From 8e9e4c01d4ccc06102857f0e3d71060e85f2befc Mon Sep 17 00:00:00 2001
From: Matthias Hinrichs <matthias.hinrichs@me.com>
Date: Tue, 12 May 2026 23:55:58 +0200
Subject: [PATCH] style: refactor codebase to adhere to PEP 8 formatting
 standards throughout all source files

---
 README.md                                     |  22 +++
 scripts/hooks/pre-commit                      |  26 ++++
 src/strava_mcp_server/__init__.py             |   1 +
 src/strava_mcp_server/get_token.py            |  16 ++-
 src/strava_mcp_server/main.py                 |   8 +-
 src/strava_mcp_server/strava_client.py        |  82 +++++++++---
 src/strava_mcp_server/tools/__init__.py       |   2 +
 src/strava_mcp_server/tools/activities.py     | 125 +++++++++++++-----
 src/strava_mcp_server/tools/athlete.py        |  74 ++++++-----
 src/strava_mcp_server/tools/clubs.py          |  29 +++-
 src/strava_mcp_server/tools/gear.py           |  31 +++--
 src/strava_mcp_server/tools/prompts.py        |   8 +-
 src/strava_mcp_server/tools/routes.py         |  40 ++++--
 .../tools/segment_efforts.py                  |  47 +++++--
 src/strava_mcp_server/tools/segments.py       |  58 +++++---
 src/strava_mcp_server/utils.py                |  21 +--
 tests/test_strava.py                          |  24 ++--
 17 files changed, 443 insertions(+), 171 deletions(-)
 create mode 100755 scripts/hooks/pre-commit

diff --git a/README.md b/README.md
index 62861dd..d06eb85 100644
--- a/README.md
+++ b/README.md
@@ -32,6 +32,8 @@ Built with [FastMCP](https://github.com/jlowin/fastmcp) and the [MCP Python SDK]
 - [Project Structure](#project-structure)
 - [Design Decisions](#design-decisions)
 - [CI/CD (Gitea Actions)](#cicd-gitea-actions)
+- [Development & Testing](#️-development--testing)
+  - [Git Hooks](#git-hooks)
 - [Known Strava API Limitations](#known-strava-api-limitations)
 - [Troubleshooting](#troubleshooting)
 
@@ -226,6 +228,26 @@ docker buildx build --platform linux/amd64,linux/arm64 -t strava-mcp-server:test
 
 ---
 
+### 5. Git Hooks
+
+A `pre-commit` hook is provided to automatically run `ruff check` on staged Python files before every commit, catching linting errors before they enter the history.
+
+The hook is stored in the repository under `scripts/hooks/` for easy installation.
+
+**Install the hook:**
+```bash
+cp scripts/hooks/pre-commit .git/hooks/pre-commit
+chmod +x .git/hooks/pre-commit
+```
+
+**Behaviour:**
+- ✅ Commit proceeds if `ruff check` passes on all staged `.py` files.
+- ❌ Commit is aborted if any linting errors are found.
+- 🔧 Auto-fix lint issues with `uv run ruff check --fix`.
+- ⚡ Bypass for emergencies: `git commit --no-verify`.
+
+---
+
 ## License
 
 MIT
diff --git a/scripts/hooks/pre-commit b/scripts/hooks/pre-commit
new file mode 100755
index 0000000..a8dc5a0
--- /dev/null
+++ b/scripts/hooks/pre-commit
@@ -0,0 +1,26 @@
+#!/bin/sh
+# pre-commit hook: runs ruff check on staged Python files before every commit
+# To bypass: git commit --no-verify
+
+# Get list of staged Python files
+STAGED_FILES=$(git diff --cached --name-only --diff-filter=ACM | grep '\.py$')
+
+if [ -z "$STAGED_FILES" ]; then
+    exit 0
+fi
+
+echo "🔍 Running ruff check on staged files..."
+
+uv run ruff check $STAGED_FILES
+exit_code=$?
+
+if [ $exit_code -ne 0 ]; then
+    echo ""
+    echo "❌ ruff check failed. Commit aborted."
+    echo "   Fix the issues above or run: uv run ruff check --fix"
+    echo "   To bypass: git commit --no-verify"
+    exit 1
+fi
+
+echo "✅ ruff check passed."
+exit 0
diff --git a/src/strava_mcp_server/__init__.py b/src/strava_mcp_server/__init__.py
index 3c6f6c8..7e4875f 100644
--- a/src/strava_mcp_server/__init__.py
+++ b/src/strava_mcp_server/__init__.py
@@ -1,2 +1,3 @@
 """Strava MCP Server"""
+
 __version__ = "0.1.0"
diff --git a/src/strava_mcp_server/get_token.py b/src/strava_mcp_server/get_token.py
index 12a2bf2..5b82478 100644
--- a/src/strava_mcp_server/get_token.py
+++ b/src/strava_mcp_server/get_token.py
@@ -11,6 +11,7 @@ Required scopes:
 
 Usage: uv run get_token.py
 """
+
 import os
 import webbrowser
 import httpx
@@ -25,6 +26,7 @@ CLIENT_SECRET = os.getenv("STRAVA_CLIENT_SECRET")
 REDIRECT_URI = "http://localhost:8765/callback"
 SCOPES = "profile:read_all,activity:read_all,activity:read,profile:write"
 
+
 class CallbackHandler(BaseHTTPRequestHandler):
     client_id: str = ""
     client_secret: str = ""
@@ -50,14 +52,15 @@ class CallbackHandler(BaseHTTPRequestHandler):
                 )
                 response.raise_for_status()
                 self.tokens = response.json()
-                
+
                 self.send_response(200)
                 self.send_header("Content-Type", "text/html; charset=utf-8")
                 self.end_headers()
-                
+
                 refresh_token = self.tokens.get("refresh_token")
-                
-                self.wfile.write(f"""
+
+                self.wfile.write(
+                    f"""
                     <html>
                     <head>
                         <style>
@@ -103,7 +106,8 @@ STRAVA_REFRESH_TOKEN={refresh_token}</pre>
                         </p>
                     </body>
                     </html>
-                """.encode("utf-8"))
+                """.encode("utf-8")
+                )
             except Exception as e:
                 self.error = str(e)
                 self.send_response(500)
@@ -176,7 +180,7 @@ def main():
     print(f"STRAVA_CLIENT_SECRET={CLIENT_SECRET}")
     print(f"STRAVA_REFRESH_TOKEN={refresh_token}")
     print("-" * 40)
-    
+
     # Optional: Automatically update .env if it exists
     try:
         env_path = ".env"
diff --git a/src/strava_mcp_server/main.py b/src/strava_mcp_server/main.py
index bc10379..bbde414 100644
--- a/src/strava_mcp_server/main.py
+++ b/src/strava_mcp_server/main.py
@@ -24,9 +24,11 @@ def validate_credentials() -> None:
             print(f"   - {key}")
         print("\nCopy .env.example to .env and fill in your Strava API credentials.")
         sys.exit(1)
-        
+
     if not os.getenv("STRAVA_REFRESH_TOKEN"):
-        print("ℹ️ No STRAVA_REFRESH_TOKEN found. Server starting in unauthenticated mode.")
+        print(
+            "ℹ️ No STRAVA_REFRESH_TOKEN found. Server starting in unauthenticated mode."
+        )
         print("   Run 'uv run auth' on your local machine to authenticate.")
 
 
@@ -54,7 +56,7 @@ def main() -> None:
         streamable_http_path="/mcp",
         stateless_http=True,
     )
-    
+
     try:
         mcp._mcp_server.version = importlib.metadata.version("strava-mcp-server")
     except importlib.metadata.PackageNotFoundError:
diff --git a/src/strava_mcp_server/strava_client.py b/src/strava_mcp_server/strava_client.py
index 3ec14aa..ada18b7 100644
--- a/src/strava_mcp_server/strava_client.py
+++ b/src/strava_mcp_server/strava_client.py
@@ -37,8 +37,10 @@ class StravaClient:
     async def get_valid_token(self) -> str:
         """Returns a valid access token, refreshing it if necessary."""
         if not self.refresh_token:
-            raise ValueError("No Strava refresh token found. Please run 'uv run auth' on your local machine to authenticate first.")
-            
+            raise ValueError(
+                "No Strava refresh token found. Please run 'uv run auth' on your local machine to authenticate first."
+            )
+
         if not self.access_token or time.time() > self.expires_at - 60:
             await self._refresh_access_token()
         return self.access_token
@@ -99,15 +101,27 @@ class StravaClient:
         """Gets the heart rate and power zones for a specific activity."""
         return await self._get(f"activities/{activity_id}/zones")
 
-    async def get_activity_comments(self, activity_id: int, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_activity_comments(
+        self, activity_id: int, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets comments on a specific activity."""
-        return await self._get(f"activities/{activity_id}/comments", params={"page": page, "per_page": per_page})
+        return await self._get(
+            f"activities/{activity_id}/comments",
+            params={"page": page, "per_page": per_page},
+        )
 
-    async def get_activity_kudoers(self, activity_id: int, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_activity_kudoers(
+        self, activity_id: int, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets athletes who kudoed a specific activity."""
-        return await self._get(f"activities/{activity_id}/kudos", params={"page": page, "per_page": per_page})
+        return await self._get(
+            f"activities/{activity_id}/kudos",
+            params={"page": page, "per_page": per_page},
+        )
 
-    async def get_activity_streams(self, activity_id: int, keys: List[str]) -> Dict[str, Any]:
+    async def get_activity_streams(
+        self, activity_id: int, keys: List[str]
+    ) -> Dict[str, Any]:
         """Gets data streams for a specific activity."""
         return await self._get(
             f"activities/{activity_id}/streams",
@@ -116,28 +130,45 @@ class StravaClient:
 
     # ── Clubs ─────────────────────────────────────────────────────────────────
 
-    async def get_athlete_clubs(self, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_athlete_clubs(
+        self, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets clubs the current athlete belongs to."""
-        return await self._get("athlete/clubs", params={"page": page, "per_page": per_page})
+        return await self._get(
+            "athlete/clubs", params={"page": page, "per_page": per_page}
+        )
 
     async def get_club(self, club_id: int) -> Dict[str, Any]:
         """Gets a specific club by ID."""
         return await self._get(f"clubs/{club_id}")
 
-    async def get_club_activities(self, club_id: int, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_club_activities(
+        self, club_id: int, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets recent activities from a club."""
-        return await self._get(f"clubs/{club_id}/activities", params={"page": page, "per_page": per_page})
+        return await self._get(
+            f"clubs/{club_id}/activities", params={"page": page, "per_page": per_page}
+        )
 
-    async def get_club_members(self, club_id: int, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_club_members(
+        self, club_id: int, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets members of a club."""
-        return await self._get(f"clubs/{club_id}/members", params={"page": page, "per_page": per_page})
+        return await self._get(
+            f"clubs/{club_id}/members", params={"page": page, "per_page": per_page}
+        )
 
     # ── Routes ────────────────────────────────────────────────────────────────
 
-    async def get_routes_by_athlete(self, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_routes_by_athlete(
+        self, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets routes created by the current athlete."""
         athlete = await self.get_athlete()
-        return await self._get(f"athletes/{athlete['id']}/routes", params={"page": page, "per_page": per_page})
+        return await self._get(
+            f"athletes/{athlete['id']}/routes",
+            params={"page": page, "per_page": per_page},
+        )
 
     async def get_route_by_id(self, route_id: str) -> Dict[str, Any]:
         """Gets a specific route by its ID."""
@@ -153,19 +184,26 @@ class StravaClient:
         """Gets a specific segment by ID."""
         return await self._get(f"segments/{segment_id}")
 
-    async def get_starred_segments(self, page: int = 1, per_page: int = 30) -> List[Dict[str, Any]]:
+    async def get_starred_segments(
+        self, page: int = 1, per_page: int = 30
+    ) -> List[Dict[str, Any]]:
         """Gets segments starred by the current athlete."""
-        return await self._get("segments/starred", params={"page": page, "per_page": per_page})
+        return await self._get(
+            "segments/starred", params={"page": page, "per_page": per_page}
+        )
 
-    async def explore_segments(self, bounds: str, activity_type: str = "riding") -> Dict[str, Any]:
+    async def explore_segments(
+        self, bounds: str, activity_type: str = "riding"
+    ) -> Dict[str, Any]:
         """Explores segments within a given bounding box."""
         return await self._get(
             "segments/explore",
             params={"bounds": bounds, "activity_type": activity_type},
         )
 
-
-    async def get_segment_streams(self, segment_id: int, keys: List[str]) -> Dict[str, Any]:
+    async def get_segment_streams(
+        self, segment_id: int, keys: List[str]
+    ) -> Dict[str, Any]:
         """Gets data streams for a specific segment."""
         return await self._get(
             f"segments/{segment_id}/streams",
@@ -193,7 +231,9 @@ class StravaClient:
             params["end_date_local"] = end_date_local
         return await self._get("segment_efforts", params=params)
 
-    async def get_segment_effort_streams(self, effort_id: str, keys: List[str]) -> Dict[str, Any]:
+    async def get_segment_effort_streams(
+        self, effort_id: str, keys: List[str]
+    ) -> Dict[str, Any]:
         """Gets data streams for a specific segment effort."""
         return await self._get(
             f"segment_efforts/{effort_id}/streams",
diff --git a/src/strava_mcp_server/tools/__init__.py b/src/strava_mcp_server/tools/__init__.py
index 8051a4f..5eb2d29 100644
--- a/src/strava_mcp_server/tools/__init__.py
+++ b/src/strava_mcp_server/tools/__init__.py
@@ -3,6 +3,7 @@ MCP Tool definitions for the Strava MCP Server.
 
 Register all tools by calling register_tools(mcp, strava).
 """
+
 from mcp.server.fastmcp import FastMCP
 from strava_mcp_server.strava_client import StravaClient
 
@@ -15,6 +16,7 @@ from . import segment_efforts
 from . import gear
 from . import prompts
 
+
 def register_tools(mcp: FastMCP, strava: StravaClient) -> None:
     """Register all available tools and prompts."""
     athlete.register(mcp, strava)
diff --git a/src/strava_mcp_server/tools/activities.py b/src/strava_mcp_server/tools/activities.py
index d0132f7..1eddbf5 100644
--- a/src/strava_mcp_server/tools/activities.py
+++ b/src/strava_mcp_server/tools/activities.py
@@ -2,7 +2,12 @@ import json
 from mcp.server.fastmcp import FastMCP, Context
 from mcp.types import TextContent, Annotations, EmbeddedResource, TextResourceContents
 from strava_mcp_server.strava_client import StravaClient
-from strava_mcp_server.utils import parse_iso_to_unix, format_date_iso, format_date_human
+from strava_mcp_server.utils import (
+    parse_iso_to_unix,
+    format_date_iso,
+    format_date_human,
+)
+
 
 def _resource(uri: str, data) -> EmbeddedResource:
     """Helper: return an assistant-facing EmbeddedResource with application/json."""
@@ -16,9 +21,13 @@ def _resource(uri: str, data) -> EmbeddedResource:
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
     """Helper: return a user-facing TextContent."""
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
+
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
     @mcp.tool()
@@ -49,27 +58,39 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
             essential_data = []
             for a in activities:
                 start_date_raw = a.get("start_date")
-                essential_data.append({
-                    "id": a["id"],
-                    "name": a["name"],
-                    "sport_type": a.get("sport_type") or a.get("type"),
-                    "start_date": format_date_iso(start_date_raw),
-                    "start_date_local": format_date_human(start_date_raw),
-                    "distance": f"{a.get('distance', 0) / 1000:.2f} km",
-                    "moving_time": f"{a.get('moving_time', 0) / 60:.1f} min",
-                    "total_elevation_gain": f"{a.get('total_elevation_gain', 0):.0f} m",
-                    "average_heartrate": a.get("average_heartrate"),
-                    "gear_id": a.get("gear_id"),
-                })
+                essential_data.append(
+                    {
+                        "id": a["id"],
+                        "name": a["name"],
+                        "sport_type": a.get("sport_type") or a.get("type"),
+                        "start_date": format_date_iso(start_date_raw),
+                        "start_date_local": format_date_human(start_date_raw),
+                        "distance": f"{a.get('distance', 0) / 1000:.2f} km",
+                        "moving_time": f"{a.get('moving_time', 0) / 60:.1f} min",
+                        "total_elevation_gain": f"{a.get('total_elevation_gain', 0):.0f} m",
+                        "average_heartrate": a.get("average_heartrate"),
+                        "gear_id": a.get("gear_id"),
+                    }
+                )
 
             if not essential_data:
-                markdown_summary = "### 📭 Keine Aktivitäten in diesem Zeitraum gefunden."
+                markdown_summary = (
+                    "### 📭 Keine Aktivitäten in diesem Zeitraum gefunden."
+                )
             else:
                 markdown_summary = f"### 🚴 Aktivitäten (Seite {page})\n"
-                markdown_summary += "| Datum | Sport | Name | Distanz | Zeit | Höhenmeter | Ø HR |\n"
-                markdown_summary += "|-------|-------|------|---------|------|------------|------|\n"
+                markdown_summary += (
+                    "| Datum | Sport | Name | Distanz | Zeit | Höhenmeter | Ø HR |\n"
+                )
+                markdown_summary += (
+                    "|-------|-------|------|---------|------|------------|------|\n"
+                )
                 for a in essential_data:
-                    hr = f"{a['average_heartrate']:.0f} bpm" if a['average_heartrate'] else "-"
+                    hr = (
+                        f"{a['average_heartrate']:.0f} bpm"
+                        if a["average_heartrate"]
+                        else "-"
+                    )
                     markdown_summary += f"| {a['start_date_local']} | {a['sport_type']} | {a['name']} | {a['distance']} | {a['moving_time']} | {a['total_elevation_gain']} | {hr} |\n"
 
             return [
@@ -106,10 +127,26 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
             dist = f"{activity.get('distance', 0) / 1000:.2f} km"
             time = f"{activity.get('moving_time', 0) / 60:.1f} min"
             elev = f"{activity.get('total_elevation_gain', 0):.0f} m"
-            avg_hr = f"{activity.get('average_heartrate', 0):.0f} bpm" if activity.get("average_heartrate") else "N/A"
-            max_hr = f"{activity.get('max_heartrate', 0):.0f} bpm" if activity.get("max_heartrate") else "N/A"
-            avg_spd = f"{activity.get('average_speed', 0) * 3.6:.1f} km/h" if activity.get("average_speed") else "N/A"
-            avg_w = f"{activity.get('average_watts', 0):.0f} W" if activity.get("average_watts") else "N/A"
+            avg_hr = (
+                f"{activity.get('average_heartrate', 0):.0f} bpm"
+                if activity.get("average_heartrate")
+                else "N/A"
+            )
+            max_hr = (
+                f"{activity.get('max_heartrate', 0):.0f} bpm"
+                if activity.get("max_heartrate")
+                else "N/A"
+            )
+            avg_spd = (
+                f"{activity.get('average_speed', 0) * 3.6:.1f} km/h"
+                if activity.get("average_speed")
+                else "N/A"
+            )
+            avg_w = (
+                f"{activity.get('average_watts', 0):.0f} W"
+                if activity.get("average_watts")
+                else "N/A"
+            )
             gear = activity.get("gear_id") or "N/A"
             n_efforts = len(activity.get("segment_efforts", []))
 
@@ -133,7 +170,11 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 _resource(f"internal://activities/{activity_id}", activity),
             ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching activity details: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching activity details: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def get_activity_comments(activity_id: int, limit: int = 30):
@@ -159,7 +200,10 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 md = f"### 💬 Kommentare ({len(data)})\n"
                 for c in data:
                     md += f"- **{c['athlete']}** ({format_date_human(c['created_at'])}): {c['text']}\n"
-            return [_user_text(md.strip()), _resource(f"internal://activities/{activity_id}/comments", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://activities/{activity_id}/comments", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching comments: {str(e)}")]
 
@@ -189,7 +233,10 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 for k in data:
                     loc = ", ".join(filter(None, [k["city"], k["country"]])) or "N/A"
                     md += f"| {k['name']} | {loc} |\n"
-            return [_user_text(md.strip()), _resource(f"internal://activities/{activity_id}/kudoers", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://activities/{activity_id}/kudoers", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching kudoers: {str(e)}")]
 
@@ -224,9 +271,16 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 md += "| # | Distanz | Zeit | Ø Speed | Ø HR |\n"
                 md += "|---|---------|------|---------|------|\n"
                 for lap in data:
-                    hr = f"{lap['average_heartrate']:.0f} bpm" if lap['average_heartrate'] else "-"
+                    hr = (
+                        f"{lap['average_heartrate']:.0f} bpm"
+                        if lap["average_heartrate"]
+                        else "-"
+                    )
                     md += f"| {lap['lap_index']} | {lap['distance']} | {lap['moving_time']} | {lap['average_speed']} | {hr} |\n"
-            return [_user_text(md.strip()), _resource(f"internal://activities/{activity_id}/laps", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://activities/{activity_id}/laps", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching laps: {str(e)}")]
 
@@ -260,15 +314,26 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                     "distribution_buckets": buckets,
                 }
                 data.append(zone_data)
-                label = "Herzfrequenz" if zone_data["type"] == "heartrate" else "Leistung (Power)"
+                label = (
+                    "Herzfrequenz"
+                    if zone_data["type"] == "heartrate"
+                    else "Leistung (Power)"
+                )
                 md += f"#### {label}\n| Zone | Bereich | Zeit |\n|------|---------|------|\n"
                 for b in buckets:
                     max_val = "max" if b["max"] == -1 else str(b["max"])
                     md += f"| {b['zone']} | {b['min']} – {max_val} | {b['time_in_zone']} |\n"
                 md += "\n"
-            return [_user_text(md.strip()), _resource(f"internal://activities/{activity_id}/zones", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://activities/{activity_id}/zones", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching activity zones: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching activity zones: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def get_activity_streams(
diff --git a/src/strava_mcp_server/tools/athlete.py b/src/strava_mcp_server/tools/athlete.py
index 1e9fc4f..777a463 100644
--- a/src/strava_mcp_server/tools/athlete.py
+++ b/src/strava_mcp_server/tools/athlete.py
@@ -4,6 +4,7 @@ from mcp.types import TextContent, Annotations, EmbeddedResource, TextResourceCo
 from strava_mcp_server.strava_client import StravaClient
 from strava_mcp_server.utils import format_date_iso, format_date_human
 
+
 def register(mcp: FastMCP, strava: StravaClient) -> None:
     @mcp.tool()
     async def get_athlete_profile(ctx: Context):
@@ -12,12 +13,19 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
         Returns name, city, country, follower count, and other profile details.
         """
         try:
-
             await ctx.info("Fetching athlete profile...")
 
             athlete = await strava.get_athlete()
 
-            location_parts = [p for p in (athlete.get('city'), athlete.get('state'), athlete.get('country')) if p]
+            location_parts = [
+                p
+                for p in (
+                    athlete.get("city"),
+                    athlete.get("state"),
+                    athlete.get("country"),
+                )
+                if p
+            ]
             location = ", ".join(location_parts) if location_parts else "N/A"
 
             essential_data = {
@@ -38,33 +46,33 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
             }
 
             markdown_summary = f"""
-👤 **Profile for {essential_data['name']}** (ID: {essential_data['id']})
-   - Username: {essential_data['username'] or 'N/A'}
-   - Location: {essential_data['location']}
-   - Sex: {essential_data['sex'] or 'N/A'}
-   - Weight: {essential_data['weight'] or 'N/A'} kg
-   - Measurement Units: {essential_data['measurement_units'] or 'N/A'}
-   - Strava Summit Member: {'Yes' if essential_data['is_premium'] else 'No'}
-   - Profile Image (Medium): {essential_data['profile_medium'] or 'N/A'}
-   - Joined Strava: {format_date_human(essential_data['created_at'])}
-   - Last Updated: {format_date_human(essential_data['updated_at'])}
+👤 **Profile for {essential_data["name"]}** (ID: {essential_data["id"]})
+   - Username: {essential_data["username"] or "N/A"}
+   - Location: {essential_data["location"]}
+   - Sex: {essential_data["sex"] or "N/A"}
+   - Weight: {essential_data["weight"] or "N/A"} kg
+   - Measurement Units: {essential_data["measurement_units"] or "N/A"}
+   - Strava Summit Member: {"Yes" if essential_data["is_premium"] else "No"}
+   - Profile Image (Medium): {essential_data["profile_medium"] or "N/A"}
+   - Joined Strava: {format_date_human(essential_data["created_at"])}
+   - Last Updated: {format_date_human(essential_data["updated_at"])}
             """.strip()
 
             return [
                 TextContent(
-                    type="text", 
+                    type="text",
                     text=markdown_summary,
-                    annotations=Annotations(audience=["user"])
+                    annotations=Annotations(audience=["user"]),
                 ),
                 EmbeddedResource(
                     type="resource",
                     resource=TextResourceContents(
                         uri="internal://athlete/profile",
                         mimeType="application/json",
-                        text=json.dumps(essential_data, indent=2)
+                        text=json.dumps(essential_data, indent=2),
                     ),
-                    annotations=Annotations(audience=["assistant"])
-                )
+                    annotations=Annotations(audience=["assistant"]),
+                ),
             ]
 
         except Exception as e:
@@ -81,9 +89,9 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
         try:
             await ctx.info("Fetching athlete zones...")
             zones = await strava.get_athlete_zones()
-            
+
             markdown_summary = "### 💓 Trainingszonen\n\n"
-            
+
             # Heart Rate Zones
             hr_zones = zones.get("heart_rate", {}).get("zones", [])
             if hr_zones:
@@ -91,9 +99,9 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 markdown_summary += "| Zone | Bereich (bpm) |\n"
                 markdown_summary += "|------|---------------|\n"
                 for i, z in enumerate(hr_zones):
-                    markdown_summary += f"| {i+1} | {z.get('min')} - {z.get('max') if z.get('max') != -1 else 'max'} |\n"
+                    markdown_summary += f"| {i + 1} | {z.get('min')} - {z.get('max') if z.get('max') != -1 else 'max'} |\n"
                 markdown_summary += "\n"
-            
+
             # Power Zones
             power_zones = zones.get("power", {}).get("zones", [])
             if power_zones:
@@ -101,26 +109,26 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 markdown_summary += "| Zone | Bereich (W) |\n"
                 markdown_summary += "|------|-------------|\n"
                 for i, z in enumerate(power_zones):
-                    markdown_summary += f"| {i+1} | {z.get('min')} - {z.get('max') if z.get('max') != -1 else 'max'} |\n"
+                    markdown_summary += f"| {i + 1} | {z.get('min')} - {z.get('max') if z.get('max') != -1 else 'max'} |\n"
 
             if not hr_zones and not power_zones:
                 markdown_summary = "⚠️ Keine Trainingszonen konfiguriert."
 
             return [
                 TextContent(
-                    type="text", 
+                    type="text",
                     text=markdown_summary.strip(),
-                    annotations=Annotations(audience=["user"])
+                    annotations=Annotations(audience=["user"]),
                 ),
                 EmbeddedResource(
                     type="resource",
                     resource=TextResourceContents(
                         uri="internal://athlete/zones",
                         mimeType="application/json",
-                        text=json.dumps(zones, indent=2)
+                        text=json.dumps(zones, indent=2),
                     ),
-                    annotations=Annotations(audience=["assistant"])
-                )
+                    annotations=Annotations(audience=["assistant"]),
+                ),
             ]
         except Exception as e:
             error_msg = f"Error fetching athlete zones: {str(e)}"
@@ -163,7 +171,7 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
             }
 
             markdown_summary = "### 📈 Trainingsstatistiken\n\n"
-            
+
             def create_table(title: str, data: dict):
                 tbl = f"#### {title}\n"
                 tbl += "| Sport | Aktivitäten | Distanz | Zeit | Höhenmeter |\n"
@@ -179,19 +187,19 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
 
             return [
                 TextContent(
-                    type="text", 
+                    type="text",
                     text=markdown_summary.strip(),
-                    annotations=Annotations(audience=["user"])
+                    annotations=Annotations(audience=["user"]),
                 ),
                 EmbeddedResource(
                     type="resource",
                     resource=TextResourceContents(
                         uri="internal://athlete/stats",
                         mimeType="application/json",
-                        text=json.dumps(stats, indent=2)
+                        text=json.dumps(stats, indent=2),
                     ),
-                    annotations=Annotations(audience=["assistant"])
-                )
+                    annotations=Annotations(audience=["assistant"]),
+                ),
             ]
         except Exception as e:
             error_msg = f"Error fetching athlete stats: {str(e)}"
diff --git a/src/strava_mcp_server/tools/clubs.py b/src/strava_mcp_server/tools/clubs.py
index 6a60bc8..3e1c5c2 100644
--- a/src/strava_mcp_server/tools/clubs.py
+++ b/src/strava_mcp_server/tools/clubs.py
@@ -7,12 +7,17 @@ from strava_mcp_server.strava_client import StravaClient
 def _resource(uri: str, data) -> EmbeddedResource:
     return EmbeddedResource(
         type="resource",
-        resource=TextResourceContents(uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)),
+        resource=TextResourceContents(
+            uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)
+        ),
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
 
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
@@ -88,9 +93,16 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 md += "|--------|-------|------|---------|------|\n"
                 for a in data:
                     md += f"| {a['athlete']} | {a['sport_type']} | {a['name']} | {a['distance']} | {a['moving_time']} |\n"
-            return [_user_text(md.strip()), _resource(f"internal://clubs/{club_id}/activities", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://clubs/{club_id}/activities", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching club activities: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching club activities: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def get_club_members(club_id: int, limit: int = 30):
@@ -118,6 +130,11 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 for m in data:
                     loc = ", ".join(filter(None, [m["city"], m["country"]])) or "N/A"
                     md += f"| {m['name']} | {loc} |\n"
-            return [_user_text(md.strip()), _resource(f"internal://clubs/{club_id}/members", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://clubs/{club_id}/members", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching club members: {str(e)}")]
+            return [
+                TextContent(type="text", text=f"Error fetching club members: {str(e)}")
+            ]
diff --git a/src/strava_mcp_server/tools/gear.py b/src/strava_mcp_server/tools/gear.py
index 2531579..d7b1c78 100644
--- a/src/strava_mcp_server/tools/gear.py
+++ b/src/strava_mcp_server/tools/gear.py
@@ -7,12 +7,17 @@ from strava_mcp_server.strava_client import StravaClient
 def _resource(uri: str, data) -> EmbeddedResource:
     return EmbeddedResource(
         type="resource",
-        resource=TextResourceContents(uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)),
+        resource=TextResourceContents(
+            uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)
+        ),
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
 
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
@@ -38,18 +43,24 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 "primary": g.get("primary", False),
                 "retired": g.get("retired", False),
             }
-            brand_model = " ".join(filter(None, [data["brand_name"], data["model_name"]])) or "N/A"
-            md = f"""### 🚲 Ausrüstung: {data['name'] or gear_id}
+            brand_model = (
+                " ".join(filter(None, [data["brand_name"], data["model_name"]]))
+                or "N/A"
+            )
+            md = f"""### 🚲 Ausrüstung: {data["name"] or gear_id}
 | Feld | Wert |
 |------|------|
 | Marke / Modell | {brand_model} |
-| Spitzname | {data['nickname'] or 'N/A'} |
-| Typ | {data['type'] or 'N/A'} |
-| Gesamt-Distanz | {data['distance']} |
-| Primär | {'✅ Ja' if data['primary'] else 'Nein'} |
-| Im Ruhestand | {'🛑 Ja' if data['retired'] else 'Nein'} |"""
+| Spitzname | {data["nickname"] or "N/A"} |
+| Typ | {data["type"] or "N/A"} |
+| Gesamt-Distanz | {data["distance"]} |
+| Primär | {"✅ Ja" if data["primary"] else "Nein"} |
+| Im Ruhestand | {"🛑 Ja" if data["retired"] else "Nein"} |"""
             if data["description"]:
                 md += f"\n\n_{data['description']}_"
-            return [_user_text(md.strip()), _resource(f"internal://gear/{gear_id}", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://gear/{gear_id}", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching gear: {str(e)}")]
diff --git a/src/strava_mcp_server/tools/prompts.py b/src/strava_mcp_server/tools/prompts.py
index 43d88a3..d6cb7bc 100644
--- a/src/strava_mcp_server/tools/prompts.py
+++ b/src/strava_mcp_server/tools/prompts.py
@@ -1,6 +1,7 @@
 from mcp.server.fastmcp import FastMCP
 from strava_mcp_server.strava_client import StravaClient
 
+
 def register(mcp: FastMCP, strava: StravaClient) -> None:
     @mcp.prompt()
     def analyze_activity(activity_id: str) -> str:
@@ -30,8 +31,11 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
         Fetches recent activities and athlete stats to produce a summary report.
         """
         from datetime import datetime, timedelta, timezone
-        after_dt = (datetime.now(timezone.utc) - timedelta(weeks=weeks)).replace(hour=0, minute=0, second=0, microsecond=0)
-        after_iso = after_dt.isoformat().replace('+00:00', 'Z')
+
+        after_dt = (datetime.now(timezone.utc) - timedelta(weeks=weeks)).replace(
+            hour=0, minute=0, second=0, microsecond=0
+        )
+        after_iso = after_dt.isoformat().replace("+00:00", "Z")
         return (
             f"Please summarize my Strava training for the last {weeks} weeks.\n\n"
             f"Use list_activities with after='{after_iso}' (ISO 8601) "
diff --git a/src/strava_mcp_server/tools/routes.py b/src/strava_mcp_server/tools/routes.py
index 698fc16..2d45ddd 100644
--- a/src/strava_mcp_server/tools/routes.py
+++ b/src/strava_mcp_server/tools/routes.py
@@ -7,12 +7,17 @@ from strava_mcp_server.strava_client import StravaClient
 def _resource(uri: str, data) -> EmbeddedResource:
     return EmbeddedResource(
         type="resource",
-        resource=TextResourceContents(uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)),
+        resource=TextResourceContents(
+            uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)
+        ),
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
 
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
@@ -30,7 +35,11 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                     "id": str(r.get("id")),
                     "name": r.get("name"),
                     "description": r.get("description") or "",
-                    "type": "Run" if r.get("type") == 1 else "Ride" if r.get("type") == 2 else "Other",
+                    "type": "Run"
+                    if r.get("type") == 1
+                    else "Ride"
+                    if r.get("type") == 2
+                    else "Other",
                     "sub_type": r.get("sub_type"),
                     "distance": f"{r.get('distance', 0) / 1000:.2f} km",
                     "elevation_gain": f"{r.get('elevation_gain', 0):.0f} m",
@@ -66,7 +75,11 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 "id": str(r.get("id")),
                 "name": r.get("name"),
                 "description": r.get("description") or "",
-                "type": "Run" if r.get("type") == 1 else "Ride" if r.get("type") == 2 else "Other",
+                "type": "Run"
+                if r.get("type") == 1
+                else "Ride"
+                if r.get("type") == 2
+                else "Other",
                 "distance": f"{r.get('distance', 0) / 1000:.2f} km",
                 "elevation_gain": f"{r.get('elevation_gain', 0):.0f} m",
                 "estimated_moving_time": f"{r.get('estimated_moving_time', 0) / 60:.0f} min",
@@ -83,19 +96,22 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 ],
             }
             n_seg = len(data["segments"])
-            md = f"""### 🗺️ Route: {data['name']}
+            md = f"""### 🗺️ Route: {data["name"]}
 | Feld | Wert |
 |------|------|
-| Typ | {data['type']} |
-| Distanz | {data['distance']} |
-| Höhenmeter | {data['elevation_gain']} |
-| Geschätzte Dauer | {data['estimated_moving_time']} |
+| Typ | {data["type"]} |
+| Distanz | {data["distance"]} |
+| Höhenmeter | {data["elevation_gain"]} |
+| Geschätzte Dauer | {data["estimated_moving_time"]} |
 | Segmente | {n_seg} |
-| Favorit | {'⭐ Ja' if data['starred'] else 'Nein'} |
-| Privat | {'🔒 Ja' if data['private'] else 'Nein'} |"""
+| Favorit | {"⭐ Ja" if data["starred"] else "Nein"} |
+| Privat | {"🔒 Ja" if data["private"] else "Nein"} |"""
             if data["description"]:
                 md += f"\n\n_{data['description']}_"
-            return [_user_text(md.strip()), _resource(f"internal://routes/{route_id}", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://routes/{route_id}", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching route: {str(e)}")]
 
