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267 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 | B |
| 2 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 3 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 4 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 5 | homelab-monitor SikamikanikoBG/homelab-monitor get_ai_modelsget_alertsget_benchmark+16 | 19 | 2026-07-28+ | 74/100 | B |
| 6 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 7 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 8 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 9 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 10 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 11 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 12 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 13 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 14 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 15 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 16 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 17 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 18 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 19 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 20 | ollama-mcp JMRussas/ollama-mcp ollama_chatollama_generate | 2 | <=2025-11-25 | 67/100 | C |
| 21 | statelessagent sgx-labs/statelessagent find_similar_notesget_noteindex_stats+5 | 8 | 2026-07-28+ | 67/100 | C |
| 22 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 23 | ctxpp cavenine/ctxpp ctxpp_indexctxpp_search | 2 | 2026-07-28+ | 65/100 | C |
| 24 | mnemos-mcp ELSAKKK/mnemos-mcp get_document_infolist_documentssearch_context | 3 | 2026-07-28+ | 65/100 | C |
| 25 | skill-search sowhan/skill-search get_skillhealthreindex+1 | 4 | <=2025-11-25 | 65/100 | C |
| 26 | SecureContext iampantherr/SecureContext zc_batchzc_broadcastzc_execute+17 | 20 | <=2025-11-25 | 64/100 | C |
| 27 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 28 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 29 | greybeard btotharye/greybeard coach_communicationlist_packsreview_decision+1 | 4 | 2026-07-28+ | 64/100 | C |
| 30 | openclaw-hub openclaw-community/openclaw-hub add_servercreate_completioncreate_issue+25 | 28 | <=2025-11-25 | 64/100 | C |
| 31 | ChatCrystal ZengLiangYi/ChatCrystal get_noteget_relationslist_notes+4 | 7 | 2026-07-28+ | 63/100 | C |
| 32 | Cortex Remskill/Cortex cortex_deletecortex_initcortex_list_files+3 | 6 | 2026-07-28+ | 63/100 | C |
| 33 | Recall WKassebaum/Recall ingest_memoryrecall_memory | 2 | <=2025-11-25 | 63/100 | C |
| 34 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 35 | ghost wcatz/ghost ghost_decision_listghost_decision_recordghost_health+14 | 17 | 2026-07-28+ | 63/100 | C |
| 36 | statelessagent rerecoy123/statelessagent create_handofffind_similar_notesget_note+9 | 12 | 2026-07-28+ | 63/100 | C |
| 37 | DBJavaGenix ZhaoXingPeng/DBJavaGenix ai_infer_business_namesai_metricsai_recommend_template+14 | 17 | 2026-07-28+ | 62/100 | C |
| 38 | NexusBrain-MCP DiegoRiveraEstefano/NexusBrain-MCP analyze_blast_radiusget_execution_flowingest_path+3 | 6 | <=2025-11-25 | 62/100 | C |
| 39 | NexusMem yaminbkk/NexusMem get_statuslist_recent_memorylist_stale_suggestions+3 | 6 | 2025-06-18+ | 62/100 | C |
| 40 | claude-soul DomDemetz/claude-soul memory_journalmemory_recentmemory_save+12 | 15 | 2026-07-28+ | 62/100 | C |
| 41 | mnemos-mcp Tanush1912/mnemos-mcp get_document_infolist_documentssearch_context | 3 | 2026-07-28+ | 62/100 | C |
| 42 | qdrant-mcp-server No-Smoke/qdrant-mcp-server add_documentscreate_collectiondelete_collection+5 | 8 | 2026-07-28+ | 62/100 | C |
| 43 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 44 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 45 | HelixMind DancingTedDanson011/HelixMind spiral_compactspiral_contextspiral_relate+2 | 5 | <=2025-11-25 | 61/100 | C |
| 46 | LokalBoards florian-strasser/LokalBoards claimCardcreateCardgetBoardTree+9 | 12 | 2026-07-28+ | 61/100 | C |
| 47 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 48 | amanmcp Aman-CERP/amanmcp expand_contextgraph.queryindex_status+3 | 6 | 2026-07-28+ | 61/100 | C |
| 49 | claude-find Cavinooo/claude-find search_sessions | 1 | 2026-07-28+ | 61/100 | C |
| 50 | documentation-mcp mikkelkrogsholm/documentation-mcp list_collectionssearch_docs | 2 | 2026-07-28+ | 60/100 | C |