diff --git a/autogpt_platform/backend/backend/blocks/orchestrator.py b/autogpt_platform/backend/backend/blocks/orchestrator.py
index 7991cd78c5..3cf8acea47 100644
--- a/autogpt_platform/backend/backend/blocks/orchestrator.py
+++ b/autogpt_platform/backend/backend/blocks/orchestrator.py
@@ -259,12 +259,36 @@ def get_pending_tool_calls(conversation_history: list[Any] | None) -> dict[str,
     return {call_id: count for call_id, count in pending_calls.items() if count > 0}
 
 
+def _derive_suffix_from_defaults(defaults: dict[str, Any]) -> str:
+    """Derive a short, descriptive suffix from hardcoded defaults.
+
+    Returns a cleaned string like ``_topic_sports`` derived from the first
+    default's key and value, giving the LLM a meaningful hint about how
+    this tool variant differs from its siblings.  Falls back to ``""`` if
+    no usable label can be derived.
+    """
+    if not defaults:
+        return ""
+    key, val = next(iter(defaults.items()))
+    # Use the value as a label when it's a short string; otherwise use the key.
+    if isinstance(val, str) and 1 <= len(val) <= 30:
+        label = f"{key}_{val}"
+    else:
+        label = key
+    # Sanitise to [a-zA-Z0-9_] and trim
+    label = re.sub(r"[^a-zA-Z0-9]+", "_", label).strip("_").lower()
+    return f"_{label}" if label else ""
+
+
 def _disambiguate_tool_names(tools: list[dict[str, Any]]) -> None:
     """Ensure all tool names are unique (Anthropic API requires this).
 
     When multiple nodes use the same block type, they get the same tool name.
-    This appends _1, _2, etc. and enriches descriptions with hardcoded defaults
-    so the LLM can distinguish them. Mutates the list in place.
+    This derives a descriptive suffix from hardcoded defaults (e.g.
+    ``search_topic_sports``) so the LLM can distinguish tool variants by name.
+    Falls back to numeric suffixes (``_1``, ``_2``) when defaults don't
+    provide a useful label.  Also enriches descriptions with the full
+    pre-configured values.  Mutates the list in place.
 
     Malformed tools (missing ``function`` or ``function.name``) are silently
     skipped so the caller never crashes on unexpected input.
@@ -301,13 +325,27 @@ def _disambiguate_tool_names(tools: list[dict[str, Any]]) -> None:
             continue
 
         counters[name] = counters.get(name, 0) + 1
-        # Skip suffixes that collide with existing (e.g. user-named) tools
-        while True:
-            suffix = f"_{counters[name]}"
-            candidate = f"{name[: 64 - len(suffix)]}{suffix}"
-            if candidate not in taken:
-                break
-            counters[name] += 1
+
+        # Try a descriptive suffix first; fall back to numeric.
+        desc_suffix = _derive_suffix_from_defaults(defaults)
+        if desc_suffix:
+            candidate = f"{name[: 64 - len(desc_suffix)]}{desc_suffix}"
+            if candidate in taken:
+                # Descriptive suffix collided — append counter to de-dup
+                num_suffix = f"{desc_suffix}_{counters[name]}"
+                candidate = f"{name[: 64 - len(num_suffix)]}{num_suffix}"
+        else:
+            candidate = None
+
+        if not candidate or candidate in taken:
+            # Pure numeric fallback
+            while True:
+                suffix = f"_{counters[name]}"
+                candidate = f"{name[: 64 - len(suffix)]}{suffix}"
+                if candidate not in taken:
+                    break
+                counters[name] += 1
+
         func["name"] = candidate
         taken.add(candidate)