{
  "schema_version": "1.0",
  "updated": "2026-10-05",
  "principle": "Relations are projected only from explicit field-level evidence. No transitive inference.",
  "relations": [
    {
      "source_slug": "claude-research",
      "source_name": "Claude Research",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "claude_research_remote_connectors",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Claude Help – Get started with custom connectors using remote MCP",
        "url": "https://support.claude.com/en/articles/11175166-get-started-with-custom-connectors-using-remote-mcp"
      }
    },
    {
      "source_slug": "openai-codex",
      "source_name": "OpenAI Codex",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "codex_cli_and_ide",
      "verified_at": "2026-10-01",
      "source": {
        "title": "OpenAI Developers – Docs MCP",
        "url": "https://developers.openai.com/learn/docs-mcp"
      }
    },
    {
      "source_slug": "claude-code",
      "source_name": "Claude Code",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "claude_code",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Claude Code Docs – Connect Claude Code to tools via MCP",
        "url": "https://code.claude.com/docs/en/mcp"
      }
    },
    {
      "source_slug": "claude-code",
      "source_name": "Claude Code",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "claude_code_stdio",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Claude Code Docs – Connect Claude Code to tools via MCP",
        "url": "https://code.claude.com/docs/en/mcp"
      }
    },
    {
      "source_slug": "github-copilot-coding-agent",
      "source_name": "GitHub Copilot Coding Agent",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "copilot_cloud_agent",
      "verified_at": "2026-10-01",
      "source": {
        "title": "GitHub Docs – Configure MCP servers for your repository",
        "url": "https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/configure-mcp-servers"
      }
    },
    {
      "source_slug": "cursor-agent",
      "source_name": "Cursor Agent",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "cursor_agent",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Cursor Docs – Model Context Protocol (MCP)",
        "url": "https://cursor.com/docs/mcp"
      }
    },
    {
      "source_slug": "windsurf-cascade",
      "source_name": "Windsurf Cascade",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "windsurf_cascade",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Devin Docs – Cascade",
        "url": "https://docs.devin.ai/desktop/cascade/cascade"
      }
    },
    {
      "source_slug": "replit-agent",
      "source_name": "Replit Agent",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "replit_enterprise_agent",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Replit Enterprise",
        "url": "https://replit.com/enterprise"
      }
    },
    {
      "source_slug": "devin",
      "source_name": "Devin",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "devin_sessions",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Devin Docs – Devin MCP servers and marketplace",
        "url": "https://docs.devin.ai/work-with-devin/mcp"
      }
    },
    {
      "source_slug": "amazon-q-developer",
      "source_name": "Amazon Q Developer",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "amazon_q_developer_cli_and_ide",
      "verified_at": "2026-10-01",
      "source": {
        "title": "AWS Docs – Using MCP with Amazon Q Developer",
        "url": "https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/qdev-mcp.html"
      }
    },
    {
      "source_slug": "google-jules",
      "source_name": "Google Jules",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "google_jules_sessions",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Jules Docs – MCP support comes to Jules",
        "url": "https://jules.google/docs/changelog/2026-02-02"
      }
    },
    {
      "source_slug": "kiro",
      "source_name": "Kiro",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "kiro_ide_cli_web",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Kiro Docs – MCP",
        "url": "https://kiro.dev/docs/mcp/"
      }
    },
    {
      "source_slug": "cline",
      "source_name": "Cline",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "cline_ide_cli_and_desktop",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Cline Docs – MCP",
        "url": "https://docs.cline.bot/mcp/mcp-overview"
      }
    },
    {
      "source_slug": "make-ai-agents",
      "source_name": "Make AI Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "make_ai_agent_new",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Make Help – Create your first AI agent",
        "url": "https://help.make.com/create-your-first-ai-agent"
      }
    },
    {
      "source_slug": "n8n-agents",
      "source_name": "n8n Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "n8n_ai_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "n8n Docs – MCP Client Tool",
        "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolmcp"
      }
    },
    {
      "source_slug": "n8n-agents",
      "source_name": "n8n Agents",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "n8n_workflows_and_tools",
      "verified_at": "2026-10-01",
      "source": {
        "title": "n8n Docs – MCP Server Trigger",
        "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger"
      }
    },
    {
      "source_slug": "lindy",
      "source_name": "Lindy",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "lindy_hosted_mcp_integrations",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Lindy – Official Site",
        "url": "https://www.lindy.ai/"
      }
    },
    {
      "source_slug": "relevance-ai-agents",
      "source_name": "Relevance AI Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "relevance_ai_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Relevance AI – Product",
        "url": "https://relevanceai.com/product"
      }
    },
    {
      "source_slug": "gumloop-agents",
      "source_name": "Gumloop Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "gumloop_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Gumloop Docs – Gamma MCP",
        "url": "https://docs.gumloop.com/nodes/mcp/gamma"
      }
    },
    {
      "source_slug": "microsoft-copilot-studio",
      "source_name": "Microsoft Copilot Studio",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "copilot_studio_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – Add MCP tools to Copilot Studio agents",
        "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/mcp-add-components-to-agent"
      }
    },
    {
      "source_slug": "ibm-watsonx-orchestrate",
      "source_name": "IBM watsonx Orchestrate",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "watsonx_orchestrate_published_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "IBM API Hub – Agent-to-Agent (A2A) Protocol",
        "url": "https://developer.ibm.com/apis/catalog/watsonorchestrate--custom-assistants/api/API--watsonorchestrate--agent-to-agent-a2a-protocol"
      }
    },
    {
      "source_slug": "ibm-watsonx-orchestrate",
      "source_name": "IBM watsonx Orchestrate",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "watsonx_orchestrate_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "IBM Docs – Importing tools from an MCP server",
        "url": "https://www.ibm.com/docs/en/watsonx/watson-orchestrate/base?topic=servers-importing-from-mcp-server"
      }
    },
    {
      "source_slug": "oracle-ai-agent-studio",
      "source_name": "Oracle AI Agent Studio",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "fusion_ai_agent_studio_26c",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Oracle Docs – Collaborate across platforms using A2A",
        "url": "https://docs.oracle.com/en/cloud/saas/fusion-ai/26c/aiaas/collaborate-with-ai-agents-across-platforms-using-agent2agent-a2a-protocol.html"
      }
    },
    {
      "source_slug": "oracle-ai-agent-studio",
      "source_name": "Oracle AI Agent Studio",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "fusion_ai_agent_studio_26c",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Oracle Docs – Collaborate across platforms using A2A",
        "url": "https://docs.oracle.com/en/cloud/saas/fusion-ai/26c/aiaas/collaborate-with-ai-agents-across-platforms-using-agent2agent-a2a-protocol.html"
      }
    },
    {
      "source_slug": "oracle-ai-agent-studio",
      "source_name": "Oracle AI Agent Studio",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "ai_agent_studio",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Oracle Docs – Add MCP Tool",
        "url": "https://docs.oracle.com/en/cloud/saas/fusion-ai/26b/aiaas/add-mcp-tool.html"
      }
    },
    {
      "source_slug": "uipath-agents",
      "source_name": "UiPath Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "uipath_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "UiPath Docs – MCP Servers",
        "url": "https://docs.uipath.com/agents/automation-cloud/latest/user-guide/mcp-servers"
      }
    },
    {
      "source_slug": "salesforce-agentforce",
      "source_name": "Salesforce Agentforce",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "agentforce_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Salesforce Help – MCP for Agentforce",
        "url": "https://help.salesforce.com/s/articleView?id=ai.agent_mcp.htm&language=en_US&type=5"
      }
    },
    {
      "source_slug": "sap-joule-agents",
      "source_name": "SAP Joule Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "joule_studio_agent_builder",
      "verified_at": "2026-10-01",
      "source": {
        "title": "SAP Samples – Joule Studio MCP agent configuration",
        "url": "https://github.com/SAP-samples/btp-agentic-ai-use-cases/blob/main/10-escalation-assistant-joule-studio/agent-builder/WEB_SEARCHER.md"
      }
    },
    {
      "source_slug": "atlassian-rovo-agents",
      "source_name": "Atlassian Rovo Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "rovo_out_of_box_third_party_mcp_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Atlassian Support – Out-of-the-box third-party MCP agents",
        "url": "https://support.atlassian.com/rovo/docs/out-of-the-box-third-party-mcp-agents/"
      }
    },
    {
      "source_slug": "glean-agents",
      "source_name": "Glean Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "glean_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Glean Docs – Connect remote MCP servers to Glean",
        "url": "https://docs.glean.com/administration/actions/connect-remote-mcp-servers-to-glean"
      }
    },
    {
      "source_slug": "servicenow-ai-agents",
      "source_name": "ServiceNow AI Agents",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "servicenow_ai_platform",
      "verified_at": "2026-10-01",
      "source": {
        "title": "ServiceNow Docs – Integrating external AI agents",
        "url": "https://www.servicenow.com/docs/r/intelligent-experiences/external-agent-protocols.html"
      }
    },
    {
      "source_slug": "servicenow-ai-agents",
      "source_name": "ServiceNow AI Agents",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "servicenow_ai_platform",
      "verified_at": "2026-10-01",
      "source": {
        "title": "ServiceNow Docs – Integrating external AI agents",
        "url": "https://www.servicenow.com/docs/r/intelligent-experiences/external-agent-protocols.html"
      }
    },
    {
      "source_slug": "servicenow-ai-agents",
      "source_name": "ServiceNow AI Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "servicenow_ai_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "ServiceNow Docs – Add an MCP server tool to an AI agent",
        "url": "https://www.servicenow.com/docs/r/intelligent-experiences/add-mcp-server-tool.html"
      }
    },
    {
      "source_slug": "servicenow-ai-agents",
      "source_name": "ServiceNow AI Agents",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "servicenow_ai_platform_action_fabric",
      "verified_at": "2026-10-01",
      "source": {
        "title": "ServiceNow Newsroom – Action Fabric and MCP Server",
        "url": "https://newsroom.servicenow.com/press-releases/details/2026/ServiceNow-opens-its-full-system-of-action-to-every-AI-Agent-in-the-enterprise/default.aspx"
      }
    },
    {
      "source_slug": "perplexity-computer",
      "source_name": "Perplexity Computer",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "perplexity_computer",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Perplexity – Introducing Perplexity Computer workshop",
        "url": "https://www.perplexity.ai/de/hub/workshops/introducing-perplexity-computer"
      }
    },
    {
      "source_slug": "sierra-agent",
      "source_name": "Sierra Agent",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "sierra_agents_integrations",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Sierra – Your agent, laid bare",
        "url": "https://sierra.ai/jp/blog/your-agent-laid-bare-and-why-it-matters"
      }
    },
    {
      "source_slug": "claude-cowork",
      "source_name": "Claude Cowork",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "claude_cowork_remote_connectors",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Claude Help – Get started with custom connectors using remote MCP",
        "url": "https://support.claude.com/en/articles/11175166-get-started-with-custom-connectors-using-remote-mcp"
      }
    },
    {
      "source_slug": "browser-use-agent",
      "source_name": "Browser Use Agent",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "browser_use_cloud_and_local_mcp",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Browser Use – MCP server for browser automation",
        "url": "https://browser-use.com/mcp"
      }
    },
    {
      "source_slug": "dust-agents",
      "source_name": "Dust Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "business_and_enterprise",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Dust – Enterprise AI Agents",
        "url": "https://dust.tt/home/enterprise"
      }
    },
    {
      "source_slug": "dust-agents",
      "source_name": "Dust Agents",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "platform",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Dust – MCP and Enterprise Agents",
        "url": "https://dust.tt/blog/mcp-and-enterprise-agents-building-the-ai-operating-system-for-work"
      }
    },
    {
      "source_slug": "jetbrains-junie",
