Loading ToolBench
119 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 2 |
| codeclone orenlab/codeclone analyze_changed_pathsanalyze_repositorycheck_patch_contract+18 |
| 21 |
| 2026-07-28+ |
| 73/100 |
| B |
| 3 | flyto-indexer flytohub/flyto-indexer auditbatch_impact_analysischeck_and_reindex+11 | 14 | 2026-07-28+ | 73/100 | B |
| 4 | agent-security-scanner-mcp sinewaveai/agent-security-scanner-mcp check_packageclawproof_healthevaluate_compliance+19 | 22 | 2026-07-28+ | 71/100 | B |
| 5 | fleetpkg-mcp andrewkroh/fleetpkg-mcp fleetpkg_execute_sql_queryfleetpkg_get_sql_tablesfleetpkg_match_ecs_fields+4 | 7 | 2026-07-28+ | 70/100 | B |
| 6 | dvalincode arthurpanhku/dvalincode dvalin_begin_verificationdvalin_get_evidencedvalin_get_finding+6 | 9 | 2025-06-18+ | 69/100 | C |
| 7 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 8 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 9 | agent-bom msaad00/agent-bom create_ticketdiffexample_asset_posture+5 | 8 | 2026-07-28+ | 67/100 | C |
| 10 | contex cahoots-org/contex assign_role_endpointcreate_keyexport_audit_events+13 | 16 | 2026-07-28+ | 66/100 | C |
| 11 | lgh JoeGlenn1213/lgh lgh_actiond_logslgh_addlgh_clone+10 | 13 | <=2025-11-25 | 66/100 | C |
| 12 | sync-worktrees yordan-kanchelov/sync-worktrees create_worktreedetect_contextget_worktree_status+6 | 9 | 2025-06-18+ | 66/100 | C |
| 13 | mcp arm/mcp check_imageknowledge_base_searchmca+2 | 5 | 2026-07-28+ | 65/100 | C |
| 14 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 15 | station cloudshipai/station codecoding_branchcoding_close+3 | 6 | 2026-07-28+ | 63/100 | C |
| 16 | envector-mcp-server CryptoLabInc/envector-mcp-server create_indexdeletedelete_index+9 | 12 | <=2025-11-25 | 62/100 | C |
| 17 | mcp-cyclops cyclops-ui/mcp-cyclops create_modulecreate_module_manifestget_module+6 | 9 | <=2025-11-25 | 62/100 | C |
| 18 | delimit-mcp-server delimit-ai/delimit-mcp-server cost_analyzecost_optimizedesign_extract_tokens+10 | 13 | 2026-07-28+ | 61/100 | C |
| 19 | open-code-review raye-deng/open-code-review explain_issueheal_codescan_diff+1 | 4 | 2026-07-28+ | 61/100 | C |
| 20 | rails-informant 6temes/rails-informant annotate_errordelete_errorget_error+11 | 14 | 2026-07-28+ | 61/100 | C |
| 21 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |
| 22 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 23 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 24 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 25 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 26 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 27 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 28 | tecton-mcp tecton-ai/tecton-mcp get_full_tecton_sdk_reference_toolquery_documentation_index_toolquery_example_code_snippet_index_tool+3 | 6 | <=2025-11-25 | 58/100 | D |
| 29 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 30 | dev-tools-mcp denis-42ds/dev-tools-mcp audit_dockerfilegenerate_release_notesscan_tech_debt | 3 | 2026-07-28+ | 55/100 | D |
| 31 | mcp-devkit FlynntDev/mcp-devkit audit_dockercode_checkdependency_guard+4 | 7 | <=2025-11-25 | 55/100 | D |
| 32 | omni-dev rust-works/omni-dev ai_chatatlassian_auth_statusatlassian_convert+5 | 8 | 2026-07-28+ | 55/100 | D |
| 33 | AnyIDE keyurgolani/AnyIDE docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 54/100 | D |
| 34 | nfreconfig-mcp-server bactp/nfreconfig-mcp-server argocd_sync_appcluster_scan_topologyecho+2 | 5 | 2025-06-18+ | 54/100 | D |
| 35 | pixeltable-mcp-server pixeltable/pixeltable-mcp-server add_computed_columncreate_querycreate_table+19 | 22 | <=2025-11-25 | 54/100 | D |
| 36 | rag-template ydkulks/rag-template clear_documentsget_statsingest_csv+2 | 5 | 2026-07-28+ | 54/100 | D |
| 37 | huggingface_mcp Talos-AI-Solutions/huggingface_mcp check_dataset_validityfilter_datasetget_dataset_first_rows+9 | 12 | <=2025-11-25 | 53/100 | D |
| 38 | mcp-devtools-server rshade/mcp-devtools-server actionlintcodeReviewdotenvEnvironment+6 | 9 | <=2025-11-25 | 53/100 | D |
| 39 | plugin-devtools-git orchestra-mcp/plugin-devtools-git gh_actions_statusgh_issue_commentgh_issue_create+17 | 20 | 2026-07-28+ | 53/100 | D |
| 40 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 41 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 42 | Mosaic seiggy/Mosaic clear_memorygenerate_diagramget_repository_graph_stats+8 | 11 | <=2025-11-25 | 52/100 | D |
| 43 | ckb SimplyLiz/ckb annotationGetannotationListannotationSet+3 | 6 | 2026-07-28+ | 52/100 | D |
| 44 | k8s-auto-heal-mcp-server sandeep-soorya-kumar/k8s-auto-heal-mcp-server auto_fix_crash_loopauto_fix_high_memoryauto_fix_oom+14 | 17 | 2026-07-28+ | 52/100 | D |
| 45 | ai-sre nachtschatt3n/ai-sre flux_reconcileflux_statusgit_commit+18 | 21 | <=2025-11-25 | 51/100 | D |
| 46 | hf-trending-mcp kukapay/hf-trending-mcp get_trending_datasetsget_trending_modelsget_trending_spaces+1 | 4 | 2026-07-28+ | 51/100 | D |
| 47 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 48 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 49 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 50 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |