Loading ToolBench
680 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | klaus-operator giantswarm/klaus-operator create_instancedelete_instanceget_instance+11 | 14 |
| 84/100 |
| A |
| 2 | cratedex 0xCarbon/cratedex get_diagnosticsindex_projectlist_projects+1 | 4 | 2026-07-28+ | 82/100 | A |
| 3 | mcp-everything 4eyedengineer/mcp-everything call_toolcontinue_generationgenerate_mcp_server+6 | 9 | 2026-07-28+ | 82/100 | A |
| 4 | rails-hyperdrive rails-hyperdrive/rails-hyperdrive describe_applist_modelslist_routes+5 | 8 | 2026-07-28+ | 79/100 | B |
| 5 | ai-dev-tools Lichens-Innovation/ai-dev-tools semantic-search-workspace-files | 1 | 2026-07-28+ | 78/100 | B |
| 6 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 7 | bothread AdamACE9/bothread cancel_handoffcheck_filesclaim_files+16 | 19 | <=2025-11-25 | 76/100 | B |
| 8 | MARM-Systems Lyellr88/MARM-Systems marm_code_contextmarm_code_lookupmarm_compaction+13 | 16 | <=2025-11-25 | 75/100 | B |
| 9 | leantoken morluto/leantoken filesoutlineread+1 | 4 | <=2025-11-25 | 75/100 | B |
| 10 | ai-nexus mosesy5688-cell/ai-nexus free2aitools_comparefree2aitools_explainfree2aitools_rank+2 | 5 | 2026-07-28+ | 74/100 | B |
| 11 | gnosis-mcp nicholasglazer/gnosis-mcp delete_docget_contextget_doc+8 | 11 | 2026-07-28+ | 74/100 | B |
| 12 | ios-forensics-mcp RLabs-Inc/ios-forensics-mcp analyze_schemaanalyze_walexecute_query+8 | 11 | <=2025-11-25 | 74/100 | B |
| 13 | kodit helixml/kodit kodit_api_docskodit_architecture_docskodit_commit_description+12 | 15 | 2026-07-28+ | 74/100 | B |
| 14 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 15 | mimirs TheWinci/mimirs annotateco_changecreate_checkpoint+19 | 22 | 2026-07-28+ | 73/100 | B |
| 16 | CTX halloffame12/CTX ctx_dependenciesctx_dependentsctx_project+3 | 6 | 2026-07-28+ | 72/100 | B |
| 17 | DocGraph Detective-XH/DocGraph docgraph_contextdocgraph_filesdocgraph_node+1 | 4 | 2026-07-28+ | 72/100 | B |
| 18 | core-memory-kit LH8PPL/core-memory-kit mk_citemk_expandmk_forget+10 | 13 | <=2025-11-25 | 72/100 | B |
| 19 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 20 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 21 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 22 | openapi-k8s-mcp-server waabox/openapi-k8s-mcp-server get_operation_detailsget_operationsinvoke_endpoint+1 | 4 | 2026-07-28+ | 71/100 | B |
| 23 | workspace-metabolism metabolism-tools/workspace-metabolism wm_auditwm_cleanwm_db_check+6 | 9 | 2026-07-28+ | 71/100 | B |
| 24 | codebase-memory yuga-hashimoto/codebase-memory forgetproject_summaryrecall+2 | 5 | 2026-07-28+ | 70/100 | B |
| 25 | context-bunker-mcp tonghaoch/context-bunker-mcp find_referencesfind_symbolfind_unused_code+13 | 16 | <=2025-11-25 | 70/100 | B |
| 26 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 27 | fleetpkg-mcp andrewkroh/fleetpkg-mcp fleetpkg_execute_sql_queryfleetpkg_get_sql_tablesfleetpkg_match_ecs_fields+4 | 7 | 2026-07-28+ | 70/100 | B |
| 28 | herald kOlapsis/herald cancel_taskcheck_taskget_diff+7 | 10 | <=2025-11-25 | 70/100 | B |
| 29 | kubefwd txn2/kubefwd add_namespaceadd_servicediagnose_errors+20 | 23 | 2026-07-28+ | 70/100 | B |
| 30 | subm-mcp-server vthapar/subm-mcp-server create_serviceexportdelete_serviceexportget_resource+5 | 8 | 2026-07-28+ | 70/100 | B |
| 31 | Moon-Injector Piotrixek/Moon-Injector check_dll_debug_infocreate_workspacedelete_workspace+12 | 15 | 2026-07-28+ | 69/100 | C |
| 32 | bridge-mcp muchiny/bridge-mcp mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 33 | clarifyprompt-mcp LumabyteCo/clarifyprompt-mcp apply_elicited_answersbuild_context_bundleclarify_with_user+21 | 24 | 2026-07-28+ | 69/100 | C |
| 34 | mcp-giantswarm-apps giantswarm/mcp-giantswarm-apps app_createapp_deleteapp_get+13 | 16 | 2026-07-28+ | 69/100 | C |
| 35 | mcp-ssh-bridge muchiny/mcp-ssh-bridge mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 36 | memento-vault sandsower/memento-vault memento_briefingmemento_build_tool_contextmemento_capture+10 | 13 | 2025-06-18+ | 69/100 | C |
| 37 | oktsec oktsec/oktsec audit_queryget_policylist_agents+3 | 6 | <=2025-11-25 | 69/100 | C |
| 38 | procontext procontexthq/procontext read_outlineread_pageresolve_library+1 | 4 | 2026-07-28+ | 69/100 | C |
| 39 | Quartermaster Tanshaydar/Quartermaster audit_projectget_asset_detailsget_stack_recommendations+6 | 9 | 2026-07-28+ | 68/100 | C |
| 40 | ast-copilot-helper EvanDodds/ast-copilot-helper get-annotationget-file-statslist-files+2 | 5 | <=2025-11-25 | 68/100 | C |
| 41 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 42 | k8s-ariadne-rs REASY/k8s-ariadne-rs graph_healthgraph_querygraph_schema | 3 | <=2025-11-25 | 68/100 | C |
| 43 | kotadb jayminwest/kotadb analyze_change_impactfind_usagesgenerate_task_context+15 | 18 | 2026-07-28+ | 68/100 | C |
| 44 | kube-lint-mcp sophotechlabs/kube-lint-mcp argocd_app_diffargocd_app_getargocd_app_list+9 | 12 | 2026-07-28+ | 68/100 | C |
| 45 | mcp-gateway microsoft/mcp-gateway builtin_bashbuiltin_read_filebuiltin_write_file | 3 | 2026-07-28+ | 68/100 | C |
| 46 | mcp-server-kubernetes Flux159/mcp-server-kubernetes cleanupexec_in_podexplain_resource+20 | 23 | 2026-07-28+ | 68/100 | C |
| 47 | mock-fleet letsrokk/mock-fleet count_requestscreate_stubdelete_body_file+29 | 32 | 2025-06-18+ | 68/100 | C |
| 48 | project-cortex mvp-joe/project-cortex cortex_exactcortex_filescortex_graph+2 | 5 | 2026-07-28+ | 68/100 | C |
| 49 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 50 | securellm-mcp marcosfpina/securellm-mcp cache_statsdoc_coveragedoc_generate+9 | 12 | <=2025-11-25 | 68/100 | C |