      "source_name": "JetBrains Junie",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "jetbrains_junie_ide_cli",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Junie Documentation – Add and configure MCP servers",
        "url": "https://junie.jetbrains.com/docs/junie-cli-mcp-configuration.html"
      }
    },
    {
      "source_slug": "gemini-cli",
      "source_name": "Gemini CLI",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "gemini_cli_remote_subagents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Gemini CLI Docs – Remote Subagents",
        "url": "https://geminicli.com/docs/core/remote-agents/"
      }
    },
    {
      "source_slug": "gemini-cli",
      "source_name": "Gemini CLI",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "gemini_cli_a2a_server",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Google Gemini CLI – A2A server package",
        "url": "https://github.com/google-gemini/gemini-cli/blob/main/packages/a2a-server/package.json"
      }
    },
    {
      "source_slug": "gemini-cli",
      "source_name": "Gemini CLI",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "gemini_cli",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Gemini CLI Docs – MCP servers",
        "url": "https://geminicli.com/docs/tools/mcp-server/"
      }
    },
    {
      "source_slug": "gitlab-duo-agent-platform",
      "source_name": "GitLab Duo Agent Platform",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "gitlab_duo_agent_platform",
      "verified_at": "2026-10-01",
      "source": {
        "title": "GitLab Docs – GitLab MCP clients",
        "url": "https://docs.gitlab.com/user/gitlab_duo/model_context_protocol/mcp_clients/"
      }
    },
    {
      "source_slug": "gitlab-duo-agent-platform",
      "source_name": "GitLab Duo Agent Platform",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "gitlab_instance_with_duo_agent_platform_toolset",
      "verified_at": "2026-10-01",
      "source": {
        "title": "GitLab Docs – GitLab MCP server",
        "url": "https://docs.gitlab.com/user/model_context_protocol/mcp_server/"
      }
    },
    {
      "source_slug": "augment-code-agent",
      "source_name": "Augment Code Agent",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "augment_code_agent",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Augment Code – Meet Augment Agent",
        "url": "https://www.augmentcode.com/blog/meet-augment-agent"
      }
    },
    {
      "source_slug": "openhands",
      "source_name": "OpenHands",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "openhands_agent_sessions",
      "verified_at": "2026-10-02",
      "source": {
        "title": "OpenHands Docs – MCP Servers",
        "url": "https://docs.openhands.dev/openhands/usage/cli/mcp-servers"
      }
    },
    {
      "source_slug": "warp-agent-cli",
      "source_name": "Warp Agent CLI",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "warp_agent_cli",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Warp Docs – MCP servers CLI reference",
        "url": "https://docs.warp.dev/reference/cli/mcp-servers"
      }
    },
    {
      "source_slug": "factory-droids",
      "source_name": "Factory Droids",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "factory_droid",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Factory Docs – Model Context Protocol",
        "url": "https://docs.factory.ai/harness/mcp"
      }
    },
    {
      "source_slug": "opencode",
      "source_name": "OpenCode",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "opencode_agent",
      "verified_at": "2026-10-01",
      "source": {
        "title": "OpenCode Docs – MCP servers",
        "url": "https://opencode.ai/docs/en/mcp-servers/"
      }
    },
    {
      "source_slug": "crewai-amp",
      "source_name": "CrewAI AMP",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "crewai_framework_deployed_in_amp",
      "verified_at": "2026-10-01",
      "source": {
        "title": "CrewAI Docs – Using Annotations in crew.py",
        "url": "https://docs.crewai.com/learn/using-annotations"
      }
    },
    {
      "source_slug": "crewai-amp",
      "source_name": "CrewAI AMP",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "crewai_amp_enterprise",
      "verified_at": "2026-10-01",
      "source": {
        "title": "CrewAI – Pricing",
        "url": "https://crewai.com/pricing"
      }
    },
    {
      "source_slug": "google-agent-development-kit",
      "source_name": "Google Agent Development Kit",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "adk_agents_built_with_agents_cli",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Google Agents CLI – Use Cases",
        "url": "https://google.github.io/agents-cli/guide/use-cases/"
      }
    },
    {
      "source_slug": "google-agent-development-kit",
      "source_name": "Google Agent Development Kit",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "adk_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Google MCP Security – Remote MCP Server with ADK",
