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168 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 |
| 59/100 |
| D |
| 2 | OptiVault Alidmo/OptiVault read_file_skeletonread_function_coderead_repo_map+1 | 4 | 2026-07-28+ | 59/100 | D |
| 3 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 4 | astrolabe-rs vascokk/astrolabe-rs full_text_searchget_file_contentget_file_outline+6 | 9 | <=2025-11-25 | 59/100 | D |
| 5 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 6 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 7 | code-sandbox-mcp timlikesai/code-sandbox-mcp execute_codereset_sessionvalidate_code | 3 | 2026-07-28+ | 59/100 | D |
| 8 | codebase-memory-mcp DeusData/codebase-memory-mcp index_repository | 1 | <=2025-11-25 | 59/100 | D |
| 9 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 10 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 11 | dotnet-docker-kali-mcp-server timsonner/dotnet-docker-kali-mcp-server kali-container-restartkali-container-statuskali-container-stop+1 | 4 | <=2025-11-25 | 59/100 | D |
| 12 | go-docker-images-mcp takanoriyanagitani/go-docker-images-mcp images | 1 | 2026-07-28+ | 59/100 | D |
| 13 | hivemind andrewhopper/hivemind get_all_factsget_factsearch_facts+2 | 5 | 2026-07-28+ | 59/100 | D |
| 14 | lamda firerpa/lamda clickclick_by_descriptionclick_by_description_contains+31 | 34 | 2025-06-18+ | 59/100 | D |
| 15 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 16 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 17 | plugin-devtools-docker orchestra-mcp/plugin-devtools-docker docker_compose_downdocker_compose_updocker_exec+7 | 10 | 2026-07-28+ | 59/100 | D |
| 18 | sandy jamestelfer/sandy primesandy_checksandy_create_session+3 | 6 | <=2025-11-25 | 59/100 | D |
| 19 | symgraph grahambrooks/symgraph symgraph-calleessymgraph-callerssymgraph-context+13 | 16 | <=2025-11-25 | 59/100 | D |
| 20 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 21 | wake joemckenney/wake wake_annotatewake_dumpwake_get_output+4 | 7 | 2026-07-28+ | 59/100 | D |
| 22 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 23 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 24 | agentbeacon adrq/agentbeacon delegaterelease | 2 | 2026-07-28+ | 58/100 | D |
| 25 | claude-team-mcp jhpark0912/claude-team-mcp add_agentadd_noteassign_task+10 | 13 | 2026-07-28+ | 58/100 | D |
| 26 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 27 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 28 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 29 | mcp-server-docker JohnDroben/mcp-server-docker build_imagecreate_containercreate_network+16 | 19 | 2026-07-28+ | 58/100 | D |
| 30 | memex patravishek/memex get_contextget_decisionsget_gotchas+6 | 9 | 2026-07-28+ | 58/100 | D |
| 31 | notes-mcp-server goldenpathdigital/notes-mcp-server notes_addnotes_deletenotes_get+4 | 7 | 2025-06-18+ | 58/100 | D |
| 32 | outerspace-apizr Alien6-Studio/outerspace-apizr analyze_fileconvert_notebookgenerate_dockerfile+4 | 7 | 2026-07-28+ | 58/100 | D |
| 33 | synapse-memory WorldFlowAI/synapse-memory get_knowledgeget_value_metricspromote_knowledge+5 | 8 | <=2025-11-25 | 58/100 | D |
| 34 | turboedit Epistates/turboedit turboedit__batch_editturboedit__batch_readturboedit__clear_history+19 | 22 | <=2025-11-25 | 58/100 | D |
| 35 | vidurai chandantochandan/vidurai get_active_projectget_proactive_hintsget_project_context+2 | 5 | <=2025-11-25 | 58/100 | D |
| 36 | CodeAtlas developepper/CodeAtlas get_file_contentget_file_outlineget_file_tree+6 | 9 | 2026-07-28+ | 57/100 | D |
| 37 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |
| 38 | MPM-Coding halflifezyf2680/MPM-Coding check_updatecode_impactcode_search+9 | 12 | 2025-06-18+ | 57/100 | D |
| 39 | atlas-vercel-mcp-server iacosta3994/atlas-vercel-mcp-server get_agent_statusopenclaw_executequery_crm+5 | 8 | <=2025-11-25 | 57/100 | D |
| 40 | bigrack.dev baptiste-mnh/bigrack.dev bigrack_create_projectbigrack_create_repobigrack_query_context+3 | 6 | <=2025-11-25 | 57/100 | D |
| 41 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 42 | code-recall AbianS/code-recall analyze_filecheck_rulesget_briefing+4 | 7 | 2026-07-28+ | 57/100 | D |
| 43 | codebugs faxik/codebugs codebench_deletecodebench_importcodebench_list+1 | 4 | 2026-07-28+ | 57/100 | D |
| 44 | context0 SyedSibtainRazvi/context0 get_contextlist_contextsave_context | 3 | 2025-06-18+ | 57/100 | D |
| 45 | docshark Michael-Obele/docshark get_doc_pagelist_librariesmanage_library+2 | 5 | 2026-07-28+ | 57/100 | D |
| 46 | kdex urbanisierung/kdex get_contextget_filelist_repos+1 | 4 | <=2025-11-25 | 57/100 | D |
| 47 | ktme FreePeak/ktme generate_documentationget_service_mappingktme_get_knowledge_tree+5 | 8 | <=2025-11-25 | 57/100 | D |
| 48 | lossless-code GodsBoy/lossless-code lcc_contextlcc_contractslcc_expand+4 | 7 | 2026-07-28+ | 57/100 | D |
| 49 | mcp launchframe-dev/mcp architecture_get_overviewauth_get_decorator_usageauth_get_guard_usage+36 | 39 | 2026-07-28+ | 57/100 | D |
| 50 | mcp-godocker santoshkal/mcp-godocker create_containercreate_networkcreate_volume+2 | 5 | 2026-07-28+ | 57/100 | D |