diff --git a/src/strava_mcp_server/tools/segment_efforts.py b/src/strava_mcp_server/tools/segment_efforts.py
index 8349e27..329a316 100644
--- a/src/strava_mcp_server/tools/segment_efforts.py
+++ b/src/strava_mcp_server/tools/segment_efforts.py
@@ -8,12 +8,17 @@ from strava_mcp_server.utils import format_date_iso, format_date_human
 def _resource(uri: str, data) -> EmbeddedResource:
     return EmbeddedResource(
         type="resource",
-        resource=TextResourceContents(uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)),
+        resource=TextResourceContents(
+            uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)
+        ),
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
 
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
@@ -43,21 +48,32 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
             pr = f"#{data['pr_rank']}" if data["pr_rank"] else "N/A"
             kom = f"#{data['kom_rank']}" if data["kom_rank"] else "N/A"
             w = f"{data['average_watts']:.0f} W" if data["average_watts"] else "N/A"
-            hr = f"{data['average_heartrate']:.0f} bpm" if data["average_heartrate"] else "N/A"
-            md = f"""### 🏅 Segment-Effort: {data['name']}
+            hr = (
+                f"{data['average_heartrate']:.0f} bpm"
+                if data["average_heartrate"]
+                else "N/A"
+            )
+            md = f"""### 🏅 Segment-Effort: {data["name"]}
 | Feld | Wert |
 |------|------|
-| Datum | {format_date_human(data['start_date'])} |
-| Distanz | {data['distance']} |
-| Zeit (gesamt) | {data['elapsed_time']} |
-| Fahrzeit | {data['moving_time']} |
+| Datum | {format_date_human(data["start_date"])} |
+| Distanz | {data["distance"]} |
+| Zeit (gesamt) | {data["elapsed_time"]} |
+| Fahrzeit | {data["moving_time"]} |
 | Ø Leistung | {w} |
 | Ø Herzfrequenz | {hr} |
 | PR-Rang | {pr} |
 | KOM-Rang | {kom} |"""
-            return [_user_text(md.strip()), _resource(f"internal://segment_efforts/{effort_id}", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://segment_efforts/{effort_id}", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching segment effort: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching segment effort: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def list_segment_efforts(
@@ -101,9 +117,16 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 for effort in data:
                     pr = f"#{effort['pr_rank']}" if effort["pr_rank"] else "-"
                     md += f"| {format_date_human(effort['start_date'])} | {effort['elapsed_time']} | {effort['moving_time']} | {pr} |\n"
-            return [_user_text(md.strip()), _resource(f"internal://segments/{segment_id}/efforts", data)]
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://segments/{segment_id}/efforts", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching segment efforts: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching segment efforts: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def get_segment_effort_streams(
diff --git a/src/strava_mcp_server/tools/segments.py b/src/strava_mcp_server/tools/segments.py
index bac574a..157a6d1 100644
--- a/src/strava_mcp_server/tools/segments.py
+++ b/src/strava_mcp_server/tools/segments.py
@@ -7,12 +7,17 @@ from strava_mcp_server.strava_client import StravaClient
 def _resource(uri: str, data) -> EmbeddedResource:
     return EmbeddedResource(
         type="resource",
-        resource=TextResourceContents(uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)),
+        resource=TextResourceContents(
+            uri=uri, mimeType="application/json", text=json.dumps(data, indent=2)
+        ),
         annotations=Annotations(audience=["assistant"]),
     )
 
+
 def _user_text(text: str) -> TextContent:
-    return TextContent(type="text", text=text, annotations=Annotations(audience=["user"]))
+    return TextContent(
+        type="text", text=text, annotations=Annotations(audience=["user"])
+    )
 
 
 def register(mcp: FastMCP, strava: StravaClient) -> None:
@@ -43,22 +48,25 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 "country": s.get("country"),
             }
             loc = ", ".join(filter(None, [data["city"], data["country"]])) or "N/A"
-            md = f"""### 📍 Segment: {data['name']}
+            md = f"""### 📍 Segment: {data["name"]}
 | Feld | Wert |
 |------|------|
-| Sport | {data['activity_type']} |
-| Distanz | {data['distance']} |
-| Ø Steigung | {data['average_grade']} |
-| Max Steigung | {data['maximum_grade']} |
-| Höhe (hoch) | {data['elevation_high']} |
-| Höhe (tief) | {data['elevation_low']} |
-| Höhenmeter | {data['total_elevation_gain']} |
-| Versuche | {data['effort_count']} |
-| Athleten | {data['athlete_count']} |
-| KOM/QOM | {data['kom'] or 'N/A'} |
+| Sport | {data["activity_type"]} |
+| Distanz | {data["distance"]} |
+| Ø Steigung | {data["average_grade"]} |
+| Max Steigung | {data["maximum_grade"]} |
+| Höhe (hoch) | {data["elevation_high"]} |
+| Höhe (tief) | {data["elevation_low"]} |
+| Höhenmeter | {data["total_elevation_gain"]} |
+| Versuche | {data["effort_count"]} |
+| Athleten | {data["athlete_count"]} |
+| KOM/QOM | {data["kom"] or "N/A"} |
 | Ort | {loc} |
-| Favorit | {'⭐ Ja' if data['starred'] else 'Nein'} |"""
-            return [_user_text(md.strip()), _resource(f"internal://segments/{segment_id}", data)]
+| Favorit | {"⭐ Ja" if data["starred"] else "Nein"} |"""
+            return [
+                _user_text(md.strip()),
+                _resource(f"internal://segments/{segment_id}", data),
+            ]
         except Exception as e:
             return [TextContent(type="text", text=f"Error fetching segment: {str(e)}")]
 
