{
  "project_id": "vshulcz/deja-vu",
  "repo": "vshulcz/deja-vu",
  "name": "deja-vu",
  "github_url": "https://github.com/vshulcz/deja-vu",
  "homepage_url": "https://vshulcz.github.io/deja-vu/",
  "language": "Go",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "agent-memory",
    "ai-memory",
    "claude-code",
    "claude-code-hooks",
    "claude-code-plugins",
    "codex",
    "coding-agents",
    "deepseek-harness",
    "dsh-plugin",
    "gemini-cli-extension",
    "hacktoberfest",
    "kimi-code",
    "mcp",
    "mcp-server",
    "memory",
    "opencode",
    "persistent-memory",
    "qwen-code",
    "session-history",
    "zed-extension"
  ],
  "description": "Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.",
  "overview": "Use vshulcz/deja-vu when the user needs a mcp server project with docker, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Same mcp server intent with coding_agent, mcp overlap."
    },
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with coding_agent, mcp overlap."
    },
    {
      "repo": "ruvnet/ruflo",
      "reason": "Same mcp server intent with agent_memory, mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "ohad6k/emulo",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    },
    {
      "repo": "IvanMurzak/Godot-MCP",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    },
    {
      "repo": "UiPath/coder_eval",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    },
    {
      "repo": "kris-hansen/comanda",
      "reason": "Related to vshulcz/deja-vu through mcp server category and local deployment."
    },
    {
      "repo": "dcostenco/prism-coder",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    },
    {
      "repo": "bytebase/dbhub",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    },
    {
      "repo": "MemTensor/memmy-agent",
      "reason": "Related to vshulcz/deja-vu through mcp server category and local deployment."
    },
    {
      "repo": "Eshaan-Nair/ArcRift",
      "reason": "Related to vshulcz/deja-vu through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "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": {
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      "confidence": "medium",
      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
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    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "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": 1298,
    "recent_commits": 100,
    "contributors": 71,
    "issue_response_time_hours": null,
    "release_frequency_180d": 70
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 54,
  "agent_score": 81,
  "score": 92,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 74,
    "deployment": 80,
    "popularity": 62,
    "community": 100
  },
  "git_top_score": 92,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 82,
    "documentation": 84,
    "stability": 100,
    "adoption": 90,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-10-24T08:31:04.623Z",
    "signals": {
      "activity": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
        ]
      },
      "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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      }
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    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 3,
      "unknown": 0
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    "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."
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  },
  "summary": {
    "tl_dr": "Use vshulcz/deja-vu when the user needs a mcp server project with docker, local, cloud deployment options.",
    "purpose": "Use vshulcz/deja-vu when the user needs a mcp server project with docker, local, cloud 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",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "headroomlabs-ai/headroom",
        "reason": "Same mcp server intent with coding_agent, mcp overlap."
      },
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with coding_agent, mcp overlap."
      },
      {
        "repo": "ruvnet/ruflo",
        "reason": "Same mcp server intent with agent_memory, mcp overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "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": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-10-24T08:31:04.623Z",
      "signals": {
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          "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": "2026-10-24T08:31:04.623Z"
  },
  "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": "2026-10-24T08:31:04.623Z",
  "knowledge": {
    "project": {
      "id": "vshulcz/deja-vu",
      "owner": "vshulcz",
      "name": "deja-vu",
      "full_name": "vshulcz/deja-vu",
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      "homepage_url": "https://vshulcz.github.io/deja-vu/",
      "description": "Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.",
      "language": "Go",
      "topics": [
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        "claude-code-hooks",
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        "opencode",
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      "pushed_at": "2026-10-24T08:13:19Z",
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          "project_id": "headroomlabs-ai/headroom",
          "reason": "Same mcp server intent with coding_agent, mcp overlap."
        },
        {
          "project_id": "can1357/oh-my-pi",
          "reason": "Same mcp server intent with coding_agent, mcp overlap."
        },
        {
          "project_id": "ruvnet/ruflo",
          "reason": "Same mcp server intent with agent_memory, mcp overlap."
        }
      ],
      "summary_for_agent": "Use vshulcz/deja-vu when the user needs a mcp server project with docker, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"mcp\" in metadata."
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          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "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": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-10-24T08:31:04.623Z"
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      "releases_180d": 70,
      "contributors_90d": 71,
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        "releases_180d": "complete",
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