        "url": "https://google.github.io/mcp-security/remote_server.html"
      }
    },
    {
      "source_slug": "microsoft-foundry-agent-service",
      "source_name": "Microsoft Foundry Agent Service",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "foundry_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – Connect to an A2A endpoint from Foundry Agent Service",
        "url": "https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/agent-to-agent"
      }
    },
    {
      "source_slug": "microsoft-foundry-agent-service",
      "source_name": "Microsoft Foundry Agent Service",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "prompt_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – Enable incoming A2A on a Foundry agent",
        "url": "https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/enable-agent-to-agent-endpoint"
      }
    },
    {
      "source_slug": "microsoft-foundry-agent-service",
      "source_name": "Microsoft Foundry Agent Service",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "agent_endpoint_preview",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – Configure and share your Foundry agent",
        "url": "https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent"
      }
    },
    {
      "source_slug": "amazon-bedrock-agentcore",
      "source_name": "Amazon Bedrock AgentCore",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "agentcore_runtime",
      "verified_at": "2026-10-01",
      "source": {
        "title": "AWS Docs – Deploy A2A servers in AgentCore Runtime",
        "url": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-a2a.html"
      }
    },
    {
      "source_slug": "amazon-bedrock-agentcore",
      "source_name": "Amazon Bedrock AgentCore",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "agentcore_runtime",
      "verified_at": "2026-10-01",
      "source": {
        "title": "AWS Docs – Deploy MCP servers in AgentCore Runtime",
        "url": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-mcp.html"
      }
    },
    {
      "source_slug": "workato-agentic",
      "source_name": "Workato Agentic",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "workato_agent_studio_genies",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Workato Docs – Agentic",
        "url": "https://docs.workato.com/agentic/agentic.html"
      }
    },
    {
      "source_slug": "workato-agentic",
      "source_name": "Workato Agentic",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "workato_agent_studio_genies",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Workato Docs – Genies as MCP clients",
        "url": "https://docs.workato.com/en/mcp/genies-as-mcp-clients.html"
      }
    },
    {
      "source_slug": "workato-agentic",
      "source_name": "Workato Agentic",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "workato_agentic_and_enterprise_mcp",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Workato Docs – MCP servers",
        "url": "https://docs.workato.com/en/mcp/mcp-servers"
      }
    },
    {
      "source_slug": "boomi-agentstudio",
      "source_name": "Boomi Agentstudio",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "agent_designer",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Boomi Docs – Using MCP with Agent Designer",
        "url": "https://help.boomi.com/docs/Atomsphere/Platform/Using_MCP_with_Agent_Designer"
      }
    },
    {
      "source_slug": "kore-ai-agent-platform",
      "source_name": "Kore.ai Agent Platform",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "kore_ai_agent_platform_agents",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Kore.ai – Introducing Agent Blueprint Language (ABL)",
        "url": "https://www.kore.ai/blog/introducing-agent-blueprint-language-abl"
      }
    },
    {
      "source_slug": "strands-agents",
      "source_name": "Strands Agents",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "strands_agents_sdk",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Strands Agents – Agent-to-Agent (A2A) Protocol",
        "url": "https://strandsagents.com/docs/user-guide/sdk/multi-agent/agent-to-agent/"
      }
    },
    {
      "source_slug": "strands-agents",
      "source_name": "Strands Agents",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "strands_agents_sdk",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Strands Agents – Agent-to-Agent (A2A) Protocol",
        "url": "https://strandsagents.com/docs/user-guide/sdk/multi-agent/agent-to-agent/"
      }
    },
    {
      "source_slug": "strands-agents",
      "source_name": "Strands Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "strands_agents_sdk",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Strands Agents – Connect your agent to MCP tools",
