diff --git a/Dockerfile b/Dockerfile
index 8db7cc8..0541aa0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -43,6 +43,7 @@ RUN chmod +x ./perfecto-mcp && \
 USER perfecto-mcp
 
 ENV MCP_DOCKER=true
+ENV OTEL_EXPORTER_OTLP_ENDPOINT=""
 
 # Command to run the application
 ENTRYPOINT ["./perfecto-mcp"]
diff --git a/build.py b/build.py
index 59a6809..20ed7e4 100644
--- a/build.py
+++ b/build.py
@@ -99,6 +99,15 @@ def run_pyinstaller(name: str, icon: str):
         f'--icon={icon}',
         '--clean',
         '--noconfirm',
+        '--hidden-import=opentelemetry.sdk.trace',
+        '--hidden-import=opentelemetry.sdk.trace.export',
+        '--hidden-import=opentelemetry.sdk.resources',
+        '--hidden-import=opentelemetry.sdk.metrics',
+        '--hidden-import=opentelemetry.sdk.metrics.export',
+        '--hidden-import=opentelemetry.exporter.otlp.proto.http.trace_exporter',
+        '--hidden-import=opentelemetry.exporter.otlp.proto.http.metric_exporter',
+        '--hidden-import=opentelemetry.propagate',
+        '--collect-submodules=opentelemetry',
     ])
 
 
diff --git a/main.py b/main.py
index f4e930f..016e47b 100644
--- a/main.py
+++ b/main.py
@@ -12,6 +12,7 @@
 from config.token import PerfectoToken, PerfectoTokenError
 from config.version import __version__, __executable__, __bundle__, __uvx__, get_version
 from server import register_tools
+from telemetry import init_telemetry
 
 PERFECTO_SECURITY_TOKEN_FILE_NAME = "perfecto-security-token.txt"
 PERFECTO_SECURITY_TOKEN_FILE_PATH = os.getenv(SECURITY_TOKEN_FILE_ENV_NAME)
@@ -63,6 +64,7 @@ def get_token() -> PerfectoToken:
 
 
 def run(log_level: str = "CRITICAL"):
+    init_telemetry("perfecto-mcp", __version__)
     token = get_token()
 
     instructions = """
diff --git a/pyproject.toml b/pyproject.toml
index f7764f6..9cbba92 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,6 +7,9 @@ requires-python = ">=3.11"
 dependencies = [
     "httpx[http2]>=0.28.1",
     "mcp[cli]>=1.17.0",
+    "opentelemetry-api>=1.20.0",
+    "opentelemetry-sdk>=1.20.0",
+    "opentelemetry-exporter-otlp>=1.20.0",
     "pyinstaller>=6.0.0",
     "pydantic>=2.11.7",
     "pydantic-core>=2.33.2",
@@ -18,12 +21,20 @@ dependencies = [
 perfecto-mcp = "main:main"
 
 [tool.setuptools]
-py-modules = ["main", "server"]
+py-modules = ["main", "server", "telemetry"]
 include-package-data = true
 
+[dependency-groups]
+dev = [
+    "pytest>=9.0.2",
+]
+
 [tool.setuptools.packages.find]
 where = ["."]
 include = ["tools", "config", "models", "formatters", "resources"]
 
