Loading ToolBench
455 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 |
| 4 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | ELK-MCP magicCzc/ELK-MCP alertshealthzlist_indices+4 | 7 | 2026-07-28+ | 59/100 | D |
| 4 | 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 |
| 5 | Hydra JinchengGao-Infty/Hydra hydraInfohydraInithydraRun+1 | 4 | 2025-06-18+ | 59/100 | D |
| 6 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 7 | MCP-LMstudio kevin-biot/MCP-LMstudio convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 59/100 | D |
| 8 | MCP-Universe SalesforceAIResearch/MCP-Universe create_objectdelete_objectecho_tool+12 | 15 | <=2025-11-25 | 59/100 | D |
| 9 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 10 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 11 | avatar-renderer-mcp ruslanmv/avatar-renderer-mcp render_avatar | 1 | <=2025-11-25 | 59/100 | D |
| 12 | codebase-context-dumper lex-tools/codebase-context-dumper dump_codebase_context | 1 | 2026-07-28+ | 59/100 | D |
| 13 | coldstart AkashGoenka/coldstart findgs | 2 | 2026-07-28+ | 59/100 | D |
| 14 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 15 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intentembed_text+3 | 6 | 2026-07-28+ | 59/100 | D |
| 16 | customized-elasticsearch-mcp-server Coolgiserz/customized-elasticsearch-mcp-server read_single_newssearch_newssearch_news_with_secondary_filter+1 | 4 | <=2025-11-25 | 59/100 | D |
| 17 | datagovin-mcp-server the-data-gateway-initiative/datagovin-mcp-server agriculture_growth_ratebeneficiaries_under_pmkisancity_wise_wellness_centres+9 | 12 | <=2025-11-25 | 59/100 | D |
| 18 | debtstack-api debtstack-ai/debtstack-api search_bondssearch_companies | 2 | <=2025-11-25 | 59/100 | D |
| 19 | docsmint HiAi-gg/docsmint create_documentcreate_folderdelete_document+7 | 10 | 2026-07-28+ | 59/100 | D |
| 20 | fast_file_search quangdang46/fast_file_search engine_callengine_depsengine_flow+12 | 15 | 2026-07-28+ | 59/100 | D |
| 21 | forge ferodrigop/forge close_sessioncreate_terminalget_template+14 | 17 | 2026-07-28+ | 59/100 | D |
| 22 | jaf-py xynehq/jaf-py calculate_taxcustom_greetdatabase_query+11 | 14 | 2026-07-28+ | 59/100 | D |
| 23 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 24 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 25 | mcp-ai-memory scanadi/mcp-ai-memory memory_batchmemory_batch_deletememory_consolidate+7 | 10 | <=2025-11-25 | 59/100 | D |
| 26 | mcp-db bh-rat/mcp-db start-get-stream-broadcaststart-notification-stream | 2 | 2026-07-28+ | 59/100 | D |
| 27 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 28 | mcp-memory ResakaGit/mcp-memory append_contextual_memoryappend_semantic_memoryclear_scratchpad_entry+9 | 12 | 2026-07-28+ | 59/100 | D |
| 29 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 30 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 31 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 32 | 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 |
| 33 | my-mcp-server chinenyeuwanaka-dev/my-mcp-server addannotatedMessageecho+4 | 7 | <=2025-11-25 | 59/100 | D |
| 34 | omnicoreagent omnirexflora-labs/omnicoreagent analyze_file_countcalculate_areafetch_document+8 | 11 | 2026-07-28+ | 59/100 | D |
| 35 | open-meteo-mcp-java schlpbch/open-meteo-mcp-java compare_locationsget_air_qualityget_astronomy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 36 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 37 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 38 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 39 | smart_commerce_agent Aparnap2/smart_commerce_agent addToCartgetOrdersget_budget_status+6 | 9 | <=2025-11-25 | 59/100 | D |
| 40 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 41 | visual-tree-explorer zheroz00/visual-tree-explorer explore_tree | 1 | 2026-07-28+ | 59/100 | D |
| 42 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 43 | zeitgeist bkataru/zeitgeist get_file_contentlist_filespack_directory | 3 | 2026-07-28+ | 59/100 | D |
| 44 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |
| 45 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 46 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 47 | McpVanguard provnai/McpVanguard vanguard_build_server_manifestvanguard_clear_auth_cachesvanguard_fingerprint_secret+7 | 10 | 2026-07-28+ | 58/100 | D |
| 48 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 49 | Synabun danilokhury/Synabun card_closecard_listcard_open+13 | 16 | 2026-07-28+ | 58/100 | D |
| 50 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |