From e4a001be7d753e1e28849827a9ef59219f9f5e59 Mon Sep 17 00:00:00 2001
From: Combiz Khozoie <combiz.khozoie@salaryfinance.com>
Date: Wed, 11 Jun 2025 10:58:03 +0100
Subject: [PATCH] feat: add automatic operation ID shortening for LLM
 compatibility

Add max_operation_id_length parameter to FastApiMCP that automatically
shortens long operation IDs to fit within LLM character limits. The
implementation preserves semantic meaning by prioritizing the most
specific path segments and using MD5 hashing for uniqueness.

- Add shorten_operation_id() utility function with intelligent truncation
- Add max_operation_id_length parameter (default: 60) to FastApiMCP
- Implement collision detection with warning logs
- Store operation ID mappings for debugging
- Add comprehensive unit and integration tests

This ensures compatibility with LLMs that have strict limits on
function/tool names (e.g., 60-64 characters) while maintaining
readability and preventing collisions.
---
 examples/01_basic_usage_example.py            |   4 +-
 .../02_full_schema_description_example.py     |   6 +-
 .../03_custom_exposed_endpoints_example.py    |   5 +-
 examples/04_separate_server_example.py        |   3 +-
 examples/05_reregister_tools_example.py       |   9 +-
 examples/06_custom_mcp_router_example.py      |   7 +-
 examples/07_configure_http_timeout_example.py |  10 +-
 examples/08_auth_example_token_passthrough.py |  11 +-
 fastapi_mcp/openapi/convert.py                |  45 +-
 fastapi_mcp/openapi/utils.py                  | 111 ++++
 fastapi_mcp/server.py                         |  70 ++-
 pyproject.toml                                |  10 +
 tests/test_mcp_execute_api_tool.py            | 119 ++--
 tests/test_openapi_conversion.py              | 122 +++-
 tests/test_operation_id_shortening.py         | 318 ++++++++++
 tests/test_tag_filtering_with_shortening.py   | 110 ++++
 uv.lock                                       | 541 +++++-------------
 17 files changed, 980 insertions(+), 521 deletions(-)
 create mode 100644 tests/test_operation_id_shortening.py
 create mode 100644 tests/test_tag_filtering_with_shortening.py

diff --git a/examples/01_basic_usage_example.py b/examples/01_basic_usage_example.py
index 470dab9..d387458 100644
--- a/examples/01_basic_usage_example.py
+++ b/examples/01_basic_usage_example.py
@@ -1,4 +1,4 @@
-from examples.shared.apps.items import app # The FastAPI app
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi_mcp import FastApiMCP
@@ -15,4 +15,4 @@
 if __name__ == "__main__":
     import uvicorn
 
-    uvicorn.run(app, host="0.0.0.0", port=8000)
\ No newline at end of file
+    uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/examples/02_full_schema_description_example.py b/examples/02_full_schema_description_example.py
index 9750c33..9210e18 100644
--- a/examples/02_full_schema_description_example.py
+++ b/examples/02_full_schema_description_example.py
@@ -1,8 +1,8 @@
-
 """
 This example shows how to describe the full response schema instead of just a response example.
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi_mcp import FastApiMCP
@@ -22,5 +22,5 @@
 
 if __name__ == "__main__":
     import uvicorn
-    
+
     uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/examples/03_custom_exposed_endpoints_example.py b/examples/03_custom_exposed_endpoints_example.py
index 59e46e6..8d21ed8 100644
--- a/examples/03_custom_exposed_endpoints_example.py
+++ b/examples/03_custom_exposed_endpoints_example.py
@@ -6,7 +6,8 @@
 - You can combine operation filtering with tag filtering (e.g., use `include_operations` with `include_tags`)
 - When combining filters, a greedy approach will be taken. Endpoints matching either criteria will be included
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi_mcp import FastApiMCP
@@ -24,7 +25,7 @@
 
 # Filter by excluding specific operation IDs
 exclude_operations_mcp = FastApiMCP(
-    app,    
+    app,
     name="Item API MCP - Excluded Operations",
     exclude_operations=["create_item", "update_item", "delete_item"],
 )
diff --git a/examples/04_separate_server_example.py b/examples/04_separate_server_example.py
index e468557..80f10da 100644
--- a/examples/04_separate_server_example.py
+++ b/examples/04_separate_server_example.py
@@ -2,6 +2,7 @@
 This example shows how to run the MCP server and the FastAPI app separately.
 You can create an MCP server from one FastAPI app, and mount it to a different app.
 """
+
 from fastapi import FastAPI
 
 from examples.shared.apps.items import app
@@ -30,4 +31,4 @@
 if __name__ == "__main__":
     import uvicorn
 
-    uvicorn.run(mcp_app, host="0.0.0.0", port=8000)
\ No newline at end of file
+    uvicorn.run(mcp_app, host="0.0.0.0", port=8000)
diff --git a/examples/05_reregister_tools_example.py b/examples/05_reregister_tools_example.py
index d30ce49..14e6f41 100644
--- a/examples/05_reregister_tools_example.py
+++ b/examples/05_reregister_tools_example.py
@@ -1,15 +1,16 @@
 """
 This example shows how to re-register tools if you add endpoints after the MCP server was created.
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi_mcp import FastApiMCP
 
 setup_logging()
 
-mcp = FastApiMCP(app) # Add MCP server to the FastAPI app
-mcp.mount() # MCP server
+mcp = FastApiMCP(app)  # Add MCP server to the FastAPI app
+mcp.mount()  # MCP server
 
 
 # This endpoint will not be registered as a tool, since it was added after the MCP instance was created
@@ -24,5 +25,5 @@ async def new_endpoint():
 
 if __name__ == "__main__":
     import uvicorn
-    
+
     uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/examples/06_custom_mcp_router_example.py b/examples/06_custom_mcp_router_example.py
index 83ea6ad..b69ac09 100644
--- a/examples/06_custom_mcp_router_example.py
+++ b/examples/06_custom_mcp_router_example.py
@@ -1,7 +1,8 @@
 """
 This example shows how to mount the MCP server to a specific APIRouter, giving a custom mount path.
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi import APIRouter
@@ -9,7 +10,7 @@
 
 setup_logging()
 
-other_router = APIRouter(prefix="/other/route")    
+other_router = APIRouter(prefix="/other/route")
 app.include_router(other_router)
 
 mcp = FastApiMCP(app)
@@ -21,5 +22,5 @@
 
 if __name__ == "__main__":
     import uvicorn
-    
+
     uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/examples/07_configure_http_timeout_example.py b/examples/07_configure_http_timeout_example.py
index eaab570..036c103 100644
--- a/examples/07_configure_http_timeout_example.py
+++ b/examples/07_configure_http_timeout_example.py
@@ -2,7 +2,8 @@
 This example shows how to configure the HTTP client timeout for the MCP server.
 In case you have API endpoints that take longer than 5 seconds to respond, you can increase the timeout.
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 import httpx
@@ -12,14 +13,11 @@
 setup_logging()
 
 
-mcp = FastApiMCP(
-    app,
-    http_client=httpx.AsyncClient(timeout=20)
-)
+mcp = FastApiMCP(app, http_client=httpx.AsyncClient(timeout=20))
 mcp.mount()
 
 
 if __name__ == "__main__":
     import uvicorn
-    
+
     uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/examples/08_auth_example_token_passthrough.py b/examples/08_auth_example_token_passthrough.py
index 8f0b8f4..422f4ab 100644
--- a/examples/08_auth_example_token_passthrough.py
+++ b/examples/08_auth_example_token_passthrough.py
@@ -21,7 +21,8 @@
 }
 ```
 """
-from examples.shared.apps.items import app # The FastAPI app
+
+from examples.shared.apps.items import app  # The FastAPI app
 from examples.shared.setup import setup_logging
 
 from fastapi import Depends
@@ -34,11 +35,13 @@
 # Scheme for the Authorization header
 token_auth_scheme = HTTPBearer()
 
+
 # Create a private endpoint
 @app.get("/private")
-async def private(token = Depends(token_auth_scheme)):
+async def private(token=Depends(token_auth_scheme)):
     return token.credentials
 
+
 # Create the MCP server with the token auth scheme
 mcp = FastApiMCP(
     app,
@@ -54,5 +57,5 @@ async def private(token = Depends(token_auth_scheme)):
 
 if __name__ == "__main__":
     import uvicorn
-    
-    uvicorn.run(app, host="0.0.0.0", port=8000)
\ No newline at end of file
+
+    uvicorn.run(app, host="0.0.0.0", port=8000)
diff --git a/fastapi_mcp/openapi/convert.py b/fastapi_mcp/openapi/convert.py
index 22e5c5e..980c71f 100644
--- a/fastapi_mcp/openapi/convert.py
+++ b/fastapi_mcp/openapi/convert.py
@@ -1,6 +1,6 @@
 import json
 import logging
-from typing import Any, Dict, List, Tuple
+from typing import Any, Dict, List, Tuple, Optional
 
 import mcp.types as types
 
@@ -9,6 +9,7 @@
     generate_example_from_schema,
     resolve_schema_references,
     get_single_param_type_from_schema,
+    shorten_operation_id,
 )
 
 logger = logging.getLogger(__name__)
@@ -18,7 +19,8 @@ def convert_openapi_to_mcp_tools(
     openapi_schema: Dict[str, Any],
     describe_all_responses: bool = False,
     describe_full_response_schema: bool = False,
-) -> Tuple[List[types.Tool], Dict[str, Dict[str, Any]]]:
+    max_operation_id_length: Optional[int] = None,
+) -> Tuple[List[types.Tool], Dict[str, Dict[str, Any]], Dict[str, str]]:
     """
     Convert OpenAPI operations to MCP tools.
 
@@ -26,17 +28,23 @@ def convert_openapi_to_mcp_tools(
         openapi_schema: The OpenAPI schema
         describe_all_responses: Whether to include all possible response schemas in tool descriptions
         describe_full_response_schema: Whether to include full response schema in tool descriptions
+        max_operation_id_length: Maximum length for operation IDs. IDs longer than this will be shortened.
 
     Returns:
         A tuple containing:
         - A list of MCP tools
         - A mapping of operation IDs to operation details for HTTP execution
+        - A mapping of shortened operation IDs to original operation IDs (for debugging)
     """
     # Resolve all references in the schema at once
     resolved_openapi_schema = resolve_schema_references(openapi_schema, openapi_schema)
 
     tools = []
     operation_map = {}
+    operation_id_mappings = {}  # Maps shortened IDs to original IDs
+
+    # Track seen operation IDs for collision detection
+    seen_operation_ids = set()
 
     # Process each path in the OpenAPI schema
     for path, path_item in resolved_openapi_schema.get("paths", {}).items():
@@ -52,12 +60,36 @@ def convert_openapi_to_mcp_tools(
                 logger.warning(f"Skipping operation with no operationId: {operation}")
                 continue
 
+            # Store the original operation ID for mapping
+            original_operation_id = operation_id
+
+            # Apply shortening if max_operation_id_length is set
+            if max_operation_id_length is not None:
+                shortened_id = shorten_operation_id(operation_id, max_operation_id_length)
+                if shortened_id != operation_id:
+                    logger.debug(f"Shortened operation ID: {operation_id} -> {shortened_id}")
+                    # Store the mapping for debugging
+                    operation_id_mappings[shortened_id] = original_operation_id
+                operation_id = shortened_id
+
+            # Check for collisions
+            if operation_id in seen_operation_ids:
+                logger.warning(
+                    f"Collision detected! Operation ID '{operation_id}' already exists. "
+                    f"Original operation ID was '{original_operation_id}'. "
+                    f"Consider using unique operation IDs in your FastAPI app or adjusting max_operation_id_length."
+                )
+            else:
+                seen_operation_ids.add(operation_id)
+
             # Save operation details for later HTTP calls
+            # Use the shortened operation_id as the key, but store the original for reference
             operation_map[operation_id] = {
                 "path": path,
                 "method": method,
                 "parameters": operation.get("parameters", []),
                 "request_body": operation.get("requestBody", {}),
+                "original_operation_id": original_operation_id,
             }
 
             summary = operation.get("summary", "")
@@ -264,4 +296,11 @@ def convert_openapi_to_mcp_tools(
 
             tools.append(tool)
 
-    return tools, operation_map
+    # Log summary of operation ID shortening if it occurred
+    if operation_id_mappings:
+        logger.debug(
+            f"Operation ID shortening summary: {len(operation_id_mappings)} IDs shortened "
+            f"to fit within {max_operation_id_length} character limit"
+        )
+
+    return tools, operation_map, operation_id_mappings
diff --git a/fastapi_mcp/openapi/utils.py b/fastapi_mcp/openapi/utils.py
index 1821d57..8e610e4 100644
--- a/fastapi_mcp/openapi/utils.py
+++ b/fastapi_mcp/openapi/utils.py
@@ -1,6 +1,117 @@
+import hashlib
 from typing import Any, Dict
 
 
+def shorten_operation_id(operation_id: str, max_length: int) -> str:
+    """
+    Shorten an operation ID to fit within a maximum length while preserving semantic meaning.
+
+    This function implements a collision-resistant shortening algorithm that:
+    1. Preserves operation IDs that are already within the limit
+    2. For longer IDs, extracts components (function name, path segments, HTTP method)
+    3. Generates a 6-character MD5 hash for uniqueness
+    4. Prioritizes the most specific path segments (rightmost)
+    5. Intelligently truncates function names if needed
+
+    Args:
+        operation_id: The original operation ID to potentially shorten
+        max_length: The maximum allowed length for the operation ID
+
+    Returns:
+        The original operation ID if within limit, or a shortened version
+
+    Example:
+        >>> shorten_operation_id("get_user_profile_api_v1_users_profiles_user_id_get", 50)
+        'get_user_profile_users_profiles_user_id_get_e1e2e3'
+    """
+    # Return as-is if already within limit
+    if len(operation_id) <= max_length:
+        return operation_id
+
+    # Generate 6-character hash from the full original operation ID
+    hash_value = hashlib.md5(operation_id.encode()).hexdigest()[:6]
+
+    # Extract components based on FastAPI's default pattern
+    # Pattern: {function_name}_{path_segments}_{http_method}
