Loading ToolBench
248 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | blender-open-mcp dhakalnirajan/blender-open-mcp blender_ai_promptblender_create_objectblender_delete_object+10 | 13 | <=2025-11-25 | 69/100 | C |
| 2 | bridge-mcp muchiny/bridge-mcp |
| 4 |
| <=2025-11-25 |
| 69/100 |
| C |
| 3 | clarifyprompt-mcp LumabyteCo/clarifyprompt-mcp apply_elicited_answersbuild_context_bundleclarify_with_user+21 | 24 | 2026-07-28+ | 69/100 | C |
| 4 | dvalincode arthurpanhku/dvalincode dvalin_begin_verificationdvalin_get_evidencedvalin_get_finding+6 | 9 | 2025-06-18+ | 69/100 | C |
| 5 | mcp-giantswarm-apps giantswarm/mcp-giantswarm-apps app_createapp_deleteapp_get+13 | 16 | 2026-07-28+ | 69/100 | C |
| 6 | mcp-markdown-vault wirux/mcp-markdown-vault bulk_readeditsearch+2 | 5 | 2026-07-28+ | 69/100 | C |
| 7 | mcp-ssh-bridge muchiny/mcp-ssh-bridge mcp_call_toolmcp_describe_toolmcp_list_tool_groups+1 | 4 | <=2025-11-25 | 69/100 | C |
| 8 | mcp-vector-memory wyckit/mcp-vector-memory cognitive_statscollapse_clustercreate_cluster+14 | 17 | 2026-07-28+ | 69/100 | C |
| 9 | narnia ncosentino/narnia build_schedule_packagecreate_scheduledelete_local_sessions+24 | 27 | 2026-07-28+ | 69/100 | C |
| 10 | notemesh ChangeNode/notemesh append_to_noteattachment_metabacklinks+35 | 38 | 2026-07-28+ | 69/100 | C |
| 11 | ralph-mcp carlos132nx/ralph-mcp ralph_batch_startralph_doctorralph_get+9 | 12 | 2026-07-28+ | 69/100 | C |
| 12 | tool-compass mcp-tool-shop-org/tool-compass bridge:add_bridge_contentbridge:archive_projectbridge:create_checkpoint+16 | 19 | 2026-07-28+ | 69/100 | C |
| 13 | vision-tool farhanic017/vision-tool analyze_imageanalyze_video | 2 | 2026-07-28+ | 69/100 | C |
| 14 | weave Ataraxy-Labs/weave weave_agent_heartbeatweave_agent_registerweave_claim_entity+15 | 18 | <=2025-11-25 | 69/100 | C |
| 15 | AgentRunKit Tom-Ryder/AgentRunKit edit_filegit_diffglob+7 | 10 | 2026-07-28+ | 68/100 | C |
| 16 | DevProjex Avazbek22/DevProjex analyzeget_fileget_tree+4 | 7 | 2025-06-18+ | 68/100 | C |
| 17 | MonkeyLLM JimmyWesley/MonkeyLLM calendarcoverageforests+14 | 17 | 2026-07-28+ | 68/100 | C |
| 18 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 19 | aide jmylchreest/aide code_outlinecode_read_checkcode_read_symbol+19 | 22 | 2026-07-28+ | 68/100 | C |
| 20 | cicada wende/cicada expand_resultgit_historyquery+4 | 7 | 2026-07-28+ | 68/100 | C |
| 21 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 22 | contextify atakanatali/contextify consolidate_memoriescreate_relationshipdelete_memory+10 | 13 | 2026-07-28+ | 68/100 | C |
| 23 | crapkit JeanFrancoisGagne/crapkit get_function_briefget_function_historyget_mutation+9 | 12 | 2025-06-18+ | 68/100 | C |
| 24 | document-mcp yairwein/document-mcp get_catalogget_document_inforeindex_document+1 | 4 | 2026-07-28+ | 68/100 | C |
| 25 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 26 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 27 | icm rtk-ai/icm icm_facts_forgeticm_facts_geticm_facts_list+17 | 20 | 2026-07-28+ | 68/100 | C |
| 28 | k8s-ariadne-rs REASY/k8s-ariadne-rs graph_healthgraph_querygraph_schema | 3 | <=2025-11-25 | 68/100 | C |
| 29 | kotadb jayminwest/kotadb analyze_change_impactfind_usagesgenerate_task_context+15 | 18 | 2026-07-28+ | 68/100 | C |
| 30 | kube-lint-mcp sophotechlabs/kube-lint-mcp argocd_app_diffargocd_app_getargocd_app_list+9 | 12 | 2026-07-28+ | 68/100 | C |
| 31 | madrileno madrileno-dev/madrileno madrileno_changesmadrileno_diffmadrileno_doc+3 | 6 | 2026-07-28+ | 68/100 | C |
| 32 | mcp-gateway microsoft/mcp-gateway builtin_bashbuiltin_read_filebuiltin_write_file | 3 | 2026-07-28+ | 68/100 | C |
| 33 | mcp-server-kubernetes Flux159/mcp-server-kubernetes cleanupexec_in_podexplain_resource+20 | 23 | 2026-07-28+ | 68/100 | C |
| 34 | mcp_agent_mail Dicklesworthstone/mcp_agent_mail acknowledge_messagecreate_agent_identityensure_project+8 | 11 | 2025-06-18+ | 68/100 | C |
| 35 | mock-fleet letsrokk/mock-fleet count_requestscreate_stubdelete_body_file+29 | 32 | 2025-06-18+ | 68/100 | C |
| 36 | open-zk-kb mrosnerr/open-zk-kb knowledge-contextknowledge-getknowledge-health+7 | 10 | 2026-07-28+ | 68/100 | C |
| 37 | polyglot-mcp mcp-tool-shop-org/polyglot-mcp check_statuslist_languagestranslate+3 | 6 | 2026-07-28+ | 68/100 | C |
| 38 | streamshub-mcp streamshub/streamshub-mcp assess_kafka_cluster_upgrade_readinessdiagnose_kafka_clusterdiagnose_kafka_cluster_connectivity+7 | 10 | 2026-07-28+ | 68/100 | C |
| 39 | RoselineMCP Atypical-Consulting/RoselineMCP analyze_solutionapply_fixescheck_compilation+11 | 14 | 2025-06-18+ | 67/100 | C |
| 40 | Stash-MCP dylanturn/Stash-MCP abort_content_transactionblame_contentcommit_content_transaction+13 | 16 | 2026-07-28+ | 67/100 | C |
| 41 | claude-memory daringanitch/claude-memory delete_memoryget_memoryget_projects+7 | 10 | <=2025-11-25 | 67/100 | C |
| 42 | greenroom chrisbrickey/greenroom categorize_genrescompare_llm_responsesdiscover_films+5 | 8 | 2026-07-28+ | 67/100 | C |
| 43 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 44 | infrabroker luisgf/infrabroker k8s_applyk8s_deletek8s_get+10 | 13 | 2025-06-18+ | 67/100 | C |
| 45 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 46 | kubernetes-mcp achetronic/kubernetes-mcp apply_manifestdiff_manifestexec_command+9 | 12 | 2026-07-28+ | 67/100 | C |
| 47 | libsrc-mcp fprochazka/libsrc-mcp get_library_sources | 1 | <=2025-11-25 | 67/100 | C |
| 48 | mcp-kubernetes giantswarm/mcp-kubernetes api_resourcesapplycan_i+21 | 24 | 2026-07-28+ | 67/100 | C |
| 49 | mem0-mcp-selfhosted elvismdev/mem0-mcp-selfhosted add_memorybulk_delete_memoriesdelete_memory+8 | 11 | <=2025-11-25 | 67/100 | C |
| 50 | obsidian-mcp-pro rps321321/obsidian-mcp-pro append_to_noteindex_vault | 2 | <=2025-11-25 | 67/100 | C |