{
  "project_id": "soapbucket/sbproxy",
  "repo": "soapbucket/sbproxy",
  "name": "sbproxy",
  "github_url": "https://github.com/soapbucket/sbproxy",
  "homepage_url": "https://sbproxy.dev",
  "language": "Rust",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "ai-gateway",
    "ai-governance",
    "anthropic",
    "api-gateway",
    "claude-code",
    "llm",
    "llm-gateway",
    "llm-proxy",
    "llm-routing",
    "load-balancer",
    "mcp",
    "openai",
    "openai-proxy",
    "pingora",
    "rate-limiting",
    "reverse-proxy",
    "rust",
    "self-hosted",
    "vllm",
    "waf"
  ],
  "description": "Open source Enterprise AI Gateway for API, MCP and agent, and AI model traffic. One Apache-2.0 binary: 72 native providers behind an OpenAI-compatible API, or serve vLLM and llama.cpp on your own GPUs. Keys, budgets, guardrails, semantic cache, WAF.",
  "overview": "Use soapbucket/sbproxy when the user needs a mcp server project with docker, kubernetes, local 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": "stdapi-ai/stdapi.ai",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "bagidea/bagidea-office",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "mixpeek/amux",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "bytechefhq/bytechef",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "BerriAI/litellm",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "Rheosoph/flow-like",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "mudler/LocalAI",
      "reason": "Related to soapbucket/sbproxy through mcp server category and docker deployment."
    },
    {
      "repo": "danny-avila/LibreChat",
      "reason": "Related to soapbucket/sbproxy 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": [
        "Matched \"kubernetes\" 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: gpu.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 53,
    "recent_commits": 100,
    "contributors": 2,
    "issue_response_time_hours": null,
    "release_frequency_180d": 21
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 37,
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 29,
  "agent_score": 65,
  "score": 76,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 57,
    "deployment": 90,
    "popularity": 34,
    "community": 47
  },
  "git_top_score": 76,
  "git_top_score_breakdown": {
    "community": 65,
    "maintenance": 71,
    "documentation": 84,
    "stability": 100,
    "adoption": 38,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-08T13:31:09.567Z",
    "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"
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      },
      "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."
    ]
  },
  "summary": {
    "tl_dr": "Use soapbucket/sbproxy when the user needs a mcp server project with docker, kubernetes, local deployment options.",
    "purpose": "Use soapbucket/sbproxy 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": "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": [
          "Matched \"kubernetes\" 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: gpu.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 37,
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-08T13:31:09.567Z",
      "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",
      "Partial or estimated quality signals: commits30d.",
      "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": "2026-09-08T13:31:09.567Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: commits30d.",
    "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",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "verification.signals"
  ],
  "last_verified_at": "2026-09-08T13:31:09.567Z",
  "knowledge": {
    "project": {
      "id": "soapbucket/sbproxy",
      "owner": "soapbucket",
      "name": "sbproxy",
      "full_name": "soapbucket/sbproxy",
      "github_url": "https://github.com/soapbucket/sbproxy",
      "homepage_url": "https://sbproxy.dev",
      "description": "Open source Enterprise AI Gateway for API, MCP and agent, and AI model traffic. One Apache-2.0 binary: 72 native providers behind an OpenAI-compatible API, or serve vLLM and llama.cpp on your own GPUs. Keys, budgets, guardrails, semantic cache, WAF.",
      "language": "Rust",
      "topics": [
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        "anthropic",
        "api-gateway",
        "claude-code",
        "llm",
        "llm-gateway",
        "llm-proxy",
        "llm-routing",
        "load-balancer",
        "mcp",
        "openai",
        "openai-proxy",
        "pingora",
        "rate-limiting",
        "reverse-proxy",
        "rust",
        "self-hosted",
        "vllm",
        "waf"
      ],
      "license": "Apache-2.0",
      "stars": 53,
      "forks": 1,
      "open_issues": 0,
      "default_branch": "main",
      "created_at": "2026-04-08T21:29:07Z",
      "updated_at": "2026-09-08T02:10:54Z",
      "pushed_at": "2026-09-07T23:14:03Z",
      "synced_at": "2026-09-08T13:31:09.567Z"
    },
    "agent_card": {
      "project_id": "soapbucket/sbproxy",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
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        "kubernetes",
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        "cloud"
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      "cloudflare_ready": false,
      "use_cases": [
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        "expose APIs through MCP",
        "bootstrap MCP integrations"
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      ],
      "alternatives": [
        {
          "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."
        }
      ],
      "summary_for_agent": "Use soapbucket/sbproxy 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": [
            "Matched \"kubernetes\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
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        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: gpu.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-08T13:31:09.567Z"
    },
    "metrics": {
      "project_id": "soapbucket/sbproxy",
      "stars_30d_delta": 6,
      "commits_30d": 100,
      "releases_180d": 21,
      "contributors_90d": 2,
      "issue_first_response_median_hours": null,
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        "releases_180d": "complete",
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  "resolved_from": {
    "requested_id": "soapbucket/sbproxy",
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    "resolution": "direct"
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    "source": "d1",
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    "project_count": 1214,
    "generated_at": "2026-09-09T00:31:56.010Z",
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