+    parts = operation_id.split("_")
+
+    # Extract HTTP method (last part)
+    http_method = ""
+    if parts and parts[-1] in ["get", "post", "put", "delete", "patch", "head", "options"]:
+        http_method = parts[-1]
+        parts = parts[:-1]
+
+    # Extract function name (first part, may be multiple words)
+    # Function names often contain underscores, so we need to identify where the path starts
+    # Heuristic: path segments are usually shorter and may include version indicators like 'v1'
+    function_name_parts = []
+    path_segments = []
+
+    # Common path indicators
+    path_indicators = {"api", "v1", "v2", "v3", "admin", "auth", "public", "private"}
+
+    found_path = False
+    for i, part in enumerate(parts):
+        if not found_path and part.lower() in path_indicators:
+            found_path = True
+            path_segments = parts[i:]
+            break
+        elif not found_path:
+            function_name_parts.append(part)
+
+    # If no path indicators found, assume first part is function name, rest is path
+    if not found_path and parts:
+        function_name_parts = [parts[0]] if parts else []
+        path_segments = parts[1:] if len(parts) > 1 else []
+
+    function_name = "_".join(function_name_parts) if function_name_parts else ""
+
+    # Calculate available space for path segments
+    # Format: {function_name}_{truncated_path}_{http_method}_{hash}
+    fixed_parts_length = len(function_name) + len(http_method) + len(hash_value) + 3  # 3 underscores
+
+    # Handle case where fixed parts alone exceed max_length
+    if fixed_parts_length >= max_length:
+        # Truncate function name intelligently
+        available_for_function = max_length - len(http_method) - len(hash_value) - 3
+        if available_for_function > 10:  # Ensure we have reasonable space
+            # Preserve start and end of function name
+            half = (available_for_function - 3) // 2  # -3 for "..."
+            function_name = function_name[:half] + "..." + function_name[-(available_for_function - half - 3) :]
+        else:
+            # Very extreme case, just truncate
+            function_name = function_name[:available_for_function]
+
+        # No room for path segments
+        return f"{function_name}_{http_method}_{hash_value}"
+
+    # Calculate space available for path segments
+    available_for_path = max_length - fixed_parts_length
+
+    # Build path from right to left (most specific segments first)
+    selected_segments: list[str] = []
+    current_length = 0
+
+    for segment in reversed(path_segments):
+        segment_length = len(segment) + (1 if selected_segments else 0)  # +1 for underscore if not first
+        if current_length + segment_length <= available_for_path:
+            selected_segments.append(segment)
+            current_length += segment_length
+        else:
+            break
+
+    # Reverse to get correct order
+    selected_segments.reverse()
+
+    # Build final shortened operation ID
+    path_part = "_".join(selected_segments) if selected_segments else ""
+
+    if path_part:
+        return f"{function_name}_{path_part}_{http_method}_{hash_value}"
+    else:
+        return f"{function_name}_{http_method}_{hash_value}"
+
+
 def get_single_param_type_from_schema(param_schema: Dict[str, Any]) -> str:
     """
     Get the type of a parameter from the schema.
diff --git a/fastapi_mcp/server.py b/fastapi_mcp/server.py
index f5c4fc6..3b92b40 100644
--- a/fastapi_mcp/server.py
+++ b/fastapi_mcp/server.py
@@ -60,6 +60,24 @@ async def handler(req: types.CallToolRequest):
 class FastApiMCP:
     """
     Create an MCP server from a FastAPI app.
+
+    This class converts FastAPI endpoints into MCP tools, allowing LLMs to interact
+    with your API. It supports automatic operation ID shortening to ensure compatibility
+    with LLMs that have character limits for tool names.
+
+    Args:
+        fastapi: The FastAPI application to create an MCP server from
+        name: Name for the MCP server (defaults to app.title)
+        description: Description for the MCP server (defaults to app.description)
+        describe_all_responses: Whether to include all possible response schemas in tool descriptions
+        describe_full_response_schema: Whether to include full json schema for responses in tool descriptions
+        http_client: Optional custom HTTP client to use for API calls to the FastAPI app
+        include_operations: List of operation IDs to include as MCP tools
+        exclude_operations: List of operation IDs to exclude from MCP tools
+        include_tags: List of tags to include as MCP tools
+        exclude_tags: List of tags to exclude from MCP tools
+        auth_config: Configuration for MCP authentication
+        max_operation_id_length: Maximum length for operation IDs. IDs longer than this will be shortened. Defaults to 60.
     """
 
     def __init__(
@@ -113,6 +131,10 @@ def __init__(
             Optional[AuthConfig],
             Doc("Configuration for MCP authentication"),
         ] = None,
+        max_operation_id_length: Annotated[
+            Optional[int],
+            Doc("Maximum length for operation IDs. IDs longer than this will be shortened. Defaults to 60."),
+        ] = 60,
     ):
         # Validate operation and tag filtering options
         if include_operations is not None and exclude_operations is not None:
@@ -121,7 +143,12 @@ def __init__(
         if include_tags is not None and exclude_tags is not None:
             raise ValueError("Cannot specify both include_tags and exclude_tags")
 
+        # Validate max_operation_id_length
+        if max_operation_id_length is not None and max_operation_id_length <= 0:
+            raise ValueError("max_operation_id_length must be a positive integer")
+
         self.operation_map: Dict[str, Dict[str, Any]]
+        self.operation_id_mappings: Dict[str, str]  # Maps shortened IDs to original IDs
         self.tools: List[types.Tool]
         self.server: Server
 
@@ -137,6 +164,7 @@ def __init__(
         self._include_tags = include_tags
         self._exclude_tags = exclude_tags
         self._auth_config = auth_config
+        self._max_operation_id_length = max_operation_id_length
 
         if self._auth_config:
             self._auth_config = self._auth_config.model_validate(self._auth_config)
@@ -158,15 +186,22 @@ def setup_server(self) -> None:
             routes=self.fastapi.routes,
         )
 
-        all_tools, self.operation_map = convert_openapi_to_mcp_tools(
+        all_tools, self.operation_map, self.operation_id_mappings = convert_openapi_to_mcp_tools(
             openapi_schema,
             describe_all_responses=self._describe_all_responses,
             describe_full_response_schema=self._describe_full_response_schema,
+            max_operation_id_length=self._max_operation_id_length,
         )
 
         # Filter tools based on operation IDs and tags
         self.tools = self._filter_tools(all_tools, openapi_schema)
 
+        # Log operation ID mappings if any shortening occurred
+        if self.operation_id_mappings:
+            logger.debug(f"Operation ID shortening applied. {len(self.operation_id_mappings)} IDs were shortened:")
+            for shortened, original in self.operation_id_mappings.items():
+                logger.debug(f"  {original} -> {shortened}")
