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263 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 | Diffcontext trakshan-mishra/Diffcontext compile_contextexplain_selection |
| 4 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | 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 |
| 4 | Hydra JinchengGao-Infty/Hydra hydraInfohydraInithydraRun+1 | 4 | 2025-06-18+ | 59/100 | D |
| 5 | MCP-LMstudio kevin-biot/MCP-LMstudio convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 59/100 | D |
| 6 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 7 | codebase-context-dumper lex-tools/codebase-context-dumper dump_codebase_context | 1 | 2026-07-28+ | 59/100 | D |
| 8 | coldstart AkashGoenka/coldstart findgs | 2 | 2026-07-28+ | 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 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intentembed_text+3 | 6 | 2026-07-28+ | 59/100 | D |
| 11 | fast_file_search quangdang46/fast_file_search engine_callengine_depsengine_flow+12 | 15 | 2026-07-28+ | 59/100 | D |
| 12 | forge ferodrigop/forge close_sessioncreate_terminalget_template+14 | 17 | 2026-07-28+ | 59/100 | D |
| 13 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 14 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 15 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+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 | multimodal-agents-course the-ai-merge/multimodal-agents-course ask_question_about_videoget_video_clip_from_imageget_video_clip_from_user_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 18 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 19 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 20 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 21 | visual-tree-explorer zheroz00/visual-tree-explorer explore_tree | 1 | 2026-07-28+ | 59/100 | D |
| 22 | zeitgeist bkataru/zeitgeist get_file_contentlist_filespack_directory | 3 | 2026-07-28+ | 59/100 | D |
| 23 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |
| 24 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 25 | Synabun danilokhury/Synabun card_closecard_listcard_open+13 | 16 | 2026-07-28+ | 58/100 | D |
| 26 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 27 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 28 | chatgpt2localbridge Harzva/chatgpt2localbridge create_handoffcreate_taskcreate_workspace+24 | 27 | <=2025-11-25 | 58/100 | D |
| 29 | context-lens cornelcroi/context-lens add_documentlist_documentssearch_documents | 3 | <=2025-11-25 | 58/100 | D |
| 30 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 31 | komnet Komdosh/komnet komnet_agentskomnet_askkomnet_claim+10 | 13 | <=2025-11-25 | 58/100 | D |
| 32 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 33 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 34 | paparats-mcp IBazylchuk/paparats-mcp get_git_historyget_project_statsget_symbol_graph+6 | 9 | 2026-07-28+ | 58/100 | D |
| 35 | povio-worklog-mcp EgzonArifi/povio-worklog-mcp generate_and_post_workloggenerate_workloglist_povio_projects+1 | 4 | 2026-07-28+ | 58/100 | D |
| 36 | repo-to-txt-mcp chromewillow/repo-to-txt-mcp get_output_contentrepo_to_txt | 2 | <=2025-11-25 | 58/100 | D |
| 37 | superpowers-mcp erophames/superpowers-mcp compose_workflowget_skill_filelist_skills+4 | 7 | 2026-07-28+ | 58/100 | D |
| 38 | token-pilot Digital-Threads/token-pilot call_treecode_auditexplore+22 | 25 | <=2025-11-25 | 58/100 | D |
| 39 | turboedit Epistates/turboedit turboedit__batch_editturboedit__batch_readturboedit__clear_history+19 | 22 | <=2025-11-25 | 58/100 | D |
| 40 | vigilo Idan3011/vigilo create_directorydelete_fileget_file_info+11 | 14 | 2026-07-28+ | 58/100 | D |
| 41 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 42 | wikigen usesalt/wikigen get_docsindex_directoriessearch_docs | 3 | 2026-07-28+ | 58/100 | D |
| 43 | Amiya-Bot-mcp-server AmiyaBot/Amiya-Bot-mcp-server get_enemy_dataget_glossaryget_integrated_strategy_collectible_detail+11 | 14 | 2026-07-28+ | 57/100 | D |
| 44 | Guardrail Rosalyndfaithful716/Guardrail guardrail_baseline_statusguardrail_configguardrail_diff+4 | 7 | 2026-07-28+ | 57/100 | D |
| 45 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 46 | WebNexus LikhithV02/WebNexus crawl_websiteget_sourcessearch_documents | 3 | 2026-07-28+ | 57/100 | D |
| 47 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 48 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 49 | claude-bridge-mcp 0motionguy/claude-bridge-mcp claude_executeclaude_git_statusclaude_query+1 | 4 | 2026-07-28+ | 57/100 | D |
| 50 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |