diff --git a/scripts/analyze_claude_history.py b/scripts/analyze_claude_history.py
new file mode 100755
index 00000000..85493de3
--- /dev/null
+++ b/scripts/analyze_claude_history.py
@@ -0,0 +1,317 @@
+#!/usr/bin/env python3
+import argparse
+import json
+import logging
+import shutil
+from collections import Counter
+from dataclasses import dataclass
+from datetime import datetime, timedelta
+from pathlib import Path
+
+logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
+logger = logging.getLogger(__name__)
+
+
+@dataclass
+class SessionInfo:
+    session_id: str
+    project: str
+    start_time: int
+    end_time: int
+    message_count: int
+    edda_tool_usage: set[str]
+    first_message: str
+    records: list[dict]
+
+
+def extract_matching_tools(record: dict) -> set[str]:
+    tools = set()
+
+    # recursively search for tool_use blocks with name field
+    def walk(obj):
+        match obj:
+            case {"type": "tool_use", "name": str(name)} if name.startswith(("mcp__edda", "mcp__databricks")):
+                tools.add(name)
+            case dict():
+                for value in obj.values():
+                    walk(value)
+            case list():
+                for item in obj:
+                    walk(item)
+
+    walk(record)
+    return tools
+
+
+def parse_session_file(session_file: Path) -> SessionInfo | None:
+    records = []
+    edda_tools = set()
+    start_time = None
+    end_time = None
+    first_message = ""
+    session_id = None
+    project = None
+
+    try:
+        with session_file.open("r") as f:
+            for line in f:
+                if not line.strip():
+                    continue
+
+                record = json.loads(line)
+                records.append(record)
+
+                if session_id is None:
+                    session_id = record.get("sessionId")
+                if project is None:
+                    project = record.get("cwd")
+
+                timestamp_str = record.get("timestamp")
+                if timestamp_str:
+                    ts = datetime.fromisoformat(timestamp_str.replace("Z", "+00:00"))
+                    timestamp_ms = int(ts.timestamp() * 1000)
+
+                    if start_time is None:
+                        start_time = timestamp_ms
+                    end_time = timestamp_ms
+
+                edda_tools.update(extract_matching_tools(record))
+
+                if not first_message and record.get("type") == "user":
+                    msg = record.get("message", {})
+                    match msg:
+                        case {"content": str(content)}:
+                            first_message = content[:200]
+                        case {"content": [{"text": str(text)}, *_]}:
+                            first_message = text[:200]
+
+        if not records:
+            return None
+
+        if not session_id or not project or start_time is None:
+            logger.warning(
+                f"skipping {session_file.name}: missing required fields "
+                f"(session_id={session_id}, project={project}, start_time={start_time})"
+            )
+            return None
+
+        if end_time is None:
+            end_time = start_time
+
+        return SessionInfo(
+            session_id=session_id,
+            project=project,
+            start_time=start_time,
+            end_time=end_time,
+            message_count=len([r for r in records if r.get("type") in ("user", "assistant")]),
+            edda_tool_usage=edda_tools,
+            first_message=first_message,
+            records=records,
+        )
+    except json.JSONDecodeError as e:
+        logger.error(f"invalid JSON in {session_file.name}: {e}")
+        return None
+    except OSError as e:
+        logger.error(f"failed to read {session_file.name}: {e}")
+        return None
+    except Exception as e:
+        logger.error(f"unexpected error parsing {session_file.name}: {e}")
+        return None
+
+
+def parse_all_sessions(
+    projects_dir: Path,
+    min_date: datetime | None = None,
+    max_date: datetime | None = None,
+    project_pattern: str | None = None,
+) -> dict[str, tuple[SessionInfo, str]]:
+    sessions: dict[str, tuple[SessionInfo, str]] = {}
+
+    if not projects_dir.exists():
+        logger.error(f"projects directory does not exist: {projects_dir}")
+        return sessions
+
+    for project_dir in projects_dir.iterdir():
+        if not project_dir.is_dir():
+            continue
+
+        source_project_name = project_dir.name
+
+        if project_pattern and project_pattern.lower() not in source_project_name.lower():
+            continue
+
+        for session_file in project_dir.glob("*.jsonl"):
+            session_info = parse_session_file(session_file)
+            if not session_info:
+                continue
+
+            session_datetime = datetime.fromtimestamp(session_info.start_time / 1000)
+
+            if min_date and session_datetime < min_date:
+                continue
+            if max_date and session_datetime > max_date:
+                continue
+
+            sessions[session_info.session_id] = (session_info, source_project_name)
+
+    return sessions
+
+
+def format_timestamp(ts: int) -> str:
+    return datetime.fromtimestamp(ts / 1000).strftime("%Y-%m-%d %H:%M:%S")
+
+
