{
  "project_id": "rush-db/rushdb",
  "repo": "rush-db/rushdb",
  "name": "rushdb",
  "github_url": "https://github.com/rush-db/rushdb",
  "homepage_url": "https://rushdb.com",
  "language": "Rust",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "ai",
    "ai-agents",
    "ai-memory",
    "analytics",
    "cloud",
    "cypher",
    "database",
    "docker",
    "embeddings",
    "graph-database",
    "gremlin",
    "llm",
    "mcp",
    "property-graph",
    "rag",
    "rust",
    "self-hosted",
    "semantic-search",
    "sql",
    "vector-search"
  ],
  "description": "RushDB is a self-describing, graph-native database that helps AI agents reason over data with confidence: progressively introspect what's queryable—without guesswork.",
  "overview": "Use rush-db/rushdb when the user needs a mcp server project with docker, kubernetes, library-only deployment options.",
  "alternatives": [
    {
      "repo": "heygen-com/hyperframes",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "ruvnet/ruflo",
      "reason": "Same mcp server intent with agent_memory, rag, mcp overlap."
    },
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Same mcp server intent with rag, mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "deepset-ai/haystack",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "pipeshub-ai/pipeshub-ai",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "Rheosoph/flow-like",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "unclecode/crawl4ai",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "Eshaan-Nair/ArcRift",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "agent-sh/agent-workspace-linux",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "openlegion-ai/openlegion",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    },
    {
      "repo": "ModelEngine-Group/nexent",
      "reason": "Related to rush-db/rushdb through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "Vector database",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "kubernetes",
    "library_only",
    "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",
    "users expecting a complete hosted product"
  ],
  "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.",
        "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": [
        "Runtime blocker: python, postgres.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 326,
    "recent_commits": 19,
    "contributors": 6,
    "issue_response_time_hours": null,
    "release_frequency_180d": 94
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 22,
  "agent_score": 68,
  "score": 82,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 46,
    "deployment": 100,
    "popularity": 50,
    "community": 51
  },
  "git_top_score": 82,
  "git_top_score_breakdown": {
    "community": 85,
    "maintenance": 58,
    "documentation": 84,
    "stability": 100,
    "adoption": 70,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-11-05T11:00:13.603Z",
    "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."
    ]
  },
  "summary": {
    "tl_dr": "Use rush-db/rushdb when the user needs a mcp server project with docker, kubernetes, library-only deployment options.",
    "purpose": "Use rush-db/rushdb when the user needs a mcp server project with docker, kubernetes, library-only 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",
      "kubernetes",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "heygen-com/hyperframes",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "ruvnet/ruflo",
        "reason": "Same mcp server intent with agent_memory, rag, mcp overlap."
      },
      {
        "repo": "headroomlabs-ai/headroom",
        "reason": "Same mcp server intent with rag, mcp 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.",
          "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": [
          "Runtime blocker: python, postgres.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-11-05T11:00:13.603Z",
      "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",
      "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": "2026-11-05T11:00:13.603Z"
  },
  "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.",
  "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": "2026-11-05T11:00:13.603Z",
  "knowledge": {
    "project": {
      "id": "rush-db/rushdb",
      "owner": "rush-db",
      "name": "rushdb",
      "full_name": "rush-db/rushdb",
      "github_url": "https://github.com/rush-db/rushdb",
      "homepage_url": "https://rushdb.com",
      "description": "RushDB is a self-describing, graph-native database that helps AI agents reason over data with confidence: progressively introspect what's queryable—without guesswork.",
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        "ai-agents",
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        "docker",
        "embeddings",
        "graph-database",
        "gremlin",
        "llm",
        "mcp",
        "property-graph",
        "rag",
        "rust",
        "self-hosted",
        "semantic-search",
        "sql",
        "vector-search"
      ],
      "license": "Apache-2.0",
      "stars": 326,
      "forks": 28,
      "open_issues": 40,
      "default_branch": "main",
      "created_at": "2024-12-15T09:12:00Z",
      "updated_at": "2026-11-01T20:39:47Z",
      "pushed_at": "2026-11-04T23:46:25Z",
      "synced_at": "2026-11-05T11:00:13.603Z"
    },
    "agent_card": {
      "project_id": "rush-db/rushdb",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
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      "cloudflare_ready": false,
      "use_cases": [
        "connect agents to tools",
        "expose APIs through MCP",
        "bootstrap MCP integrations"
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      "not_good_for": [
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        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "heygen-com/hyperframes",
          "reason": "Same mcp server intent with mcp overlap."
        },
        {
          "project_id": "ruvnet/ruflo",
          "reason": "Same mcp server intent with agent_memory, rag, mcp overlap."
        },
        {
          "project_id": "headroomlabs-ai/headroom",
          "reason": "Same mcp server intent with rag, mcp overlap."
        }
      ],
      "summary_for_agent": "Use rush-db/rushdb when the user needs a mcp server project with docker, kubernetes, library-only deployment options.",
      "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.",
            "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": [
            "Runtime blocker: python, postgres.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-11-05T11:00:13.603Z"
    },
    "metrics": {
      "project_id": "rush-db/rushdb",
      "stars_30d_delta": 2,
      "commits_30d": 19,
      "releases_180d": 94,
      "contributors_90d": 6,
      "issue_first_response_median_hours": null,
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      "maintenance_score": 46,
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        "stars30d_window_days": 33,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
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  "resolved_from": {
    "requested_id": "rush-db/rushdb",
    "resolved_id": "rush-db/rushdb",
    "resolution": "direct"
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  "metadata": {
    "source": "d1",
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    "project_count": 1226,
    "generated_at": "2026-11-11T03:25:47.942Z",
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