@@ -90,9 +98,16 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 md += "|------|-------|---------|------------|----------|\n"
                 for s in data:
                     md += f"| {s['name']} | {s['activity_type']} | {s['distance']} | {s['average_grade']} | {s['effort_count']} |\n"
-            return [_user_text(md.strip()), _resource("internal://segments/starred", data)]
+            return [
+                _user_text(md.strip()),
+                _resource("internal://segments/starred", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error fetching starred segments: {str(e)}")]
+            return [
+                TextContent(
+                    type="text", text=f"Error fetching starred segments: {str(e)}"
+                )
+            ]
 
     @mcp.tool()
     async def explore_segments(
@@ -127,9 +142,14 @@ def register(mcp: FastMCP, strava: StravaClient) -> None:
                 md += "|------|---------|------------|-----------|----------|\n"
                 for s in data:
                     md += f"| {s['name']} | {s['distance']} | {s['average_grade']} | {s['elevation_difference']} | {s['climb_category']} |\n"
-            return [_user_text(md.strip()), _resource("internal://segments/explore", data)]
+            return [
+                _user_text(md.strip()),
+                _resource("internal://segments/explore", data),
+            ]
         except Exception as e:
-            return [TextContent(type="text", text=f"Error exploring segments: {str(e)}")]
+            return [
+                TextContent(type="text", text=f"Error exploring segments: {str(e)}")
+            ]
 
     @mcp.tool()
     async def get_segment_streams(
diff --git a/src/strava_mcp_server/utils.py b/src/strava_mcp_server/utils.py
index 2327c16..27fe100 100644
--- a/src/strava_mcp_server/utils.py
+++ b/src/strava_mcp_server/utils.py
@@ -1,6 +1,7 @@
 from datetime import datetime, timezone
 from typing import Optional
 
+
 def parse_iso_to_unix(iso_str: Optional[str]) -> Optional[int]:
     """
     Parses an ISO 8601 string into a Unix timestamp.
@@ -10,9 +11,9 @@ def parse_iso_to_unix(iso_str: Optional[str]) -> Optional[int]:
         return None
     try:
         # Remove 'Z' and replace with +00:00 for fromisoformat compatibility if needed
-        # but fromisoformat in Python 3.11+ handles Z correctly. 
+        # but fromisoformat in Python 3.11+ handles Z correctly.
         # For older versions or varied formats, we use a slightly more robust approach.
-        clean_iso = iso_str.replace('Z', '+00:00')
+        clean_iso = iso_str.replace("Z", "+00:00")
         dt = datetime.fromisoformat(clean_iso)
         # Ensure it has a timezone; default to UTC if missing
         if dt.tzinfo is None:
@@ -21,40 +22,42 @@ def parse_iso_to_unix(iso_str: Optional[str]) -> Optional[int]:
     except Exception:
         return None
 
+
 def format_date_iso(date_input: Optional[str | datetime]) -> str:
     """
     Standardizes a date string or datetime object to ISO 8601 (UTC).
     """
     if not date_input:
         return "N/A"
-    
+
     try:
         if isinstance(date_input, str):
             # Strava dates are often '2024-01-01T12:00:00Z'
-            dt = datetime.fromisoformat(date_input.replace('Z', '+00:00'))
+            dt = datetime.fromisoformat(date_input.replace("Z", "+00:00"))
         else:
             dt = date_input
 
         if dt.tzinfo is None:
             dt = dt.replace(tzinfo=timezone.utc)
-        
-        return dt.isoformat().replace('+00:00', 'Z')
+
+        return dt.isoformat().replace("+00:00", "Z")
     except Exception:
         return str(date_input)
 
+
 def format_date_human(date_input: Optional[str | datetime]) -> str:
     """
     Returns a human-readable date/time string (DD.MM.YYYY HH:MM).
     """
     if not date_input:
         return "N/A"
-    
+
     try:
         if isinstance(date_input, str):
-            dt = datetime.fromisoformat(date_input.replace('Z', '+00:00'))
+            dt = datetime.fromisoformat(date_input.replace("Z", "+00:00"))
         else:
             dt = date_input
-            
+
         return dt.strftime("%d.%m.%Y %H:%M")
     except Exception:
         return str(date_input)
diff --git a/tests/test_strava.py b/tests/test_strava.py
index 0b23ae3..0e0ccba 100644
--- a/tests/test_strava.py
+++ b/tests/test_strava.py
@@ -3,37 +3,45 @@ import os
 from strava_client import StravaClient
 from dotenv import load_dotenv
 
+
 async def test_connection():
     load_dotenv()
-    
+
     client_id = os.getenv("STRAVA_CLIENT_ID")
     client_secret = os.getenv("STRAVA_CLIENT_SECRET")
     refresh_token = os.getenv("STRAVA_REFRESH_TOKEN")
-    
+
     if not all([client_id, client_secret, refresh_token]):
         print("❌ Error: Missing Strava credentials in .env file.")
-        print("Please ensure STRAVA_CLIENT_ID, STRAVA_CLIENT_SECRET, and STRAVA_REFRESH_TOKEN are set.")
+        print(
+            "Please ensure STRAVA_CLIENT_ID, STRAVA_CLIENT_SECRET, and STRAVA_REFRESH_TOKEN are set."
+        )
         return
 
     client = StravaClient()
-    
+
     print("Testing Strava connection...")
     try:
         athlete = await client.get_athlete()
-        print(f"✅ Success! Connected as {athlete.get('firstname')} {athlete.get('lastname')}")
+        print(
+            f"✅ Success! Connected as {athlete.get('firstname')} {athlete.get('lastname')}"
+        )
         print(f"Athlete ID: {athlete.get('id')}")
-        
+
         print("\nFetching recent activities...")
         activities = await client.list_activities(limit=3)
         print(f"Found {len(activities)} recent activities:")
         for a in activities:
             print(f"- {a['name']} ({a['type']}) on {a['start_date']}")
-            
+
     except Exception as e:
         print(f"❌ Connection failed: {str(e)}")
         if "401" in str(e):
-            print("Hint: This is likely a scope issue. Your token needs 'activity:read' permission.")
+            print(
+                "Hint: This is likely a scope issue. Your token needs 'activity:read' permission."
+            )
             print("Run: uv run get_token.py  to re-authorize with the correct scopes.")
 
+
 if __name__ == "__main__":
     asyncio.run(test_connection())