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415 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AiDex CSCSoftware/AiDex aidex_describeaidex_filesaidex_globalGuideline+25 | 28 | 2026-07-28+ | 59/100 | D |
| 2 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP |
| 14 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 4 | Diffcontext trakshan-mishra/Diffcontext compile_contextexplain_selectionfind_impact+1 | 4 | 2026-07-28+ | 59/100 | D |
| 5 | Git-Branch-History-MCP-Server amaraa87/Git-Branch-History-MCP-Server git_history_compactgit_history_delete_branch_historygit_history_get_branch+3 | 6 | 2026-07-28+ | 59/100 | D |
| 6 | Hydra JinchengGao-Infty/Hydra hydraInfohydraInithydraRun+1 | 4 | 2025-06-18+ | 59/100 | D |
| 7 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 8 | MCP-LMstudio kevin-biot/MCP-LMstudio convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 59/100 | D |
| 9 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 10 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 11 | codebase-context-dumper lex-tools/codebase-context-dumper dump_codebase_context | 1 | 2026-07-28+ | 59/100 | D |
| 12 | coldstart AkashGoenka/coldstart findgs | 2 | 2026-07-28+ | 59/100 | D |
| 13 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 14 | fast_file_search quangdang46/fast_file_search engine_callengine_depsengine_flow+12 | 15 | 2026-07-28+ | 59/100 | D |
| 15 | forge ferodrigop/forge close_sessioncreate_terminalget_template+14 | 17 | 2026-07-28+ | 59/100 | D |
| 16 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 17 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 18 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 19 | mcp-server-templates Data-Everything/mcp-server-templates add_ticket_commentcreate_ticketcreate_user+13 | 16 | <=2025-11-25 | 59/100 | D |
| 20 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 21 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 22 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 23 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 24 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 25 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 26 | visual-tree-explorer zheroz00/visual-tree-explorer explore_tree | 1 | 2026-07-28+ | 59/100 | D |
| 27 | zeitgeist bkataru/zeitgeist get_file_contentlist_filespack_directory | 3 | 2026-07-28+ | 59/100 | D |
| 28 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 29 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 30 | Synabun danilokhury/Synabun card_closecard_listcard_open+13 | 16 | 2026-07-28+ | 58/100 | D |
| 31 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 32 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 33 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 34 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 35 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 36 | chatgpt2localbridge Harzva/chatgpt2localbridge create_handoffcreate_taskcreate_workspace+24 | 27 | <=2025-11-25 | 58/100 | D |
| 37 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 38 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 39 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 40 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 41 | komnet Komdosh/komnet komnet_agentskomnet_askkomnet_claim+10 | 13 | <=2025-11-25 | 58/100 | D |
| 42 | kops kaka-milan-22/kops k8s_describek8s_eventsk8s_get+3 | 6 | 2026-07-28+ | 58/100 | D |
| 43 | logsift fulminate-io/logsift list_sourcesreducesearch | 3 | 2026-07-28+ | 58/100 | D |
| 44 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 45 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 46 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 47 | mcp-kubernetes-ro patrickdappollonio/mcp-kubernetes-ro base64_decodebase64_encodeget_logs+3 | 6 | <=2025-11-25 | 58/100 | D |
| 48 | mcp-server-kubernetes kogunlowo123/mcp-server-kubernetes apply_manifestget_eventsget_pod_logs+5 | 8 | 2026-07-28+ | 58/100 | D |
| 49 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 50 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |