Loading ToolBench
404 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AIDaemon EvalVis/AIDaemon addParticipantaddSmitheryMcpcancelJob+19 | 22 | 2026-07-28+ | 59/100 | D |
| 2 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP container_killdelete_experimenthealth_check |
| 14 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 4 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 5 | MCP-example Tugapi/MCP-example addaddanalyze_sentiment+8 | 11 | 2026-07-28+ | 59/100 | D |
| 6 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 7 | RAMen Rohit-Dnath/RAMen getrecallremember+2 | 5 | 2026-07-28+ | 59/100 | D |
| 8 | chatsong jingangdidi/chatsong schedule_taskupdate_goal_status | 2 | <=2025-11-25 | 59/100 | D |
| 9 | cloudflareMcpServerTest PrashamTrivedi/cloudflareMcpServerTest parse-resume | 1 | 2026-07-28+ | 59/100 | D |
| 10 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 11 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 12 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 13 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 14 | fenic-examples typedef-ai/fenic-examples read_storysearch_storiessummarize_story | 3 | 2026-07-28+ | 59/100 | D |
| 15 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 16 | knowledge-mcp olafgeibig/knowledge-mcp answerlist_knowledgebasesquery_global+3 | 6 | <=2025-11-25 | 59/100 | D |
| 17 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 18 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 19 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 20 | mcp-server-mariadb-vector DavidRamosSal/mcp-server-mariadb-vector mariadb_create_vector_storemariadb_delete_vector_storemariadb_insert_documents+2 | 5 | 2026-07-28+ | 59/100 | D |
| 21 | mcp-server-templates Data-Everything/mcp-server-templates add_ticket_commentcreate_ticketcreate_user+13 | 16 | <=2025-11-25 | 59/100 | D |
| 22 | memento-mcp gannonh/memento-mcp add_observationscreate_entitiescreate_relations+13 | 16 | <=2025-11-25 | 59/100 | D |
| 23 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 24 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 25 | openai-image-mcp lpenguin/openai-image-mcp generate_image_dalle2generate_image_dalle3generate_image_gpt+3 | 6 | 2026-07-28+ | 59/100 | D |
| 26 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 27 | slimcontext-mcp-server agentailor/slimcontext-mcp-server summarize_messagestrim_messages | 2 | 2026-07-28+ | 59/100 | D |
| 28 | uingest UltraRepo/uingest crawl_single_pageget_available_sourcessearch_documents_by_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 29 | zvec-mcp-server zvec-ai/zvec-mcp-server create_and_open_collectioncreate_indexdelete_documents+14 | 17 | 2026-07-28+ | 59/100 | D |
| 30 | MCP-123 Tylersuard/MCP-123 add | 1 | 2025-06-18+ | 58/100 | D |
| 31 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 32 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 33 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 34 | aegis-memory quantifylabs/aegis-memory add_memoryadd_reflectioncross_agent_query+9 | 12 | 2026-07-28+ | 58/100 | D |
| 35 | claude-code-openai-mcp wynandw87/claude-code-openai-mcp analyze_imageaskbrainstorm+12 | 15 | 2026-07-28+ | 58/100 | D |
| 36 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 37 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 38 | docpull raintree-technology/docpull ensure_docsgrep_docslist_libraries+3 | 6 | 2025-06-18+ | 58/100 | D |
| 39 | doctor sisig-ai/doctor delete_docsfetch_urlget_doc_page+4 | 7 | <=2025-11-25 | 58/100 | D |
| 40 | kops kaka-milan-22/kops k8s_describek8s_eventsk8s_get+3 | 6 | 2026-07-28+ | 58/100 | D |
| 41 | kortx-mcp effatico/kortx-mcp batch-consultconsultcreate-visual+5 | 8 | 2026-07-28+ | 58/100 | D |
| 42 | logsift fulminate-io/logsift list_sourcesreducesearch | 3 | 2026-07-28+ | 58/100 | D |
| 43 | mcp-kubernetes-ro patrickdappollonio/mcp-kubernetes-ro base64_decodebase64_encodeget_logs+3 | 6 | <=2025-11-25 | 58/100 | D |
| 44 | mcp-openai-image 199-mcp/mcp-openai-image create-image | 1 | 2026-07-28+ | 58/100 | D |
| 45 | mcp-server-example-python dedalus-labs/mcp-server-example-python analyze_docsask_docsindex_docs+2 | 5 | 2026-07-28+ | 58/100 | D |
| 46 | mcp-server-kubernetes kogunlowo123/mcp-server-kubernetes apply_manifestget_eventsget_pod_logs+5 | 8 | 2026-07-28+ | 58/100 | D |
| 47 | mcp-simple-openai-assistant andybrandt/mcp-simple-openai-assistant ask_assistant_in_threadcreate_assistantcreate_new_assistant_thread+6 | 9 | 2026-07-28+ | 58/100 | D |
| 48 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 49 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 50 | memvid-mcp kcpatt27/memvid-mcp add_to_memorycreate_memory_bankget_context+4 | 7 | <=2025-11-25 | 58/100 | D |