+def format_duration(start_ms: int, end_ms: int) -> str:
+    duration_sec = (end_ms - start_ms) / 1000
+    match duration_sec:
+        case d if d < 60:
+            return f"{d:.0f}s"
+        case d if d < 3600:
+            return f"{d / 60:.1f}m"
+        case d:
+            return f"{d / 3600:.1f}h"
+
+
+def write_session_file(session: SessionInfo, output_dir: Path, source_project_name: str):
+    project_dir = output_dir / source_project_name
+    project_dir.mkdir(parents=True, exist_ok=True)
+
+    filename = f"{session.session_id}.json"
+    filepath = project_dir / filename
+
+    # remove redundant sessionId from records
+    cleaned_records = []
+    for record in session.records:
+        cleaned = {k: v for k, v in record.items() if k != "sessionId"}
+        cleaned_records.append(cleaned)
+
+    session_data = {
+        "metadata": {
+            "project": session.project,
+            "session_id": session.session_id,
+            "start_time": format_timestamp(session.start_time),
+            "start_time_ms": session.start_time,
+            "end_time": format_timestamp(session.end_time),
+            "end_time_ms": session.end_time,
+            "duration": format_duration(session.start_time, session.end_time),
+            "message_count": session.message_count,
+            "total_records": len(session.records),
+            "matching_tools": sorted(session.edda_tool_usage),
+        },
+        "records": cleaned_records,
+    }
+
+    try:
+        with filepath.open("w") as f:
+            json.dump(session_data, f, ensure_ascii=False)
+    except OSError as e:
+        logger.error(f"failed to write {filepath}: {e}")
+        raise
+
+
+def print_summary(sessions: dict[str, tuple[SessionInfo, str]]):
+    total = len(sessions)
+    matching = sum(1 for s, _ in sessions.values() if s.edda_tool_usage)
+    other = total - matching
+
+    tool_counter = Counter()
+    for session_info, _ in sessions.values():
+        tool_counter.update(session_info.edda_tool_usage)
+
+    total_duration_sec = sum((s.end_time - s.start_time) / 1000 for s, _ in sessions.values())
+    avg_duration_sec = total_duration_sec / total if total > 0 else 0
+
+    logger.info(f"total sessions: {total}")
+    logger.info(f"sessions with mcp__edda or mcp__databricks: {matching}")
+    logger.info(f"other sessions: {other}")
+    logger.info(f"avg session duration: {format_duration(0, int(avg_duration_sec * 1000))}")
+
+    if tool_counter:
+        logger.info("\ntool usage frequency:")
+        for tool, count in tool_counter.most_common():
+            logger.info(f"  {tool}: {count}")
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="parse Claude Code conversation history and analyze tool usage",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+examples:
+  %(prog)s                          # all sessions
+  %(prog)s --days 7                 # last 7 days
+  %(prog)s --project agent          # projects containing 'agent'
+  %(prog)s --days 30 --project mcp  # combine filters
+        """,
+    )
+    parser.add_argument(
+        "--days",
+        type=int,
+        metavar="N",
+        help="filter sessions from last N days",
+        default=3,
+    )
+    parser.add_argument(
+        "--project",
+        type=str,
+        metavar="PATTERN",
+        help="filter projects by pattern (case-insensitive substring match)",
+    )
+    parser.add_argument(
+        "--output",
+        type=str,
+        metavar="DIR",
+        default="/tmp/claude_sessions",
+        help="output directory (default: /tmp/claude_sessions)",
+    )
+
+    args = parser.parse_args()
+
+    projects_dir = Path.home() / ".claude" / "projects"
+    output_dir = Path(args.output)
+
+    min_date = None
+    if args.days:
+        min_date = datetime.now() - timedelta(days=args.days)
+
+    if not projects_dir.exists():
+        logger.error(f"projects directory not found: {projects_dir}")
+        return
+
+    try:
+        output_dir.mkdir(exist_ok=True, parents=True)
+    except OSError as e:
+        logger.error(f"failed to create output directory {output_dir}: {e}")
+        return
+
+    logger.info(f"output directory: {output_dir}")
+    logger.info(f"parsing sessions from {projects_dir}...")
+    if min_date:
+        logger.info(f"filtering sessions from last {args.days} days")
+    if args.project:
+        logger.info(f"filtering projects matching: '{args.project}'")
+
+    sessions = parse_all_sessions(projects_dir, min_date=min_date, project_pattern=args.project)
+
+    # filter to only sessions with mcp__edda or mcp__databricks tools
+    sessions = {sid: (info, proj) for sid, (info, proj) in sessions.items() if info.edda_tool_usage}
+
+    logger.info(f"writing {len(sessions)} sessions with matching tools...")
+
+    for session_info, source_project_name in sessions.values():
+        write_session_file(session_info, output_dir, source_project_name)
+
+    logger.info(f"files written to: {output_dir}")
+    print_summary(sessions)
+
+    # create zip archive
+    archive_path = output_dir / "archive"
+    logger.info("creating zip archive...")
+    shutil.make_archive(str(archive_path), "zip", output_dir)
+
+    zip_file = f"{archive_path}.zip"
+    logger.info(f"\nrelevant logs are stored in {zip_file}")
+
+
+if __name__ == "__main__":
+    main()