        "url": "https://strandsagents.com/docs/user-guide/sdk/tools/mcp-tools/"
      }
    },
    {
      "source_slug": "strands-agents",
      "source_name": "Strands Agents",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "strands_shell",
      "verified_at": "2026-10-02",
      "source": {
        "title": "Strands Agents – Run the MCP server",
        "url": "https://strandsagents.com/docs/user-guide/shell/mcp-server/"
      }
    },
    {
      "source_slug": "microsoft-agent-framework",
      "source_name": "Microsoft Agent Framework",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "microsoft_agent_framework_remote_a2a_agent_service",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – A2A agent service",
        "url": "https://learn.microsoft.com/en-us/agent-framework/agents/providers/agent-to-agent"
      }
    },
    {
      "source_slug": "microsoft-agent-framework",
      "source_name": "Microsoft Agent Framework",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "microsoft_agent_framework_a2a_hosting",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – A2A Hosting",
        "url": "https://learn.microsoft.com/en-us/agent-framework/hosting/agent-to-agent"
      }
    },
    {
      "source_slug": "microsoft-agent-framework",
      "source_name": "Microsoft Agent Framework",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "framework",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft Learn – Using MCP tools with Agents",
        "url": "https://learn.microsoft.com/en-us/agent-framework/user-guide/model-context-protocol/using-mcp-tools"
      }
    },
    {
      "source_slug": "microsoft-agent-framework",
      "source_name": "Microsoft Agent Framework",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "framework",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Microsoft GitHub – Agent Framework MCP examples",
        "url": "https://github.com/microsoft/agent-framework/blob/main/python/samples/02-agents/mcp/README.md"
      }
    },
    {
      "source_slug": "workday-agent-system-of-record",
      "source_name": "Workday Agent System of Record",
      "relation": "exposes_protocol",
      "target": "A2A",
      "path": "protocols.a2a.server",
      "scope": "workday_agents_managed_in_asor_exposed_via_agent_gateway",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Workday Admin Guide – Connect External Agents to Workday Using A2A",
        "url": "https://doc.workday.com/admin-guide/en-us/workday-ai/agents/external-agents/connect-external-agent-to-workday-using-a2a.html?toc=0.8.2"
      }
    },
    {
      "source_slug": "gemini-enterprise-agent-platform",
      "source_name": "Gemini Enterprise Agent Platform",
      "relation": "uses_protocol",
      "target": "A2A",
      "path": "protocols.a2a.client",
      "scope": "gemini_enterprise_invoking_registered_a2a_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Google Cloud – Register and manage A2A agents",
        "url": "https://docs.cloud.google.com/gemini/enterprise/docs/register-and-manage-an-a2a-agent"
      }
    },
    {
      "source_slug": "gemini-enterprise-agent-platform",
      "source_name": "Gemini Enterprise Agent Platform",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "gemini_enterprise_apps_via_agent_gateway",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Google Cloud – Import MCP servers from Agent Registry",
        "url": "https://docs.cloud.google.com/gemini/enterprise/docs/connectors/custom-mcp-server/import-govern-mcp-server-agent-registry"
      }
    },
    {
      "source_slug": "snowflake-cortex-agents",
      "source_name": "Snowflake Cortex Agents",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "cortex_agents",
      "verified_at": "2026-10-01",
      "source": {
        "title": "Snowflake Docs – Use app-created Cortex Agents and MCP servers",
        "url": "https://docs.snowflake.com/en/developer-guide/native-apps/ui-consumer-agents-mcp"
      }
    },
    {
      "source_slug": "microsoft-fabric-data-agent",
      "source_name": "Microsoft Fabric Data Agent",
      "relation": "exposes_protocol",
      "target": "MCP",
      "path": "protocols.mcp.server",
      "scope": "microsoft_fabric_data_agent_published",
      "verified_at": "2026-10-01",
      "source": {
        "title": "MicrosoftDocs – Data agent as Model Context Protocol server",
        "url": "https://github.com/MicrosoftDocs/fabric-docs/blob/main/docs/data-science/data-agent-mcp-server.md"
      }
    },
    {
      "source_slug": "openai-agents-api",
      "source_name": "OpenAI Agents API",
      "relation": "uses_protocol",
      "target": "MCP",
      "path": "protocols.mcp.client",
      "scope": "agents_api_tooling",
      "verified_at": "2026-10-05",
      "source": {
        "title": "OpenAI Developers – Agents API",
        "url": "https://developers.openai.com/api/docs/guides/agents-api/overview"
      }
    }
  ]
}