{
  "project_id": "Portkey-AI/gateway",
  "repo": "Portkey-AI/gateway",
  "name": "gateway",
  "github_url": "https://github.com/Portkey-AI/gateway",
  "homepage_url": "https://portkey.ai/features/ai-gateway",
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "ai-gateway",
    "gateway",
    "generative-ai",
    "hacktoberfest",
    "langchain",
    "llm",
    "llm-gateway",
    "llmops",
    "llms",
    "mcp",
    "mcp-client",
    "mcp-gateway",
    "mcp-servers",
    "model-router",
    "openai"
  ],
  "description": "A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.",
  "overview": "Use Portkey-AI/gateway when the user needs a mcp server project with docker, cloudflare, serverless deployment options.",
  "alternatives": [
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap."
    },
    {
      "repo": "BerriAI/litellm",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap."
    },
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "Portkey-AI/hoot",
      "reason": "Related to Portkey-AI/gateway through mcp server category and cloudflare deployment."
    },
    {
      "repo": "ComposioHQ/composio",
      "reason": "Related to Portkey-AI/gateway through mcp server category and cloudflare deployment."
    },
    {
      "repo": "BerriAI/litellm",
      "reason": "Related to Portkey-AI/gateway through mcp server category and docker deployment."
    },
    {
      "repo": "dagucloud/dagu",
      "reason": "Related to Portkey-AI/gateway through mcp server category and docker deployment."
    },
    {
      "repo": "mcp-use/mcp-use",
      "reason": "Related to Portkey-AI/gateway through mcp server category and library_only deployment."
    },
    {
      "repo": "nirholas/XActions",
      "reason": "Related to Portkey-AI/gateway through mcp server category and docker deployment."
    },
    {
      "repo": "inkeep/agents",
      "reason": "Related to Portkey-AI/gateway through mcp server category and docker deployment."
    },
    {
      "repo": "datawhalechina/easy-vibe",
      "reason": "Related to Portkey-AI/gateway through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "Cloudflare Workers",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "cloudflare",
    "serverless",
    "vercel",
    "kubernetes",
    "library_only",
    "local"
  ],
  "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",
    "users expecting a complete hosted product"
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    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Found wrangler.toml.",
        "Matched \"vercel\" in repository content.",
        "Matched \"kubernetes\" in repository content.",
        "Matched \"pip install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Cloudflare deployment path suggests a guided serverless setup."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Cloudflare signal: wrangler.toml.",
        "Runtime blocker: python."
      ]
    }
  },
  "quality_signals": {
    "stars": 12939,
    "recent_commits": 0,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 36,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 27,
  "agent_score": 77,
  "score": 72,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 26,
    "deployment": 100,
    "popularity": 82,
    "community": 100
  },
  "git_top_score": 72,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 18,
    "documentation": 84,
    "stability": 45,
    "adoption": 100,
    "agent_readability": 100
  },
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    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-08T22:31:06.940Z",
    "signals": {
      "activity": {
        "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"
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      },
      "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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    "coverage": {
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      "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."
    ]
  },
  "summary": {
    "tl_dr": "Use Portkey-AI/gateway when the user needs a mcp server project with docker, cloudflare, serverless deployment options.",
    "purpose": "Use Portkey-AI/gateway when the user needs a mcp server project with docker, cloudflare, serverless deployment options.",
    "install": "Deploy on Cloudflare Workers using the repository's deployment 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",
      "cloudflare",
      "serverless",
      "vercel",
      "kubernetes",
      "library_only",
      "local"
    ],
    "alternatives": [
      {
        "repo": "headroomlabs-ai/headroom",
        "reason": "Same mcp server intent with mcp, llm_gateway overlap."
      },
      {
        "repo": "BerriAI/litellm",
        "reason": "Same mcp server intent with mcp, llm_gateway overlap."
      },
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with mcp overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Found wrangler.toml.",
          "Matched \"vercel\" in repository content.",
          "Matched \"kubernetes\" in repository content.",
          "Matched \"pip install\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Cloudflare deployment path suggests a guided serverless setup."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Cloudflare signal: wrangler.toml.",
          "Runtime blocker: python."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 36,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-08T22:31:06.940Z",
      "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": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics",
      "verification.signals"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: contributors90d.",
      "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": "2026-09-08T22:31:06.940Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: contributors90d.",
    "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.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
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    "agent_card.use_cases",
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    "agent_card.classification",
    "metrics",
    "verification.signals"
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  "last_verified_at": "2026-09-08T22:31:06.940Z",
  "knowledge": {
    "project": {
      "id": "Portkey-AI/gateway",
      "owner": "Portkey-AI",
      "name": "gateway",
      "full_name": "Portkey-AI/gateway",
      "github_url": "https://github.com/Portkey-AI/gateway",
      "homepage_url": "https://portkey.ai/features/ai-gateway",
      "description": "A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.",
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      "stars": 12939,
      "forks": 1296,
      "open_issues": 258,
      "default_branch": "main",
      "created_at": "2023-08-23T11:52:47Z",
      "updated_at": "2026-09-08T21:57:29Z",
      "pushed_at": "2026-05-25T13:54:51Z",
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    "agent_card": {
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      "use_cases": [
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          "project_id": "headroomlabs-ai/headroom",
          "reason": "Same mcp server intent with mcp, llm_gateway overlap."
        },
        {
          "project_id": "BerriAI/litellm",
          "reason": "Same mcp server intent with mcp, llm_gateway overlap."
        },
        {
          "project_id": "can1357/oh-my-pi",
          "reason": "Same mcp server intent with mcp overlap."
        }
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      "summary_for_agent": "Use Portkey-AI/gateway when the user needs a mcp server project with docker, cloudflare, serverless deployment options.",
      "classification": {
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          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Found wrangler.toml.",
            "Matched \"vercel\" in repository content.",
            "Matched \"kubernetes\" in repository content.",
            "Matched \"pip install\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Cloudflare deployment path suggests a guided serverless setup."
          ]
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          "confidence": "high",
          "evidence": [
            "Cloudflare signal: wrangler.toml.",
            "Runtime blocker: python."
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      "generated_at": "2026-09-08T22:31:06.940Z"
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