{
  "project_id": "lianluo-esign/ferrogate",
  "repo": "lianluo-esign/ferrogate",
  "name": "ferrogate",
  "github_url": "https://github.com/lianluo-esign/ferrogate",
  "homepage_url": "https://token4ai.cloud",
  "language": "Rust",
  "license": "NOASSERTION",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "agentic-gateway",
    "ai",
    "ai-agent",
    "ai-gateway",
    "ai-tools",
    "aigateway",
    "api-gateway",
    "infrastructure",
    "mcp-gateway",
    "reverse-proxy",
    "rust"
  ],
  "description": "Open-source Rust/Pingora AI gateway and reverse proxy for self-hosted LLM traffic control: OpenAI-compatible Chat/Responses, provider routing/fallback, virtual API keys, policy and budgets, exact-match cache, MCP/tool execution, observability, Admin APIs/dashboard, cluster ops, and automatic HTTPS.",
  "overview": "Use lianluo-esign/ferrogate when the user needs a mcp server project with docker, kubernetes, local deployment options.",
  "alternatives": [
    {
      "repo": "BerriAI/litellm",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap."
    },
    {
      "repo": "1jehuang/jcode",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "mcp-use/mcp-use",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap."
    }
  ],
  "related": [
    {
      "repo": "mudler/LocalAI",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "ModelEngine-Group/nexent",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "bytechefhq/bytechef",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "ImFeH2/flowent",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "stacklok/toolhive",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "Portkey-AI/gateway",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "freddy-schuetz/n8n-claw",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    },
    {
      "repo": "rocketride-org/rocketride-server",
      "reason": "Related to lianluo-esign/ferrogate through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "kubernetes",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "connect agents to tools",
    "expose APIs through MCP",
    "bootstrap MCP integrations"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"kubernetes\" in repository content.",
        "Matched \"helm chart\" 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": [
        "Runtime blocker: postgres, filesystem.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 20,
    "recent_commits": 100,
    "contributors": 1,
    "issue_response_time_hours": null,
    "release_frequency_180d": 6
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 22,
  "agent_score": 60,
  "score": 72,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 44,
    "deployment": 90,
    "popularity": 26,
    "community": 46
  },
  "git_top_score": 72,
  "git_top_score_breakdown": {
    "community": 58,
    "maintenance": 61,
    "documentation": 84,
    "stability": 100,
    "adoption": 32,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use lianluo-esign/ferrogate when the user needs a mcp server project with docker, kubernetes, local deployment options.",
    "purpose": "Use lianluo-esign/ferrogate when the user needs a mcp server project with docker, kubernetes, local 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",
      "front-end apps",
      "non-tooling backends"
    ],
    "deployment": [
      "docker",
      "kubernetes",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "BerriAI/litellm",
        "reason": "Same mcp server intent with mcp, llm_gateway overlap."
      },
      {
        "repo": "1jehuang/jcode",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "mcp-use/mcp-use",
        "reason": "Same mcp server intent with mcp, llm_gateway overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"kubernetes\" in repository content.",
          "Matched \"helm chart\" 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": [
          "Runtime blocker: postgres, filesystem.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta, commits30d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-20T12:01:10.662Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta, commits30d."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-07-20T12:01:10.662Z",
  "knowledge": {
    "project": {
      "id": "lianluo-esign/ferrogate",
      "owner": "lianluo-esign",
      "name": "ferrogate",
      "full_name": "lianluo-esign/ferrogate",
      "github_url": "https://github.com/lianluo-esign/ferrogate",
      "homepage_url": "https://token4ai.cloud",
      "description": "Open-source Rust/Pingora AI gateway and reverse proxy for self-hosted LLM traffic control: OpenAI-compatible Chat/Responses, provider routing/fallback, virtual API keys, policy and budgets, exact-match cache, MCP/tool execution, observability, Admin APIs/dashboard, cluster ops, and automatic HTTPS.",
      "language": "Rust",
      "topics": [
        "agentic-gateway",
        "ai",
        "ai-agent",
        "ai-gateway",
        "ai-tools",
        "aigateway",
        "api-gateway",
        "infrastructure",
        "mcp-gateway",
        "reverse-proxy",
        "rust"
      ],
      "license": "NOASSERTION",
      "stars": 20,
      "forks": 2,
      "open_issues": 24,
      "default_branch": "main",
      "created_at": "2026-05-01T13:17:28Z",
      "updated_at": "2026-07-20T11:15:51Z",
      "pushed_at": "2026-07-20T11:14:49Z",
      "synced_at": "2026-07-20T12:01:10.662Z"
    },
    "agent_card": {
      "project_id": "lianluo-esign/ferrogate",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "kubernetes",
        "local",
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      "cloudflare_ready": false,
      "use_cases": [
        "connect agents to tools",
        "expose APIs through MCP",
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      ],
      "alternatives": [
        {
          "project_id": "BerriAI/litellm",
          "reason": "Same mcp server intent with mcp, llm_gateway overlap."
        },
        {
          "project_id": "1jehuang/jcode",
          "reason": "Same mcp server intent with mcp overlap."
        },
        {
          "project_id": "mcp-use/mcp-use",
          "reason": "Same mcp server intent with mcp, llm_gateway overlap."
        }
      ],
      "summary_for_agent": "Use lianluo-esign/ferrogate when the user needs a mcp server project with docker, kubernetes, local deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
          ]
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"kubernetes\" in repository content.",
            "Matched \"helm chart\" 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": [
            "Runtime blocker: postgres, filesystem.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-20T12:01:10.662Z"
    },
    "metrics": {
      "project_id": "lianluo-esign/ferrogate",
      "stars_30d_delta": 8,
      "commits_30d": 100,
      "releases_180d": 6,
      "contributors_90d": 1,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 22,
      "maintenance_score": 44,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-20T12:01:10.662Z"
    }
  },
  "resolved_from": {
    "requested_id": "lianluo-esign/ferrogate",
    "resolved_id": "lianluo-esign/ferrogate",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 979,
    "generated_at": "2026-07-21T11:50:02.295Z",
    "snapshot_id": "d1:979:2026-07-21T11:01:06.550Z",
    "latest_synced_at": "2026-07-21T11:01:06.550Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}