{
  "project_id": "Kronova-Intelligent-Systems/asset-intel-orchestration-engine",
  "repo": "Kronova-Intelligent-Systems/asset-intel-orchestration-engine",
  "name": "asset-intel-orchestration-engine",
  "github_url": "https://github.com/Kronova-Intelligent-Systems/asset-intel-orchestration-engine",
  "homepage_url": "https://app.kronova.io",
  "language": "TypeScript",
  "license": "NOASSERTION",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "ai-agents",
    "ai-orchestration-engine",
    "asset-tokenization",
    "canton",
    "defi",
    "mcp",
    "mcp-server",
    "model-context-protocol",
    "multi-agent-systems",
    "nextjs",
    "oauth2",
    "pkce",
    "post-quantum-cryptography",
    "rwa",
    "shadcn-ui",
    "stripe",
    "sui",
    "tokenization",
    "workflow-automation",
    "zero-trust"
  ],
  "description": "Open-source platform for multi-agent AI orchestration, real-world asset tokenization, and institutional-grade workflow automation. Includes OAuth 2.1 MCP agent management, a 44-field RWA schema, Stripe subscription billing, and a Cryptographic Airgap architecture designed to integrate with AetherNet QUAS post-quantum settlement. ",
  "overview": "Use Kronova-Intelligent-Systems/asset-intel-orchestration-engine when the user needs a mcp server project with docker, vercel, serverless deployment options.",
  "alternatives": [
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "rocketride-org/rocketride-server",
      "reason": "Same mcp server intent with mcp, workflow overlap."
    },
    {
      "repo": "HKUDS/nanobot",
      "reason": "Same mcp server intent with mcp, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "inkeep/agents",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "nirholas/XActions",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "ComposioHQ/composio",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and vercel deployment."
    },
    {
      "repo": "datawhalechina/easy-vibe",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "iflytek/astron-agent",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "ohad6k/emulo",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "koala73/worldmonitor",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    },
    {
      "repo": "seaworld008/Commonly-used-high-value-skills",
      "reason": "Related to Kronova-Intelligent-Systems/asset-intel-orchestration-engine through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "LLM provider"
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    "docker",
    "vercel",
    "serverless",
    "library_only",
    "local"
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  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "connect agents to tools",
    "expose APIs through MCP",
    "bootstrap MCP integrations"
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  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
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  "classification": {
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      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"vercel\" in repository content.",
        "Matched \"npm install\" in repository content.",
        "Matched \"library\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 250,
    "recent_commits": 2,
    "contributors": 2,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
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  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 32,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 5,
  "agent_score": 58,
  "score": 66,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 7,
    "deployment": 100,
    "popularity": 48,
    "community": 47
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  "git_top_score_breakdown": {
    "community": 72,
    "maintenance": 6,
    "documentation": 92,
    "stability": 70,
    "adoption": 68,
    "agent_readability": 100
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    "overall_status": "partial",
    "observed_at": "2026-09-02T16:01:09.180Z",
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        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
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      },
      "license": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.license"
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      "documentation": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.description"
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      "runtime": {
        "status": "inferred",
        "source": "git_top_heuristic",
        "evidence": [
          "agent_card.deployment",
          "agent_card.cloudflare_ready"
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      "install": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "installation/build probe is not enabled"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "MCP liveness and tool-call probe is not enabled"
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      "inferred": 1,
      "not_run": 3,
      "unknown": 0
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    "next_steps": [
      "Run an installation/build probe before production adoption.",
      "Run a dependency and security scan before treating the score as a trust claim.",
      "Run MCP initialize, tools/list, first-call, and error probes before relying on this server."
    ]
  },
  "summary": {
    "tl_dr": "Use Kronova-Intelligent-Systems/asset-intel-orchestration-engine when the user needs a mcp server project with docker, vercel, serverless deployment options.",
    "purpose": "Use Kronova-Intelligent-Systems/asset-intel-orchestration-engine when the user needs a mcp server project with docker, vercel, serverless deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "tool definitions",
      "resource config",
      "transport settings"
    ],
    "outputs": [
      "MCP tools",
      "JSON-RPC responses",
      "server capabilities"
    ],
    "good_for": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations",
      "agent tool exposure",
      "MCP integrations",
      "tool servers"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "front-end apps",
      "non-tooling backends"
    ],
    "deployment": [
      "docker",
      "vercel",
      "serverless",
      "library_only",
      "local"
    ],
    "alternatives": [
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "rocketride-org/rocketride-server",
        "reason": "Same mcp server intent with mcp, workflow overlap."
      },
      {
        "repo": "HKUDS/nanobot",
        "reason": "Same mcp server intent with mcp, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Matched \"library\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 32,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-02T16:01:09.180Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.pushed_at",
            "metrics.recent_push_days"
          ]
        },
        "license": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.license"
          ]
        },
        "documentation": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.description"
          ]
        },
        "runtime": {
          "status": "inferred",
          "source": "git_top_heuristic",
          "evidence": [
            "agent_card.deployment",
            "agent_card.cloudflare_ready"
          ]
        },
        "install": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "installation/build probe is not enabled"
          ]
        },
        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
          ]
        },
        "mcp": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "MCP liveness and tool-call probe is not enabled"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 3,
        "unknown": 0
      },
      "next_steps": [
        "Run an installation/build probe before production adoption.",
        "Run a dependency and security scan before treating the score as a trust claim.",
        "Run MCP initialize, tools/list, first-call, and error probes before relying on this server."
      ]
    },
    "source_fields": [
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      "project.topics",
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    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-09-02T16:01:09.180Z"
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  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
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  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
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    "project.topics",
    "project.language",
    "project.license",
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    "agent_card.use_cases",
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    "agent_card.classification",
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  "last_verified_at": "2026-09-02T16:01:09.180Z",
  "knowledge": {
    "project": {
      "id": "Kronova-Intelligent-Systems/asset-intel-orchestration-engine",
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      "name": "asset-intel-orchestration-engine",
      "full_name": "Kronova-Intelligent-Systems/asset-intel-orchestration-engine",
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      "stars": 250,
      "forks": 35,
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      "default_branch": "main",
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          "project_id": "can1357/oh-my-pi",
          "reason": "Same mcp server intent with mcp overlap."
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        {
          "project_id": "rocketride-org/rocketride-server",
          "reason": "Same mcp server intent with mcp, workflow overlap."
        },
        {
          "project_id": "HKUDS/nanobot",
          "reason": "Same mcp server intent with mcp, workflow overlap."
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      "summary_for_agent": "Use Kronova-Intelligent-Systems/asset-intel-orchestration-engine when the user needs a mcp server project with docker, vercel, serverless deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"vercel\" in repository content.",
            "Matched \"npm install\" in repository content.",
            "Matched \"library\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
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        "difficulty": {
          "confidence": "medium",
          "evidence": [
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          "confidence": "high",
          "evidence": [
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