Loading ToolBench
4,208 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1651 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1652 |
| mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 |
| 20 |
| 2026-07-28+ |
| 52/100 |
| D |
| 1653 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 1654 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 1655 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1656 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 1657 | oh-my-codex staticpayload/oh-my-codex omx_explore_diagnosticsomx_explore_diffomx_explore_files+26 | 29 | 2026-07-28+ | 52/100 | D |
| 1658 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 1659 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 1660 | open-paper-trading-mcp Open-Agent-Tools/open-paper-trading-mcp debug_context_infoget_account_balanceget_account_info+4 | 7 | 2026-07-28+ | 52/100 | D |
| 1661 | osoba redbuilding/osoba create_designcreate_hubspot_marketing_emailcreate_workspace+20 | 23 | <=2025-11-25 | 52/100 | D |
| 1662 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 1663 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1664 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 1665 | pinchtab-mcp-wrapper BDuba/pinchtab-mcp-wrapper pinchtab_actionpinchtab_downloadpinchtab_evaluate+15 | 18 | <=2025-11-25 | 52/100 | D |
| 1666 | pydantic-ai-docs-server omniwaifu/pydantic-ai-docs-server get_changelog_contentget_document_by_pathlist_available_changelogs+2 | 5 | <=2025-11-25 | 52/100 | D |
| 1667 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 1668 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |
| 1669 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 1670 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1671 | serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 | 4 | <=2025-11-25 | 52/100 | D |
| 1672 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 1673 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1674 | superskill permanu/superskill brainstormcapturecred_refs+20 | 23 | 2026-07-28+ | 52/100 | D |
| 1675 | tastytrade_MCP_Server bostrovsky/tastytrade_MCP_Server analyze_portfolioget_accountsget_balances+4 | 7 | <=2025-11-25 | 52/100 | D |
| 1676 | templation HarsukritP/templation search_exemplarsearch_templatestemplate_converter | 3 | 2026-07-28+ | 52/100 | D |
| 1677 | tick-md Purple-Horizons/tick-md add_taskanalyze_blockersclaim_task+11 | 14 | 2026-07-28+ | 52/100 | D |
| 1678 | vllm-mcp-server micytao/vllm-mcp-server get_model_infoget_platform_statusget_vllm_logs+9 | 12 | <=2025-11-25 | 52/100 | D |
| 1679 | weather abhay244/weather build_query_advancedconfigure_aws_credentialscreate_sql_query+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1680 | xlide_mcp WilliamSmithEdward/xlide_mcp xlide_analyzexlide_catalogxlide_create_form+25 | 28 | 2026-07-28+ | 52/100 | D |
| 1681 | zap-coding-agent zap-coding-agent/zap-coding-agent apply_patchcreate_fileedit_file+12 | 15 | <=2025-11-25 | 52/100 | D |
| 1682 | Azure-Foundry-Webinar ShivamGoyal03/Azure-Foundry-Webinar addcompletiongeneral_search+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1683 | CodeCortex rushikeshmore/CodeCortex get_dependency_graphget_hotspotsget_module+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1684 | Deft Maneek21/Deft app_binding_invokeassign_taskbulk_update_tasks+24 | 27 | 2026-07-28+ | 51/100 | D |
| 1685 | DevNarrate kmandana/DevNarrate commit_changesget_commit_contextget_pr_context | 3 | 2026-07-28+ | 51/100 | D |
| 1686 | FinAgent-MCP Harshaan-Chugh/FinAgent-MCP get_crypto_positionsget_holdingsget_investment_transactions+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1687 | Github-PR-MCP-server gourav221b/Github-PR-MCP-server get-pull-request-data | 1 | 2026-07-28+ | 51/100 | D |
| 1688 | Graph-It-Live magic5644/Graph-It-Live analyze_breaking_changesanalyze_dependenciesanalyze_file_logic+22 | 25 | 2026-07-28+ | 51/100 | D |
| 1689 | Ignite-Zava-MCP-Server-and-PostgreSQL-Sample gloveboxes/Ignite-Zava-MCP-Server-and-PostgreSQL-Sample find_suppliers_for_requestget_company_order_policyget_company_supplier_policy+8 | 11 | 2026-07-28+ | 51/100 | D |
| 1690 | MCP-Guide Leonardojdss/MCP-Guide create_customerdelete_customerget_customer+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1691 | MCP-KBDB Luxter77/MCP-KBDB search_qasearch_semantic_similaritysearch_style | 3 | <=2025-11-25 | 51/100 | D |
| 1692 | MCP-SERVER-DB annmalavet/MCP-SERVER-DB search_databaseupdate_person | 2 | <=2025-11-25 | 51/100 | D |
| 1693 | MCP-Sales_Data_Generation mohana9985/MCP-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 51/100 | D |
| 1694 | MCP-server Dodosia/MCP-server doctor_scanrepro_generate | 2 | 2025-06-18+ | 51/100 | D |
| 1695 | MCP-server-1 Nicolas-C-G/MCP-server-1 describe_tablelist_tablesrun_query | 3 | 2026-07-28+ | 51/100 | D |
| 1696 | MCP_git_repo_to_single_file nsourlos/MCP_git_repo_to_single_file files_to_prompt | 1 | <=2025-11-25 | 51/100 | D |
| 1697 | MY-MCP-SERVERS Harii2K4/MY-MCP-SERVERS analyzePRPStructurecreateTaskdeleteTask+13 | 16 | 2026-07-28+ | 51/100 | D |
| 1698 | Mabel-s-Tentacles Reisentyann/Mabel-s-Tentacles analyze_fileexecute_commandwrite_file | 3 | <=2025-11-25 | 51/100 | D |
| 1699 | Marketing-Automation-MCP-Server Mohit4022-cloud/Marketing-Automation-MCP-Server analyze_audience_segmentscreate_campaign_copygenerate_campaign_report+1 | 4 | <=2025-11-25 | 51/100 | D |
| 1700 | Meta-Ads-MCP Varnan-Tech/Meta-Ads-MCP create_campaignget_account_infoget_ad_accounts+9 | 12 | <=2025-11-25 | 51/100 | D |