+
         mcp_server: LowlevelMCPServer = LowlevelMCPServer(self.name, self.description)
 
         @mcp_server.list_tools()
@@ -502,21 +537,46 @@ def _filter_tools(self, tools: List[types.Tool], openapi_schema: Dict[str, Any])
                         operations_by_tag[tag] = []
                     operations_by_tag[tag].append(operation_id)
 
+        # Create a reverse mapping from original to shortened operation IDs
+        original_to_shortened = {v: k for k, v in self.operation_id_mappings.items()}
+
         operations_to_include = set()
 
         if self._include_operations is not None:
-            operations_to_include.update(self._include_operations)
+            for op_id in self._include_operations:
+                # Check if this operation ID was shortened
+                if op_id in original_to_shortened:
+                    operations_to_include.add(original_to_shortened[op_id])
+                else:
+                    operations_to_include.add(op_id)
         elif self._exclude_operations is not None:
             all_operations = {tool.name for tool in tools}
-            operations_to_include.update(all_operations - set(self._exclude_operations))
+            excluded = set()
+            for op_id in self._exclude_operations:
+                # Check if this operation ID was shortened
+                if op_id in original_to_shortened:
+                    excluded.add(original_to_shortened[op_id])
+                else:
+                    excluded.add(op_id)
+            operations_to_include.update(all_operations - excluded)
 
         if self._include_tags is not None:
             for tag in self._include_tags:
-                operations_to_include.update(operations_by_tag.get(tag, []))
+                for original_op_id in operations_by_tag.get(tag, []):
+                    # Check if this operation ID was shortened
+                    if original_op_id in original_to_shortened:
+                        operations_to_include.add(original_to_shortened[original_op_id])
+                    else:
+                        operations_to_include.add(original_op_id)
         elif self._exclude_tags is not None:
             excluded_operations = set()
             for tag in self._exclude_tags:
-                excluded_operations.update(operations_by_tag.get(tag, []))
+                for original_op_id in operations_by_tag.get(tag, []):
+                    # Check if this operation ID was shortened
+                    if original_op_id in original_to_shortened:
+                        excluded_operations.add(original_to_shortened[original_op_id])
+                    else:
+                        excluded_operations.add(original_op_id)
 
             all_operations = {tool.name for tool in tools}
             operations_to_include.update(all_operations - excluded_operations)
diff --git a/pyproject.toml b/pyproject.toml
index bea9fd7..1c7d589 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,3 +70,13 @@ target-version = "py312"
 asyncio_mode = "auto"
 testpaths = ["tests"]
 python_files = "test_*.py"
+
+[tool.uv]
+dev-dependencies = [
+    "mypy>=1.16.0",
+    "pytest>=8.4.0",
+    "pytest-asyncio>=1.0.0",
+    "ruff>=0.11.13",
+    "coverage>=7.8.2",
+    "pytest-cov>=6.1.1",
+]
diff --git a/tests/test_mcp_execute_api_tool.py b/tests/test_mcp_execute_api_tool.py
index cc05d34..a492f65 100644
--- a/tests/test_mcp_execute_api_tool.py
+++ b/tests/test_mcp_execute_api_tool.py
@@ -10,183 +10,150 @@
 async def test_execute_api_tool_success(simple_fastapi_app: FastAPI):
     """Test successful execution of an API tool."""
     mcp = FastApiMCP(simple_fastapi_app)
-    
+
     # Mock the HTTP client response
     mock_response = MagicMock()
     mock_response.json.return_value = {"id": 1, "name": "Test Item"}
     mock_response.status_code = 200
     mock_response.text = '{"id": 1, "name": "Test Item"}'
-    
+
     # Mock the HTTP client
     mock_client = AsyncMock()
     mock_client.get.return_value = mock_response
-    
+
     # Test parameters
     tool_name = "get_item"
     arguments = {"item_id": 1}
-    
+
     # Execute the tool
-    with patch.object(mcp, '_http_client', mock_client):
+    with patch.object(mcp, "_http_client", mock_client):
         result = await mcp._execute_api_tool(
-            client=mock_client,
-            tool_name=tool_name,
-            arguments=arguments,
-            operation_map=mcp.operation_map
+            client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map
         )
-    
+
     # Verify the result
     assert len(result) == 1
     assert isinstance(result[0], TextContent)
     assert result[0].text == '{\n  "id": 1,\n  "name": "Test Item"\n}'
-    
+
     # Verify the HTTP client was called correctly
-    mock_client.get.assert_called_once_with(
-        "/items/1",
-        params={},
-        headers={}
-    )
+    mock_client.get.assert_called_once_with("/items/1", params={}, headers={})
 
 
 @pytest.mark.asyncio
 async def test_execute_api_tool_with_query_params(simple_fastapi_app: FastAPI):
     """Test execution of an API tool with query parameters."""
     mcp = FastApiMCP(simple_fastapi_app)
-    
+
     # Mock the HTTP client response
     mock_response = MagicMock()
     mock_response.json.return_value = [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}]
     mock_response.status_code = 200
     mock_response.text = '[{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}]'
-    
+
     # Mock the HTTP client
     mock_client = AsyncMock()
     mock_client.get.return_value = mock_response
-    
+
     # Test parameters
     tool_name = "list_items"
     arguments = {"skip": 0, "limit": 2}
-    
+
     # Execute the tool
-    with patch.object(mcp, '_http_client', mock_client):
+    with patch.object(mcp, "_http_client", mock_client):
         result = await mcp._execute_api_tool(
-            client=mock_client,
-            tool_name=tool_name,
-            arguments=arguments,
-            operation_map=mcp.operation_map
+            client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map
         )
-    
+
     # Verify the result
     assert len(result) == 1
     assert isinstance(result[0], TextContent)
-    
+
     # Verify the HTTP client was called with query parameters
-    mock_client.get.assert_called_once_with(
-        "/items/",
-        params={"skip": 0, "limit": 2},
-        headers={}
-    )
+    mock_client.get.assert_called_once_with("/items/", params={"skip": 0, "limit": 2}, headers={})
 
 
 @pytest.mark.asyncio
 async def test_execute_api_tool_with_body(simple_fastapi_app: FastAPI):
     """Test execution of an API tool with request body."""
     mcp = FastApiMCP(simple_fastapi_app)
-    
+
     # Mock the HTTP client response
     mock_response = MagicMock()
     mock_response.json.return_value = {"id": 1, "name": "New Item"}
     mock_response.status_code = 200
     mock_response.text = '{"id": 1, "name": "New Item"}'
-    
+
     # Mock the HTTP client
     mock_client = AsyncMock()
     mock_client.post.return_value = mock_response
-    
+
     # Test parameters
     tool_name = "create_item"
     arguments = {
-        "item": {
-            "id": 1,
-            "name": "New Item",
-            "price": 10.0,
-            "tags": ["tag1"],
-            "description": "New item description"
-        }
+        "item": {"id": 1, "name": "New Item", "price": 10.0, "tags": ["tag1"], "description": "New item description"}
     }
-    
+
     # Execute the tool
-    with patch.object(mcp, '_http_client', mock_client):
+    with patch.object(mcp, "_http_client", mock_client):
         result = await mcp._execute_api_tool(
-            client=mock_client,
-            tool_name=tool_name,
-            arguments=arguments,
-            operation_map=mcp.operation_map
+            client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map
         )
-    
+
     # Verify the result
     assert len(result) == 1
     assert isinstance(result[0], TextContent)
-    
+
     # Verify the HTTP client was called with the request body
-    mock_client.post.assert_called_once_with(
-        "/items/",
-        params={},
-        headers={},
-        json=arguments
-    )
+    mock_client.post.assert_called_once_with("/items/", params={}, headers={}, json=arguments)
 
 
 @pytest.mark.asyncio
 async def test_execute_api_tool_with_non_ascii_chars(simple_fastapi_app: FastAPI):
     """Test execution of an API tool with non-ASCII characters."""
     mcp = FastApiMCP(simple_fastapi_app)
-    
+
     # Test data with both ASCII and non-ASCII characters
     test_data = {
         "id": 1,
         "name": "你好 World",  # Chinese characters + ASCII
         "price": 10.0,
         "tags": ["tag1", "标签2"],  # Chinese characters in tags
-        "description": "这是一个测试描述"  # All Chinese characters
+        "description": "这是一个测试描述",  # All Chinese characters
     }
-    
+
     # Mock the HTTP client response
     mock_response = MagicMock()
     mock_response.json.return_value = test_data
     mock_response.status_code = 200
-    mock_response.text = '{"id": 1, "name": "你好 World", "price": 10.0, "tags": ["tag1", "标签2"], "description": "这是一个测试描述"}'
-    
+    mock_response.text = (
+        '{"id": 1, "name": "你好 World", "price": 10.0, "tags": ["tag1", "标签2"], "description": "这是一个测试描述"}'
+    )
+
     # Mock the HTTP client
     mock_client = AsyncMock()
     mock_client.get.return_value = mock_response
-    
+
     # Test parameters
     tool_name = "get_item"
     arguments = {"item_id": 1}
-    
+
     # Execute the tool
-    with patch.object(mcp, '_http_client', mock_client):
+    with patch.object(mcp, "_http_client", mock_client):
         result = await mcp._execute_api_tool(
-            client=mock_client,
-            tool_name=tool_name,
-            arguments=arguments,
-            operation_map=mcp.operation_map
+            client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map
         )
-    
+
     # Verify the result
     assert len(result) == 1
     assert isinstance(result[0], TextContent)
-    
+
     # Verify that the response contains both ASCII and non-ASCII characters
     response_text = result[0].text
     assert "你好" in response_text  # Chinese characters preserved
     assert "World" in response_text  # ASCII characters preserved
     assert "标签2" in response_text  # Chinese characters in tags preserved
     assert "这是一个测试描述" in response_text  # All Chinese description preserved
-    
+
     # Verify the HTTP client was called correctly
-    mock_client.get.assert_called_once_with(
-        "/items/1",
-        params={},
-        headers={}
-    )
+    mock_client.get.assert_called_once_with("/items/1", params={}, headers={})
diff --git a/tests/test_openapi_conversion.py b/tests/test_openapi_conversion.py
index aefe643..234f257 100644
--- a/tests/test_openapi_conversion.py
+++ b/tests/test_openapi_conversion.py
@@ -7,6 +7,7 @@
     clean_schema_for_display,
     generate_example_from_schema,
     get_single_param_type_from_schema,
+    shorten_operation_id,
 )
 
 
@@ -19,7 +20,7 @@ def test_simple_app_conversion(simple_fastapi_app: FastAPI):
         routes=simple_fastapi_app.routes,
     )
 
-    tools, operation_map = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, operation_map, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     assert len(tools) == 6
     assert len(operation_map) == 6
@@ -44,7 +45,7 @@ def test_complex_app_conversion(complex_fastapi_app: FastAPI):
         routes=complex_fastapi_app.routes,
     )
 
-    tools, operation_map = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, operation_map, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     expected_operations = ["list_products", "get_product", "create_order", "get_customer"]
     assert len(tools) == len(expected_operations)
@@ -69,9 +70,9 @@ def test_describe_full_response_schema(simple_fastapi_app: FastAPI):
         routes=simple_fastapi_app.routes,
     )
 
-    tools_full, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_full_response_schema=True)
+    tools_full, _, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_full_response_schema=True)
 
-    tools_simple, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_full_response_schema=False)
+    tools_simple, _, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_full_response_schema=False)
 
     for i, tool in enumerate(tools_full):
         assert tool.description is not None
@@ -100,9 +101,9 @@ def test_describe_all_responses(complex_fastapi_app: FastAPI):
         routes=complex_fastapi_app.routes,
     )
 
-    tools_all, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_all_responses=True)
+    tools_all, _, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_all_responses=True)
 
-    tools_success, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_all_responses=False)
+    tools_success, _, _ = convert_openapi_to_mcp_tools(openapi_schema, describe_all_responses=False)
 
     create_order_all = next(t for t in tools_all if t.name == "create_order")
     create_order_success = next(t for t in tools_success if t.name == "create_order")
@@ -167,7 +168,7 @@ def test_parameter_handling(complex_fastapi_app: FastAPI):
         routes=complex_fastapi_app.routes,
     )
 
-    tools, operation_map = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, operation_map, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     list_products_tool = next(tool for tool in tools if tool.name == "list_products")
 
@@ -243,7 +244,7 @@ def test_request_body_handling(complex_fastapi_app: FastAPI):
     original_request_body = create_order_route["requestBody"]["content"]["application/json"]["schema"]
     original_properties = original_request_body.get("properties", {})
 
-    tools, operation_map = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, operation_map, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     create_order_tool = next(tool for tool in tools if tool.name == "create_order")
 
@@ -318,7 +319,7 @@ def test_missing_type_handling(complex_fastapi_app: FastAPI):
             param["schema"].pop("type", None)
             break
 
-    tools, operation_map = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, operation_map, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     get_product_tool = next(tool for tool in tools if tool.name == "get_product")
     get_product_props = get_product_tool.inputSchema["properties"]
@@ -350,7 +351,7 @@ def test_body_params_descriptions_and_defaults(complex_fastapi_app: FastAPI):
     item_schema["properties"]["product_id"]["description"] = "Test product ID description"
     item_schema["properties"]["quantity"]["default"] = 1
 
-    tools, _ = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, _, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     create_order_tool = next(tool for tool in tools if tool.name == "create_order")
     properties = create_order_tool.inputSchema["properties"]
@@ -406,7 +407,7 @@ def test_body_params_edge_cases(complex_fastapi_app: FastAPI):
     if "properties" in item_schema["properties"]["total"]:
         del item_schema["properties"]["total"]["properties"]
 
-    tools, _ = convert_openapi_to_mcp_tools(openapi_schema)
+    tools, _, _ = convert_openapi_to_mcp_tools(openapi_schema)
 
     create_order_tool = next(tool for tool in tools if tool.name == "create_order")
     properties = create_order_tool.inputSchema["properties"]
@@ -422,3 +423,102 @@ def test_body_params_edge_cases(complex_fastapi_app: FastAPI):
     if "items" in properties:
         item_props = properties["items"]["items"]["properties"]
         assert "total" in item_props
+
+
+def test_shorten_operation_id_basic():
+    """Test basic operation ID shortening functionality."""
+    # Test case 1: ID within limit should not be shortened
+    short_id = "get_user"
+    assert shorten_operation_id(short_id, 50) == short_id
+
+    # Test case 2: Long ID should be shortened
+    long_id = "get_user_profile_api_v1_users_profiles_user_id_get"
+    shortened = shorten_operation_id(long_id, 40)  # Use 40 to ensure shortening happens
+    assert len(shortened) <= 40
+    assert shortened.startswith("get_user_profile")
+    assert "_get_" in shortened  # HTTP method should be present
+    assert "user_id" in shortened  # Most specific path segment should be preserved
+
+    # Test case 3: Very long function name
+    very_long_func = "get_user_profile_details_with_preferences_and_settings_api_v1_users_get"
+    shortened = shorten_operation_id(very_long_func, 40)
+    assert len(shortened) <= 40
+    assert "..." in shortened  # Should contain ellipsis for truncated function name
+
+
+def test_shorten_operation_id_edge_cases():
+    """Test edge cases for operation ID shortening."""
+    # Test case 1: No path segments
+    no_path = "create_user_post"
+    shortened = shorten_operation_id(no_path, 20)
+    assert len(shortened) <= 20
+    # With no shortening needed, it should remain the same
+    assert shortened == "create_user_post"
+
+    # Test case 2: Single character segments
+    single_char = "get_a_b_c_d_e_f_g_h_i_j_k_get"
+    shortened = shorten_operation_id(single_char, 25)
+    assert len(shortened) <= 25
+
+    # Test case 3: No HTTP method
+    no_method = "list_items_api_v1_items"
+    shortened = shorten_operation_id(no_method, 20)
+    assert len(shortened) <= 20
+
+    # Test case 4: Only HTTP method
+    only_method = "get"
+    assert shorten_operation_id(only_method, 10) == only_method
+
+    # Test case 5: Empty operation ID
+    assert shorten_operation_id("", 10) == ""
+
+
+def test_shorten_operation_id_hash_consistency():
+    """Test that hash generation is consistent."""
+    operation_id = "get_user_profile_api_v1_users_profiles_user_id_get"
+
+    # Same input should always produce the same hash
+    shortened1 = shorten_operation_id(operation_id, 40)
+    shortened2 = shorten_operation_id(operation_id, 40)
+    assert shortened1 == shortened2
+
+    # Extract hash from shortened ID (last 6 characters before final underscore)
+    hash1 = shortened1.split("_")[-1]
+    hash2 = shortened2.split("_")[-1]
+    assert hash1 == hash2
+    assert len(hash1) == 6
+
+
+def test_shorten_operation_id_different_lengths():
+    """Test shortening with different max lengths."""
+    operation_id = "get_user_profile_api_v1_users_profiles_user_id_get"
+
+    # Test with different limits
+    for max_length in [30, 40, 50, 60]:
+        shortened = shorten_operation_id(operation_id, max_length)
+        assert len(shortened) <= max_length
+
+    # Test with two lengths that both require shortening
+    short_limit = shorten_operation_id(operation_id, 30)
+    medium_limit = shorten_operation_id(operation_id, 40)
+
+    # Both shortened versions should have the same hash (last 6 chars)
+    assert short_limit[-6:] == medium_limit[-6:]
+
+    # The medium limit should preserve more path info
+    assert len(medium_limit) > len(short_limit)
+
+
+def test_shorten_operation_id_path_priority():
+    """Test that rightmost path segments are prioritized."""
+    operation_id = "get_data_api_v1_organizations_departments_employees_employee_id_get"
+    shortened = shorten_operation_id(operation_id, 50)
+
+    # Should prioritize rightmost segments
+    assert "employee_id" in shortened
+    assert "employees" in shortened or "departments" in shortened
+
+    # Should not include leftmost segments when space is limited
+    very_short = shorten_operation_id(operation_id, 35)
+    assert "api" not in very_short
+    assert "v1" not in very_short
diff --git a/tests/test_operation_id_shortening.py b/tests/test_operation_id_shortening.py
new file mode 100644
index 0000000..49de34d
--- /dev/null
+++ b/tests/test_operation_id_shortening.py
@@ -0,0 +1,318 @@
+import logging
+from unittest.mock import patch
+from fastapi import FastAPI
+from fastapi.openapi.utils import get_openapi
+
+from fastapi_mcp import FastApiMCP
+from fastapi_mcp.openapi.convert import convert_openapi_to_mcp_tools
+
+
+def create_app_with_long_operation_ids() -> FastAPI:
+    """Create a FastAPI app with intentionally long operation IDs."""
+    app = FastAPI(title="Test App", version="1.0.0")
+
+    @app.get("/api/v1/organizations/departments/employees/profiles/{employee_id}")
+    async def get_employee_profile_details_with_full_information(employee_id: int):
+        """Get detailed employee profile information."""
+        return {"employee_id": employee_id}
+
+    @app.post("/api/v1/financial/reports/quarterly/consolidated/generate")
+    async def generate_consolidated_quarterly_financial_report(year: int, quarter: int):
+        """Generate a consolidated quarterly financial report."""
+        return {"year": year, "quarter": quarter}
+
+    return app
+
+
+def test_fastapi_mcp_with_operation_id_shortening():
+    """Test that FastApiMCP properly applies operation ID shortening."""
+    app = create_app_with_long_operation_ids()
+
+    # Create FastApiMCP instance with max_operation_id_length
+    mcp = FastApiMCP(
+        app, name="Test MCP", description="Test MCP with operation ID shortening", max_operation_id_length=50
+    )
+
+    # Check that operation IDs were shortened
+    assert len(mcp.tools) == 2
+
+    for tool in mcp.tools:
+        assert len(tool.name) <= 50
+
+    # Check that operation_id_mappings contains the shortened IDs
+    assert len(mcp.operation_id_mappings) == 2
+
+    # Verify the mappings exist for our shortened IDs
+    for shortened_id, original_id in mcp.operation_id_mappings.items():
+        assert len(shortened_id) <= 50
+        assert len(original_id) > 50  # Original IDs should be longer
+        assert shortened_id in [tool.name for tool in mcp.tools]
+
+
+def test_fastapi_mcp_without_operation_id_shortening():
+    """Test that FastApiMCP doesn't shorten when max_operation_id_length is None."""
+    app = create_app_with_long_operation_ids()
+
+    # Create FastApiMCP instance without max_operation_id_length
+    mcp = FastApiMCP(
+        app, name="Test MCP", description="Test MCP without operation ID shortening", max_operation_id_length=None
+    )
+
+    # Check that operation IDs were NOT shortened
+    assert len(mcp.tools) == 2
+
+    # All operation IDs should be their original length (> 50 chars)
+    for tool in mcp.tools:
+        assert len(tool.name) > 50
+
+    # operation_id_mappings should be empty when no shortening occurs
+    assert len(mcp.operation_id_mappings) == 0
+
+
+def test_fastapi_mcp_operation_map_preservation():
+    """Test that operation_map correctly maps shortened IDs to operation details."""
+    app = create_app_with_long_operation_ids()
+
+    mcp = FastApiMCP(app, name="Test MCP", description="Test MCP", max_operation_id_length=40)
+
+    # Verify that operation_map uses shortened IDs as keys
+    for tool in mcp.tools:
+        assert tool.name in mcp.operation_map
+        operation_detail = mcp.operation_map[tool.name]
+
+        # Check that operation details are preserved
+        assert "path" in operation_detail
+        assert "method" in operation_detail
+        assert "original_operation_id" in operation_detail
+
+        # The original_operation_id should be longer than the tool name
+        assert len(operation_detail["original_operation_id"]) > len(tool.name)
+
+
+def test_convert_openapi_with_max_length():
+    """Test the convert_openapi_to_mcp_tools function with max_operation_id_length."""
+    app = create_app_with_long_operation_ids()
+
+    openapi_schema = get_openapi(
+        title=app.title,
+        version=app.version,
+        openapi_version=app.openapi_version,
+        description=app.description,
+        routes=app.routes,
+    )
+
+    # Test with shortening
+    tools, operation_map, id_mappings = convert_openapi_to_mcp_tools(openapi_schema, max_operation_id_length=45)
+
+    assert len(tools) == 2
+    assert len(operation_map) == 2
+    assert len(id_mappings) == 2
+
+    for tool in tools:
+        assert len(tool.name) <= 45
+
+    # Test without shortening
+    tools_no_short, operation_map_no_short, id_mappings_no_short = convert_openapi_to_mcp_tools(
+        openapi_schema, max_operation_id_length=None
+    )
+
+    assert len(id_mappings_no_short) == 0
+    for tool in tools_no_short:
+        assert len(tool.name) > 45
+
+
+def test_default_max_operation_id_length():
+    """Test that the default max_operation_id_length is 60."""
+    app = create_app_with_long_operation_ids()
+
+    # Create FastApiMCP without specifying max_operation_id_length
+    mcp = FastApiMCP(app)
+
+    # The default should be 60
+    assert mcp._max_operation_id_length == 60
+
+    # Check that operation IDs respect the default limit
+    for tool in mcp.tools:
+        assert len(tool.name) <= 60
+
+
+def create_app_with_collision_prone_ids() -> FastAPI:
+    """Create a FastAPI app with operation IDs that will collide when shortened."""
+    app = FastAPI(title="Collision Test App", version="1.0.0")
+
+    # These two endpoints have different paths but could potentially create the same shortened ID
+    # due to having the same function name and HTTP method
+    @app.get("/api/v1/users/profiles/data", operation_id="get_data_api_v1_users_profiles_data_get")
+    async def get_data():
+        return {"source": "users_profiles"}
+
+    @app.get("/api/v1/products/catalog/data", operation_id="get_data_api_v1_products_catalog_data_get")
+    async def get_data_products():
+        return {"source": "products_catalog"}
+
+    # These two are designed to have very similar structure but different content
+    @app.post(
+        "/api/v1/reports/financial/generate", operation_id="generate_report_api_v1_reports_financial_generate_post"
+    )
+    async def generate_report_financial():
+        return {"type": "financial"}
+
+    @app.post(
+        "/api/v1/reports/analytics/generate", operation_id="generate_report_api_v1_reports_analytics_generate_post"
+    )
+    async def generate_report_analytics():
+        return {"type": "analytics"}
+
+    return app
+
+
+def test_collision_detection_warning(caplog):
+    """Test that collision warnings are properly logged."""
+    app = create_app_with_collision_prone_ids()
+
+    # We'll use a very short max length to force potential collisions
+    # But since we use hashes, actual collisions should be very rare
+    with caplog.at_level(logging.WARNING):
+        mcp = FastApiMCP(
+            app,
+            name="Test MCP",
+            description="Test collision detection",
+            max_operation_id_length=25,  # Very short to stress test
+        )
+
+    # Check that all operations were still created (collisions don't prevent creation)
+    assert len(mcp.tools) == 4
+
+    # If any collisions occurred, they should be logged as warnings
+    # Note: Due to MD5 hashing, actual collisions are unlikely even with short limits
+    collision_warnings = [record for record in caplog.records if "Collision detected!" in record.message]
+
+    # We don't assert that collisions MUST occur (they're probabilistic)
+    # but if they do occur, we verify the warning format
+    for warning in collision_warnings:
+        assert "already exists" in warning.message
+        assert "Original operation ID was" in warning.message
+        assert "Consider using unique operation IDs" in warning.message
+
+
+def test_no_collision_with_sufficient_length():
+    """Test that no collisions occur with sufficient max_operation_id_length."""
+    app = create_app_with_collision_prone_ids()
+
+    # With a reasonable length, collisions should not occur
+    with patch("fastapi_mcp.openapi.convert.logger") as mock_logger:
+        mcp = FastApiMCP(app, name="Test MCP", description="Test no collisions", max_operation_id_length=60)
+
+        # Verify no collision warnings were logged
+        warning_calls = [call for call in mock_logger.warning.call_args_list if "Collision detected!" in str(call)]
+        assert len(warning_calls) == 0
+
+    # All tools should be created successfully
+    assert len(mcp.tools) == 4
+
+    # All tool names should be unique
+    tool_names = [tool.name for tool in mcp.tools]
+    assert len(tool_names) == len(set(tool_names))
+
+
+def test_convert_function_with_collision_detection():
+    """Test collision detection in convert_openapi_to_mcp_tools directly."""
+    app = create_app_with_collision_prone_ids()
+
+    openapi_schema = get_openapi(
+        title=app.title,
+        version=app.version,
+        openapi_version=app.openapi_version,
+        description=app.description,
+        routes=app.routes,
+    )
+
+    # Test with very short limit to potentially trigger collisions
+    with patch("fastapi_mcp.openapi.convert.logger") as mock_logger:
+        tools, operation_map, id_mappings = convert_openapi_to_mcp_tools(openapi_schema, max_operation_id_length=20)
+
+        # All tools should still be created
+        assert len(tools) == 4
+
+        # Check if any collision warnings were logged
+        if mock_logger.warning.called:
+            warning_messages = [call[0][0] for call in mock_logger.warning.call_args_list]
+            collision_warnings = [msg for msg in warning_messages if "Collision detected!" in msg]
+
+            # If collisions occurred, verify the warning format
+            for warning in collision_warnings:
+                assert "already exists" in warning
+                assert "Original operation ID was" in warning
+
+
+def test_operation_ids_under_limit_not_modified():
+    """Test that operation IDs under the limit are not modified."""
+    app = FastAPI(title="Short IDs App", version="1.0.0")
+
+    # Create endpoints with short operation IDs
+    @app.get("/users", operation_id="list_users")
+    async def list_users():
+        return []
+
+    @app.post("/users", operation_id="create_user")
+    async def create_user():
+        return {}
+
+    @app.get("/products", operation_id="list_products")
+    async def list_products():
+        return []
+
+    # Create MCP with a limit larger than any of our operation IDs
+    mcp = FastApiMCP(app, name="Test MCP", description="Test short IDs", max_operation_id_length=50)
+
+    # Verify all operation IDs remain unchanged
+    tool_names = [tool.name for tool in mcp.tools]
+    assert "list_users" in tool_names
+    assert "create_user" in tool_names
+    assert "list_products" in tool_names
+
+    # Verify no mappings were created (no shortening occurred)
+    assert len(mcp.operation_id_mappings) == 0
+
+
+def test_manual_operation_id_respected():
+    """Test that manually specified operation IDs are respected by shortening."""
+    app = FastAPI()
+
+    # Short manual ID should be preserved
+    @app.post("/api/v1/long/path", operation_id="short_id")
+    def endpoint1():
+        return {}
+
+    # Long manual ID should be shortened
+    @app.post("/api/v2/path", operation_id="this_is_a_very_long_manual_operation_id_that_exceeds_the_limit")
+    def endpoint2():
+        return {}
+
+    # Auto-generated ID that will be long
+    @app.post("/api/v1/very/long/path/segments/for/testing/auto/generation")
+    def endpoint_without_manual_id():
+        return {}
+
+    mcp = FastApiMCP(app, max_operation_id_length=40)
+
+    tool_names = {tool.name for tool in mcp.tools}
+
+    # Short manual ID is preserved as-is
+    assert "short_id" in tool_names
+
+    # Long manual ID is shortened
+    # From the logs, it becomes: this_id_that_exceeds_the_limit__168e39
+    long_id_tools = [name for name in tool_names if "this" in name and name != "short_id"]
+    assert len(long_id_tools) == 1
+    long_id_tool = long_id_tools[0]
+    assert len(long_id_tool) <= 40
+
+    # Verify mapping exists for the shortened IDs
+    assert long_id_tool in mcp.operation_id_mappings
+    assert mcp.operation_id_mappings[long_id_tool] == "this_is_a_very_long_manual_operation_id_that_exceeds_the_limit"
+
+    # Auto-generated ID should also be shortened
+    auto_id_tool = next(name for name in tool_names if "endpoint_without_manual_id" in name)
+    assert len(auto_id_tool) <= 40
+    assert auto_id_tool in mcp.operation_id_mappings
diff --git a/tests/test_tag_filtering_with_shortening.py b/tests/test_tag_filtering_with_shortening.py
new file mode 100644
index 0000000..a841c64
--- /dev/null
+++ b/tests/test_tag_filtering_with_shortening.py
@@ -0,0 +1,110 @@
+"""Test that tag filtering works correctly with operation ID shortening."""
+
+from fastapi import FastAPI
+from fastapi_mcp import FastApiMCP
+
+
+def test_tag_filtering_with_shortened_operation_ids():
+    """Test that include_tags works correctly when operation IDs are shortened."""
+    app = FastAPI()
+
+    # Create endpoints with long operation IDs that will be shortened
+    @app.post("/api/v1/very/long/path/segments/for/testing/shortening/endpoint1", tags=["TestTag1"])
+    def very_long_function_name_that_will_definitely_exceed_the_limit():
+        """Endpoint 1 with a very long operation ID."""
+        return {"message": "endpoint1"}
+
+    @app.post("/api/v1/another/very/long/path/segments/for/testing/shortening/endpoint2", tags=["TestTag1"])
+    def another_very_long_function_name_that_exceeds_the_character_limit():
+        """Endpoint 2 with a very long operation ID."""
+        return {"message": "endpoint2"}
+
+    @app.get("/api/v1/short", tags=["TestTag2"])
+    def short_endpoint():
+        """Endpoint with a short operation ID."""
+        return {"message": "short"}
+
+    # Create MCP server with tag filtering and operation ID shortening
+    mcp = FastApiMCP(app, include_tags=["TestTag1"], max_operation_id_length=50)
+
+    # The long operation IDs should be shortened but still included
+    assert len(mcp.tools) == 2
+
+    # Verify that both tools have shortened names
+    tool_names = {tool.name for tool in mcp.tools}
+    for name in tool_names:
+        assert len(name) <= 50
+        # Should end with hash
+        assert "_" in name
+
+    # Verify operation_id_mappings contains the shortened IDs
+    assert len(mcp.operation_id_mappings) == 2
+
+    # Test with different tag
+    mcp2 = FastApiMCP(app, include_tags=["TestTag2"], max_operation_id_length=50)
+
+    assert len(mcp2.tools) == 1
+    assert mcp2.tools[0].name == "short_endpoint_api_v1_short_get"
+
+    # Test with all tags
+    mcp3 = FastApiMCP(app, include_tags=["TestTag1", "TestTag2"], max_operation_id_length=50)
+
+    assert len(mcp3.tools) == 3
+
+
+def test_exclude_tags_with_shortened_operation_ids():
+    """Test that exclude_tags works correctly when operation IDs are shortened."""
+    app = FastAPI()
+
+    @app.post("/api/v1/very/long/path/segments/for/testing/shortening/excluded", tags=["ExcludeMe"])
+    def very_long_function_name_that_should_be_excluded():
+        """Endpoint that should be excluded."""
+        return {"message": "excluded"}
+
+    @app.get("/api/v1/included", tags=["IncludeMe"])
+    def included_endpoint():
+        """Endpoint that should be included."""
+        return {"message": "included"}
+
+    mcp = FastApiMCP(app, exclude_tags=["ExcludeMe"], max_operation_id_length=50)
+
+    # Only the included endpoint should be present
+    assert len(mcp.tools) == 1
+    assert mcp.tools[0].name == "included_endpoint_api_v1_included_get"
+
+
+def test_operation_filtering_with_shortened_ids():
+    """Test include_operations and exclude_operations with shortened IDs."""
+    app = FastAPI()
+
+    @app.post("/api/v1/very/long/path/segments/for/testing/shortening/include_me")
+    def very_long_function_name_to_include():
+        """Endpoint to include."""
+        return {"message": "include"}
+
+    @app.post("/api/v1/very/long/path/segments/for/testing/shortening/exclude_me")
+    def very_long_function_name_to_exclude():
+        """Endpoint to exclude."""
+        return {"message": "exclude"}
+
+    # Test with original operation IDs (before shortening)
+    original_include = (
+        "very_long_function_name_to_include_api_v1_very_long_path_segments_for_testing_shortening_include_me_post"
+    )
+    original_exclude = (
+        "very_long_function_name_to_exclude_api_v1_very_long_path_segments_for_testing_shortening_exclude_me_post"
+    )
+
+    mcp = FastApiMCP(app, include_operations=[original_include], max_operation_id_length=50)
+
+    assert len(mcp.tools) == 1
+    # The tool name should be shortened
+    assert len(mcp.tools[0].name) <= 50
+    assert mcp.tools[0].name in mcp.operation_id_mappings
+
+    # Test exclude_operations
+    mcp2 = FastApiMCP(app, exclude_operations=[original_exclude], max_operation_id_length=50)
+
+    assert len(mcp2.tools) == 1
+    # Should include the other endpoint (shortened)
+    assert len(mcp2.tools[0].name) <= 50
diff --git a/uv.lock b/uv.lock
index 7ee9756..5593cac 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,4 @@
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