{
  "project_id": "VkRainB/ccMesh",
  "repo": "VkRainB/ccMesh",
  "name": "ccMesh",
  "github_url": "https://github.com/VkRainB/ccMesh",
  "homepage_url": "https://vkrainb.github.io/ccMesh/",
  "language": "Rust",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "llm_gateway"
  ],
  "tags": [
    "claude",
    "desktop-app",
    "gateway",
    "llm",
    "local-proxy",
    "protocol-conversion",
    "tauri2"
  ],
  "description": "Claude Code / Codex local AI proxy gateway desktop app (Tauri). Anthropic Messages <-> OpenAI-compatible protocol transform, model mapping, endpoint rotation/failover. 本地桌面代理网关：协议转换、模型映射、多端点轮换/熔断，对接官方 API 或中转站，不改客户端。Windows/macOS/Linux.",
  "overview": "Use VkRainB/ccMesh when the user needs a llm gateway project with library-only, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "MiXaiLL76/auto_ai_router",
      "reason": "Same llm gateway intent with llm_gateway overlap."
    },
    {
      "repo": "Ahoo-Wang/GodeX",
      "reason": "Same llm gateway intent with llm_gateway overlap."
    },
    {
      "repo": "andreimerfu/pllm",
      "reason": "Same llm gateway intent with llm_gateway overlap."
    }
  ],
  "related": [
    {
      "repo": "trefeon/freebuff-proxy",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    },
    {
      "repo": "off-grid-ai/OGAD",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    },
    {
      "repo": "frieser/antigravity-proxy",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and local deployment."
    },
    {
      "repo": "Hal0ai/hal0",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and local deployment."
    },
    {
      "repo": "Binomial-Capital-Management/binomialhash",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    },
    {
      "repo": "BuilderIO/ai-shell",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    },
    {
      "repo": "Nutlope/llamacoder",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    },
    {
      "repo": "Hellsender01/LLMMap",
      "reason": "Related to VkRainB/ccMesh through llm gateway category and library_only deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "route LLM requests",
    "standardize model provider access",
    "add gateway-level controls"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"gateway\" in metadata.",
        "Matched \"proxy\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"npm install\" 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": 119,
    "recent_commits": 99,
    "contributors": 1,
    "issue_response_time_hours": null,
    "release_frequency_180d": 15
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    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 30,
  "agent_score": 64,
  "score": 79,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 56,
    "deployment": 80,
    "popularity": 42,
    "community": 46
  },
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  "git_top_score_breakdown": {
    "community": 66,
    "maintenance": 70,
    "documentation": 84,
    "stability": 100,
    "adoption": 55,
    "agent_readability": 100
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    "overall_status": "partial",
    "observed_at": "2026-09-03T11:01:05.356Z",
    "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"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "project is not classified as mcp_server"
        ]
      }
    },
    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 2,
      "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."
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  },
  "summary": {
    "tl_dr": "Use VkRainB/ccMesh when the user needs a llm gateway project with library-only, local, cloud deployment options.",
    "purpose": "Use VkRainB/ccMesh when the user needs a llm gateway project with library-only, local, cloud deployment options.",
    "install": "Install as a library or package using the repository instructions.",
    "inputs": [
      "model requests",
      "routing config",
      "provider credentials"
    ],
    "outputs": [
      "proxied completions",
      "routed responses",
      "usage metrics"
    ],
    "good_for": [
      "route LLM requests",
      "standardize model provider access",
      "add gateway-level controls",
      "model routing",
      "provider abstraction",
      "LLM proxying"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "local-only inference",
      "non-LLM services"
    ],
    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "MiXaiLL76/auto_ai_router",
        "reason": "Same llm gateway intent with llm_gateway overlap."
      },
      {
        "repo": "Ahoo-Wang/GodeX",
        "reason": "Same llm gateway intent with llm_gateway overlap."
      },
      {
        "repo": "andreimerfu/pllm",
        "reason": "Same llm gateway intent with llm_gateway overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"gateway\" in metadata.",
          "Matched \"proxy\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"npm install\" 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": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-03T11:01:05.356Z",
      "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"
          ]
        },
        "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_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "project is not classified as mcp_server"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 2,
        "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."
      ]
    },
    "source_fields": [
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      "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: stars30dDelta.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-09-03T11:01:05.356Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta.",
    "Independent installation, security, or runtime probes have not been run for this project."
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    "project.description",
    "project.topics",
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  "last_verified_at": "2026-09-03T11:01:05.356Z",
  "knowledge": {
    "project": {
      "id": "VkRainB/ccMesh",
      "owner": "VkRainB",
      "name": "ccMesh",
      "full_name": "VkRainB/ccMesh",
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          "project_id": "Ahoo-Wang/GodeX",
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        },
        {
          "project_id": "andreimerfu/pllm",
          "reason": "Same llm gateway intent with llm_gateway overlap."
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      "summary_for_agent": "Use VkRainB/ccMesh when the user needs a llm gateway project with library-only, local, cloud deployment options.",
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          "confidence": "high",
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          "evidence": [
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          "evidence": [
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        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
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        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-03T11:01:05.356Z"
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      "commits_30d": 99,
      "releases_180d": 15,
      "contributors_90d": 1,
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      "git_score": 30,
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