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4,399 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1751 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 1752 |
| serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 |
| 4 |
| <=2025-11-25 |
| 52/100 |
| D |
| 1753 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 1754 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 1755 | structured-repo-context-mcp kvnpetit/structured-repo-context-mcp analyze_impactassemble_task_contextfind_dead_code+19 | 22 | 2026-07-28+ | 52/100 | D |
| 1756 | superskill permanu/superskill brainstormcapturecred_refs+20 | 23 | 2026-07-28+ | 52/100 | D |
| 1757 | tastytrade_MCP_Server bostrovsky/tastytrade_MCP_Server analyze_portfolioget_accountsget_balances+4 | 7 | <=2025-11-25 | 52/100 | D |
| 1758 | templation HarsukritP/templation search_exemplarsearch_templatestemplate_converter | 3 | 2026-07-28+ | 52/100 | D |
| 1759 | tick-md Purple-Horizons/tick-md add_taskanalyze_blockersclaim_task+11 | 14 | 2026-07-28+ | 52/100 | D |
| 1760 | unai-unity-ai-connector experir/unai-unity-ai-connector calculatecreate_gameobjectfind_gameobject+3 | 6 | <=2025-11-25 | 52/100 | D |
| 1761 | vllm-mcp-server micytao/vllm-mcp-server get_model_infoget_platform_statusget_vllm_logs+9 | 12 | <=2025-11-25 | 52/100 | D |
| 1762 | xlide_mcp WilliamSmithEdward/xlide_mcp xlide_analyzexlide_catalogxlide_create_form+25 | 28 | 2026-07-28+ | 52/100 | D |
| 1763 | zap-coding-agent zap-coding-agent/zap-coding-agent apply_patchcreate_fileedit_file+12 | 15 | <=2025-11-25 | 52/100 | D |
| 1764 | AIStack-MCP mjdevaccount/AIStack-MCP analyze_change_impactanalyze_code_patternsanalyze_patterns+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1765 | Azure-Foundry-Webinar ShivamGoyal03/Azure-Foundry-Webinar addcompletiongeneral_search+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1766 | CodeCortex rushikeshmore/CodeCortex get_dependency_graphget_hotspotsget_module+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1767 | Deft Maneek21/Deft app_binding_invokeassign_taskbulk_update_tasks+24 | 27 | 2026-07-28+ | 51/100 | D |
| 1768 | DevNarrate kmandana/DevNarrate commit_changesget_commit_contextget_pr_context | 3 | 2026-07-28+ | 51/100 | D |
| 1769 | FinAgent-MCP Harshaan-Chugh/FinAgent-MCP get_crypto_positionsget_holdingsget_investment_transactions+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1770 | FlockParser B-A-M-N/FlockParser add_ollama_nodechat_with_documentsdiscover_ollama_nodes+5 | 8 | 2026-07-28+ | 51/100 | D |
| 1771 | Github-PR-MCP-server gourav221b/Github-PR-MCP-server get-pull-request-data | 1 | 2026-07-28+ | 51/100 | D |
| 1772 | Graph-It-Live magic5644/Graph-It-Live analyze_breaking_changesanalyze_dependenciesanalyze_file_logic+22 | 25 | 2026-07-28+ | 51/100 | D |
| 1773 | 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 |
| 1774 | KMSmcp ryaker/KMSmcp document_searchdocument_storekms_instructions+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1775 | MCP-Guide Leonardojdss/MCP-Guide create_customerdelete_customerget_customer+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1776 | MCP-KBDB Luxter77/MCP-KBDB search_qasearch_semantic_similaritysearch_style | 3 | <=2025-11-25 | 51/100 | D |
| 1777 | MCP-SERVER-DB annmalavet/MCP-SERVER-DB search_databaseupdate_person | 2 | <=2025-11-25 | 51/100 | D |
| 1778 | MCP-server Dodosia/MCP-server doctor_scanrepro_generate | 2 | 2025-06-18+ | 51/100 | D |
| 1779 | MCP_git_repo_to_single_file nsourlos/MCP_git_repo_to_single_file files_to_prompt | 1 | <=2025-11-25 | 51/100 | D |
| 1780 | MY-MCP-SERVERS Harii2K4/MY-MCP-SERVERS analyzePRPStructurecreateTaskdeleteTask+13 | 16 | 2026-07-28+ | 51/100 | D |
| 1781 | Mabel-s-Tentacles Reisentyann/Mabel-s-Tentacles analyze_fileexecute_commandwrite_file | 3 | <=2025-11-25 | 51/100 | D |
| 1782 | 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 |
| 1783 | Meta-Ads-MCP Varnan-Tech/Meta-Ads-MCP create_campaignget_account_infoget_ad_accounts+9 | 12 | <=2025-11-25 | 51/100 | D |
| 1784 | MindForge ProjAnvil/MindForge db.describeTabledb.explaindb.getDDL+8 | 11 | 2026-07-28+ | 51/100 | D |
| 1785 | Model-Database-Protocol DorukYelken/Model-Database-Protocol mdbp_describe_schemamdbp_query | 2 | 2026-07-28+ | 51/100 | D |
| 1786 | Multi-Agent-Research-Orchestrator-with-MCP-Integration danhenriquex/Multi-Agent-Research-Orchestrator-with-MCP-Integration cached_searchcollection_infohealth+6 | 9 | <=2025-11-25 | 51/100 | D |
| 1787 | OverleafMCP mjyoo2/OverleafMCP list_filesparse_sectionspush_section_edit+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1788 | Pandaone-AI-Agent hellob1889/Pandaone-AI-Agent pandaone_cipandaone_fingerprint_updatepandaone_init+8 | 11 | 2026-07-28+ | 51/100 | D |
| 1789 | PolyQuery-MCP Sssstardust/PolyQuery-MCP describe_tablelist_databaseslist_tables+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1790 | RepoLens Ashutosh3021/RepoLens analyzeGitHubProfileanalyzeRepositoryclearAllChatHistory+9 | 12 | 2026-07-28+ | 51/100 | D |
| 1791 | RulesMCP lpmwfx/RulesMCP get_contextget_learning_pathget_related+4 | 7 | 2026-07-28+ | 51/100 | D |
| 1792 | SpectraScout avdhootpatankar/SpectraScout clear_all_opportunitiesclear_chat_historycomplete_task+17 | 20 | <=2025-11-25 | 51/100 | D |
| 1793 | adaptive-llm-gateway renefichtmueller/adaptive-llm-gateway gateway.completegateway.discovergateway.embed | 3 | <=2025-11-25 | 51/100 | D |
| 1794 | agent-bridge creatornader/agent-bridge ack_contextget_contextpost_context | 3 | 2025-06-18+ | 51/100 | D |
| 1795 | agent-hub nathangtg/agent-hub addget_github_rate_limitget_github_repository_branches+17 | 20 | <=2025-11-25 | 51/100 | D |
| 1796 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 1797 | agentmap raymondchins/agentmap --any--build--build-edges+13 | 16 | 2026-07-28+ | 51/100 | D |
| 1798 | agnostic-multicloud-delivery-framework segoja7/agnostic-multicloud-delivery-framework list_k8s_crdslist_k8s_kindsprocess_crd_to_kcl+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1799 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 1800 | ai-dev-agents Cittasana/ai-dev-agents check_file_conflictscleanup_teamcreate_branch+6 | 9 | 2026-07-28+ | 51/100 | D |