 [tool.setuptools.package-data]
 "resources" = ["*.png"]
+
+[tool.pytest.ini_options]
+pythonpath = ["."]
diff --git a/telemetry.py b/telemetry.py
new file mode 100644
index 0000000..935df10
--- /dev/null
+++ b/telemetry.py
@@ -0,0 +1,252 @@
+"""
+Copyright 2025 Perforce Software, Inc.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+"""
+import logging
+import os
+import platform
+import time
+from typing import Any, Awaitable, Callable
+
+import httpx
+
+logger = logging.getLogger(__name__)
+
+try:
+    from opentelemetry import metrics, trace  # noqa: F401 — must be module-level for patching
+    _OTEL_API_AVAILABLE = True
+except ImportError:
+    trace = None  # type: ignore[assignment]
+    metrics = None  # type: ignore[assignment]
+    _OTEL_API_AVAILABLE = False
+
+_call_counter = None
+_duration_histogram = None
+
+
+def init_telemetry(service_name: str, service_version: str) -> None:
+    global _call_counter, _duration_histogram
+
+    if not _OTEL_API_AVAILABLE:
+        return
+    if os.getenv("OTEL_SDK_DISABLED", "").lower() == "true":
+        return
+    try:
+        # Lazy SDK imports: defer heavy setup until init_telemetry() and tolerate a
+        # missing SDK (ImportError) without breaking module import or startup.
+        from opentelemetry.sdk.resources import SERVICE_NAME, SERVICE_VERSION, Resource
+        from opentelemetry.sdk.trace import TracerProvider
+        from opentelemetry.sdk.trace.export import BatchSpanProcessor
+
+        resource = Resource.create({
+            SERVICE_NAME: service_name,
+            SERVICE_VERSION: service_version,
+            "os.type": platform.system().lower(),
+            "host.arch": platform.machine().lower(),
+        })
+        provider = TracerProvider(resource=resource)
+
+        endpoint = os.getenv("OTEL_EXPORTER_OTLP_ENDPOINT")
+        if endpoint:
+            try:
+                from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
+                provider.add_span_processor(BatchSpanProcessor(OTLPSpanExporter()))
+            except Exception:
+                logger.debug("OTLP trace exporter setup failed", exc_info=True)
+
+        trace.set_tracer_provider(provider)
+        logger.debug("OTel TracerProvider initialised (service=%s, version=%s)", service_name, service_version)
+
+        try:
+            # Metrics SDK is optional relative to tracing; keep imports local so a
+            # missing metrics package does not prevent trace provider setup.
+            from opentelemetry.sdk.metrics import MeterProvider
+            from opentelemetry.sdk.metrics.export import PeriodicExportingMetricReader
+
+            readers = []
+            if endpoint:
+                try:
+                    from opentelemetry.exporter.otlp.proto.http.metric_exporter import OTLPMetricExporter
+                    readers.append(PeriodicExportingMetricReader(OTLPMetricExporter()))
+                except Exception:
+                    logger.debug("OTLP metric exporter setup failed", exc_info=True)
+
+            meter_provider = MeterProvider(resource=resource, metric_readers=readers)
+            metrics.set_meter_provider(meter_provider)
+
+            meter = metrics.get_meter("perfecto-mcp")
+            _call_counter = meter.create_counter(
+                "mcp.tool.calls",
+                unit="{call}",
+                description="Number of MCP tool calls",
+            )
+            _duration_histogram = meter.create_histogram(
+                "mcp.tool.duration",
+                unit="s",
+                description="MCP tool call duration in seconds",
+            )
+            logger.debug("OTel MeterProvider initialised")
+        except ImportError:
+            pass
+        except Exception:
+            logger.debug("OTel metrics init failed", exc_info=True)
+
+    except ImportError:
+        pass
+    except Exception:
+        logger.debug("OTel init failed; continuing without tracing", exc_info=True)
+
+
+def _get_meta(ctx: Any) -> dict:
+    try:
+        return ctx.request_context.request.params.meta or {}
+    except Exception:
+        return {}
+
+
+def _extract_trace_context(meta: dict):
+    if not meta:
+        return None
+    try:
+        from opentelemetry.propagate import extract
+        carrier = {}
+        if "traceparent" in meta:
+            carrier["traceparent"] = meta["traceparent"]
+        if "tracestate" in meta:
+            carrier["tracestate"] = meta["tracestate"]
+        return extract(carrier) if carrier else None
+    except Exception:
+        return None
+
+
+def _get_client_info(ctx: Any):
+    try:
+        info = ctx.request_context.session.client_params.clientInfo
+        return info.name, info.version
+    except Exception:
+        return None, None
+
+
+def _get_session_id(ctx: Any) -> str | None:
+    try:
+        session_id = ctx.session_id
+        return str(session_id) if session_id is not None else None
+    except Exception:
+        return None
+
+
+def _record_span_error(span: Any, error_type: str) -> None:
+    try:
+        span.set_attribute("error.type", error_type)
+    except Exception:
+        pass
+    try:
+        from opentelemetry.trace import Status, StatusCode
+        span.set_status(Status(StatusCode.ERROR))
+    except Exception:
+        pass
+
+
+def _http_status_to_error_type(status_code: int) -> str:
+    if status_code in (401, 403):
+        return "auth_failed"
+    if status_code == 404:
+        return "not_found"
+    if status_code == 429:
+        return "rate_limited"
+    if status_code >= 500:
+        return "server_error"
+    return f"http_{status_code}"
+
+
+def _record_metrics(tool_name: str, action: str, elapsed: float, error_type: str | None) -> None:
