Loading ToolBench
403 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | tf-mcp-server liuwuliuyun/tf-mcp-server audit_coveragecheck_aztfexport_installationexport_azure_resources_with_aztfexport+14 | 17 | 2026-07-28+ | 62/100 |
| 52 | vibe-flow Monkey-D-Luisi/vibe-flow agent.nudgemetrics.refresh | 2 | <=2025-11-25 | 62/100 | C |
| 53 | aws-tf-modules-mcp-server SantyagoSeaman/aws-tf-modules-mcp-server get_modulemodules_listsearch_modules | 3 | <=2025-11-25 | 61/100 | C |
| 54 | delimit-mcp-server delimit-ai/delimit-mcp-server cost_analyzecost_optimizedesign_extract_tokens+10 | 13 | 2026-07-28+ | 61/100 | C |
| 55 | gh-actions-mcp denysvitali/gh-actions-mcp analyze_timingdiagnose_failuredownload_artifact+9 | 12 | 2025-06-18+ | 61/100 | C |
| 56 | git-steer ry-ops/git-steer fabric_cve_compactfabric_cve_enrichfabric_cve_queue+24 | 27 | 2026-07-28+ | 61/100 | C |
| 57 | mcp-karpenter-documentation martoc/mcp-karpenter-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 58 | mcp-nix felixdorn/mcp-nix find_nixpkgs_commit_with_package_versionhelp_for_stdlib_functionlist_versions+6 | 9 | 2026-07-28+ | 61/100 | C |
| 59 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 60 | netlify-mcp MCERQUA/netlify-mcp createSiteFromGitHubdeleteSitegetSite+1 | 4 | 2026-07-28+ | 61/100 | C |
| 61 | open-code-review raye-deng/open-code-review explain_issueheal_codescan_diff+1 | 4 | 2026-07-28+ | 61/100 | C |
| 62 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 63 | 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 |
| 64 | rails-informant 6temes/rails-informant annotate_errordelete_errorget_error+11 | 14 | 2026-07-28+ | 61/100 | C |
| 65 | xProof jasonxkensei/xProof xproof_certify | 1 | 2026-07-28+ | 61/100 | C |
| 66 | MCP---Server MikeGSA/MCP---Server enable_toolsetget_meget_team_members+3 | 6 | 2026-07-28+ | 60/100 | C |
| 67 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 68 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |
| 69 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 70 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 71 | mcp-server-github-actions ofershap/mcp-server-github-actions cancel_runget_runget_run_logs+6 | 9 | 2026-07-28+ | 60/100 | C |
| 72 | qa-mcp-server DwonnG/qa-mcp-server qa_add_commentqa_check_dependabot_alertsqa_check_lambda_deployment+19 | 22 | <=2025-11-25 | 60/100 | C |
| 73 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 74 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 75 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 76 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 77 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 78 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 79 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 80 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 81 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 82 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 83 | 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 |
| 84 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 85 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 86 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 87 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 88 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 89 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 90 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 91 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 92 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 93 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 94 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 95 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 96 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 97 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 98 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 99 | repo-knowledge mcp-tool-shop-org/repo-knowledge add_relationshipadd_repo_notearchive_repo+19 | 22 | 2026-07-28+ | 57/100 | D |
| 100 | smitheryai-mcp-servers-github geobio/smitheryai-mcp-servers-github add_issue_commentcreate_issuecreate_or_update_file+18 | 21 | 2026-07-28+ | 57/100 | D |