publicationcompare_schemas+25 | 28 | 2026-07-28+ | 50/100 | D |
| 263 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 264 | docker-mcp rameshcreations/docker-mcp container_statsdelete_containerget_logs+5 | 8 | 2026-07-28+ | 50/100 | D |
| 265 | docs-mcp-server pipe-cd/docs-mcp-server read_docssearch_docs | 2 | 2026-07-28+ | 50/100 | D |
| 266 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 267 | erp-report-engine gulmezeren2-byte/erp-report-engine agingcheck_querydescribe_model+3 | 6 | 2026-07-28+ | 50/100 | D |
| 268 | github-enterprise-mcp ddukbg/github-enterprise-mcp cancel-workflow-runcreate-issuedisable-workflow+19 | 22 | 2026-07-28+ | 50/100 | D |
| 269 | markdy-com HoangYell/markdy-com complete_markdy_codeexplain_markdyget_templates+9 | 12 | 2026-07-28+ | 50/100 | D |
| 270 | mcp-await ricardo-hdrn/mcp-await cancel_watchget_watchwait_for_command+6 | 9 | <=2025-11-25 | 50/100 | D |
| 271 | mcp-dependency-version Tripletex/mcp-dependency-version analyze_dependenciescheck_vulnerabilitiesfind_parent_version+4 | 7 | 2026-07-28+ | 50/100 | D |
| 272 | mcp-modules-rust l3ocifer/mcp-modules-rust create_documentcreate_memorycreate_presentation+8 | 11 | <=2025-11-25 | 50/100 | D |
| 273 | mcp-project-orchestrator sparesparrow/mcp-project-orchestrator build_openssl_for_platformscreate_openssl_ci_workflowcreate_openssl_release+2 | 5 | 2026-07-28+ | 50/100 | D |
| 274 | memvid_mcp_server angrysky56/memvid_mcp_server add_chunksadd_pdfadd_text+4 | 7 | <=2025-11-25 | 50/100 | D |
| 275 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 276 | sunaba chyna-gvng/sunaba env_cleanenv_startenv_status+4 | 7 | <=2025-11-25 | 50/100 | D |
| 277 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 278 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 279 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 280 | debugger-mcp-server tonyredondo/debugger-mcp-server analyzeanalyzeCrashanalyzeCrashWithAi+9 | 12 | <=2025-11-25 | 49/100 | F |
| 281 | github-mcp-server-go metoro-io/github-mcp-server-go add_issue_commentcreate_branchcreate_issue+14 | 17 | 2026-07-28+ | 49/100 | F |
| 282 | mcp tenzir/mcp docs_readdocs_searchmake_ocsf_mapping+1 | 4 | 2025-06-18+ | 49/100 | F |
| 283 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 284 | mcp-monitoring-agent abubakar61170/mcp-monitoring-agent consult_runbookcreate_dynamic_alertexecute_remediation_action+4 | 7 | 2026-07-28+ | 49/100 | F |
| 285 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 286 | sandbox-mcp Tsuchijo/sandbox-mcp create_container_environmentcreate_file_in_containerexecute_command_in_container+3 | 6 | 2026-07-28+ | 49/100 | F |
| 287 | texas polatengin/texas generate_modulesget_avm_module_detailsmcp_find_avm_modules | 3 | 2026-07-28+ | 49/100 | F |
| 288 | trustscope-mcp-server adam-trustscope/trustscope-mcp-server trustscope_approvetrustscope_check_detectiontrustscope_check_policy+8 | 11 | 2026-07-28+ | 49/100 | F |
| 289 | unraid-management-agent ruaan-deysel/unraid-management-agent array_actioncheck_container_updatecheck_container_updates+32 | 35 | 2026-07-28+ | 49/100 | F |
| 290 | vulnerability-intelligence-mcp-server firetix/vulnerability-intelligence-mcp-server calculate_cvss_scorecve_lookupget_epss_score+5 | 8 | 2026-07-28+ | 49/100 | F |
| 291 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 292 | docker-mcp-server 0xshariq/docker-mcp-server docker-builddocker-composedocker-containers+8 | 11 | <=2025-11-25 | 48/100 | F |
| 293 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 294 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 295 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 296 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 297 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 298 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 299 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 300 | 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 |