Loading ToolBench
673 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | mcp-karpenter-documentation martoc/mcp-karpenter-documentation read_documentationsearch_documentation |
| 2 |
| 2026-07-28+ |
| 61/100 |
| C |
| 102 | mcp-nix felixdorn/mcp-nix find_nixpkgs_commit_with_package_versionhelp_for_stdlib_functionlist_versions+6 | 9 | 2026-07-28+ | 61/100 | C |
| 103 | mcp-server-devops kogunlowo123/mcp-server-devops ansible_run_playbookdocker_builddocker_list_containers+3 | 6 | 2026-07-28+ | 61/100 | C |
| 104 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 105 | netlify-mcp MCERQUA/netlify-mcp createSiteFromGitHubdeleteSitegetSite+1 | 4 | 2026-07-28+ | 61/100 | C |
| 106 | open-code-review raye-deng/open-code-review explain_issueheal_codescan_diff+1 | 4 | 2026-07-28+ | 61/100 | C |
| 107 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 108 | otel-instrumentation-mcp liatrio-labs/otel-instrumentation-mcp get_demo_services_by_languageget_demo_services_docget_docs_by_language+6 | 9 | <=2025-11-25 | 61/100 | C |
| 109 | rails-informant 6temes/rails-informant annotate_errordelete_errorget_error+11 | 14 | 2026-07-28+ | 61/100 | C |
| 110 | xProof jasonxkensei/xProof xproof_certify | 1 | 2026-07-28+ | 61/100 | C |
| 111 | DevOpsMCP-Server JH-A-Kim/DevOpsMCP-Server basic_greeting_testcheck_port_listeningcheck_process_running+6 | 9 | 2026-07-28+ | 60/100 | C |
| 112 | MCP---Server MikeGSA/MCP---Server enable_toolsetget_meget_team_members+3 | 6 | 2026-07-28+ | 60/100 | C |
| 113 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 114 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 115 | docker-agent-backend ahmed-gelemli/docker-agent-backend docker_healthdocker_versionget_container+7 | 10 | <=2025-11-25 | 60/100 | C |
| 116 | forge initializ/forge browser_clickbrowser_extractbrowser_fill+7 | 10 | 2026-07-28+ | 60/100 | C |
| 117 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |
| 118 | har os-factory/har har_add_linehar_add_pluginhar_add_work_unit_link+21 | 24 | 2025-06-18+ | 60/100 | C |
| 119 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 120 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 121 | mcp-server-github-actions ofershap/mcp-server-github-actions cancel_runget_runget_run_logs+6 | 9 | 2026-07-28+ | 60/100 | C |
| 122 | mcp-statcan Aryan-Jhaveri/mcp-statcan fetch_vectors_to_databaseget_all_cubes_listget_all_cubes_list_lite+8 | 11 | 2026-07-28+ | 60/100 | C |
| 123 | node-code-sandbox-mcp alfonsograziano/node-code-sandbox-mcp get_dependency_typesrun_jsrun_js_ephemeral+4 | 7 | <=2025-11-25 | 60/100 | C |
| 124 | qa-mcp-server DwonnG/qa-mcp-server qa_add_commentqa_check_dependabot_alertsqa_check_lambda_deployment+19 | 22 | <=2025-11-25 | 60/100 | C |
| 125 | sysmetrics-mcp raythurman2386/sysmetrics-mcp get_alertsget_cpu_metricsget_disk_io_metrics+16 | 19 | 2026-07-28+ | 60/100 | C |
| 126 | terraview leonamvasquez/terraview terraview_cacheterraview_diagramterraview_explain+8 | 11 | 2026-07-28+ | 60/100 | C |
| 127 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 128 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 129 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 130 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 | 59/100 | D |
| 131 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 132 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 133 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 134 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 135 | dotnet-docker-kali-mcp-server timsonner/dotnet-docker-kali-mcp-server kali-container-restartkali-container-statuskali-container-stop+1 | 4 | <=2025-11-25 | 59/100 | D |
| 136 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 137 | go-docker-images-mcp takanoriyanagitani/go-docker-images-mcp images | 1 | 2026-07-28+ | 59/100 | D |
| 138 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 139 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 140 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 141 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 142 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 143 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 144 | plugin-devtools-docker orchestra-mcp/plugin-devtools-docker docker_compose_downdocker_compose_updocker_exec+7 | 10 | 2026-07-28+ | 59/100 | D |
| 145 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 146 | sandy jamestelfer/sandy primesandy_checksandy_create_session+3 | 6 | <=2025-11-25 | 59/100 | D |
| 147 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 148 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 149 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 150 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |