Loading ToolBench
765 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP container_killdelete_experimenthealth_check+11 | 14 | <=2025-11-25 | 59/100 | D |
| 2 | CodeRAG maciek-O-digiaidev/CodeRAG |
| 6 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 4 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 5 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 6 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 7 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 8 | mcp-server-templates Data-Everything/mcp-server-templates add_ticket_commentcreate_ticketcreate_user+13 | 16 | <=2025-11-25 | 59/100 | D |
| 9 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 10 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 11 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 12 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 13 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 14 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 15 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 16 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 17 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 18 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 19 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 20 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 21 | kops kaka-milan-22/kops k8s_describek8s_eventsk8s_get+3 | 6 | 2026-07-28+ | 58/100 | D |
| 22 | logsift fulminate-io/logsift list_sourcesreducesearch | 3 | 2026-07-28+ | 58/100 | D |
| 23 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 24 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 25 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 26 | mcp-kubernetes-ro patrickdappollonio/mcp-kubernetes-ro base64_decodebase64_encodeget_logs+3 | 6 | <=2025-11-25 | 58/100 | D |
| 27 | mcp-server-kubernetes kogunlowo123/mcp-server-kubernetes apply_manifestget_eventsget_pod_logs+5 | 8 | 2026-07-28+ | 58/100 | D |
| 28 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 29 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 30 | personal-kb-mcp jason-weddington/personal-kb-mcp kb_askkb_bulk_updatekb_explore+13 | 16 | <=2025-11-25 | 58/100 | D |
| 31 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 32 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 33 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 34 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 35 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 36 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 37 | contextplus-rs mrsufgi/contextplus-rs add_interlinked_contextattach_worktreecreate_relation+12 | 15 | <=2025-11-25 | 57/100 | D |
| 38 | controlplane-mcp-server upbound/controlplane-mcp-server get_pod_eventsget_pod_logs | 2 | <=2025-11-25 | 57/100 | D |
| 39 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 40 | k8s-mcp-server reza-gholizade/k8s-mcp-server createOrUpdateResourceJSONcreateOrUpdateResourceYAMLdeleteResource+19 | 22 | 2026-07-28+ | 57/100 | D |
| 41 | kubernetes-mcp kkb0318/kubernetes-mcp describe_resourcelist_contextslist_events+1 | 4 | 2026-07-28+ | 57/100 | D |
| 42 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 43 | mcp-cluster-api linode/mcp-cluster-api check_upgrade_eligibilityget_clusterget_cluster_kubeconfig+5 | 8 | <=2025-11-25 | 57/100 | D |
| 44 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 45 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 46 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 47 | mycop AbdumajidRashidov/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 57/100 | D |
| 48 | nmcp nwrx/nmcp createServerdeleteServergetServerByName+2 | 5 | <=2025-11-25 | 57/100 | D |
| 49 | obsidian-mcp-server Vasallo94/obsidian-mcp-server canvas.add_cardcanvas.add_edgecanvas.add_group+21 | 24 | <=2025-11-25 | 57/100 | D |
| 50 | ollama-mcp-bridge jonigl/ollama-mcp-bridge get_current_temperature | 1 | <=2025-11-25 | 57/100 | D |