+    attrs: dict[str, str] = {"gen_ai.tool.name": tool_name, "mcp.tool.action": action}
+    if error_type is not None:
+        attrs["error.type"] = error_type
+    try:
+        if _call_counter is not None:
+            _call_counter.add(1, attrs)
+        if _duration_histogram is not None:
+            _duration_histogram.record(elapsed, attrs)
+    except Exception:
+        pass
+
+
+async def run_tool(
+    tool_name: str,
+    action: str,
+    ctx: Any,
+    dispatch: Callable[[], Awaitable[Any]],
+) -> Any:
+    if trace is None:
+        return await dispatch()
+
+    try:
+        meta = _get_meta(ctx)
+        parent_ctx = _extract_trace_context(meta)
+        tracer = trace.get_tracer("perfecto-mcp")
+        span_cm = tracer.start_as_current_span(
+            f"tools/call {tool_name}",
+            context=parent_ctx,
+            kind=trace.SpanKind.SERVER,
+            record_exception=False,
+            set_status_on_exception=False,
+        )
+    except Exception:
+        return await dispatch()
+
+    with span_cm as span:
+        try:
+            span.set_attribute("mcp.method.name", "tools/call")
+            span.set_attribute("gen_ai.tool.name", tool_name)
+            span.set_attribute("gen_ai.operation.name", "execute_tool")
+            span.set_attribute("mcp.tool.action", action)
+            client_name, client_version = _get_client_info(ctx)
+            if client_name is not None:
+                span.set_attribute("user_agent.name", client_name)
+            if client_version is not None:
+                span.set_attribute("user_agent.version", client_version)
+            session_id = _get_session_id(ctx)
+            if session_id is not None:
+                span.set_attribute("mcp.session.id", session_id)
+        except Exception:
+            pass
+
+        start = time.perf_counter()
+        error_type: str | None = None
+        result = None
+        try:
+            result = await dispatch()
+        except httpx.TimeoutException:
+            error_type = "timeout"
+            _record_span_error(span, error_type)
+            raise
+        except httpx.HTTPStatusError as e:
+            error_type = _http_status_to_error_type(e.response.status_code)
+            _record_span_error(span, error_type)
+            raise
+        except Exception:
+            error_type = "tool_error"
+            _record_span_error(span, error_type)
+            raise
+        finally:
+            elapsed = time.perf_counter() - start
+            metric_error_type = error_type or (
+                "api_error" if result is not None and getattr(result, "error", None) else None
+            )
+            _record_metrics(tool_name, action, elapsed, metric_error_type)
+
+        if result is not None and getattr(result, "error", None):
+            _record_span_error(span, "api_error")
+        return result
diff --git a/tests/test_telemetry.py b/tests/test_telemetry.py
new file mode 100644
index 0000000..d333727
--- /dev/null
+++ b/tests/test_telemetry.py
@@ -0,0 +1,220 @@
+"""
+Copyright 2025 Perforce Software, Inc.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+"""
+import asyncio
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import httpx
+import pytest
+
+from models.result import BaseResult
+from telemetry import _record_metrics, init_telemetry, run_tool
+
+
+def _make_ctx(meta=None):
+    ctx = MagicMock()
+    ctx.request_context.request.params.meta = meta or {}
+    ctx.request_context.session.client_params = None
+    ctx.session_id = None
+    return ctx
+
+
+def _make_ctx_with_client(name="claude-code", version="1.2.3"):
+    ctx = MagicMock()
+    ctx.request_context.request.params.meta = {}
+    ctx.request_context.session.client_params.clientInfo.name = name
+    ctx.request_context.session.client_params.clientInfo.version = version
+    ctx.session_id = "session-abc"
+    return ctx
+
+
+def _make_tracer_and_span():
+    span = MagicMock()
+    cm = MagicMock()
+    cm.__enter__ = MagicMock(return_value=span)
+    cm.__exit__ = MagicMock(return_value=False)
+    tracer = MagicMock()
+    tracer.start_as_current_span.return_value = cm
+    return tracer, span
+
+
+class TestRecordMetrics:
+    def test_omits_error_type_on_success(self):
+        counter = MagicMock()
+        histogram = MagicMock()
+        with patch("telemetry._call_counter", counter), patch("telemetry._duration_histogram", histogram):
+            _record_metrics("perfecto_user", "read_user", 0.5, None)
+        expected = {"gen_ai.tool.name": "perfecto_user", "mcp.tool.action": "read_user"}
+        counter.add.assert_called_once_with(1, expected)
+        histogram.record.assert_called_once_with(0.5, expected)
+
+    def test_includes_error_type_on_failure(self):
+        counter = MagicMock()
+        histogram = MagicMock()
+        with patch("telemetry._call_counter", counter), patch("telemetry._duration_histogram", histogram):
+            _record_metrics("perfecto_user", "read_user", 0.5, "timeout")
+        expected = {
+            "gen_ai.tool.name": "perfecto_user",
+            "mcp.tool.action": "read_user",
+            "error.type": "timeout",
+        }
+        counter.add.assert_called_once_with(1, expected)
+        histogram.record.assert_called_once_with(0.5, expected)
+
+
+class TestRunTool:
+    def test_returns_dispatch_result(self):
+        ctx = _make_ctx()
+        tracer, _ = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            result = BaseResult(result=[{"id": 1}])
+            returned = asyncio.run(run_tool("perfecto_user", "read_user", ctx, AsyncMock(return_value=result)))
+            assert returned is result
+
+    def test_sets_span_attributes(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            asyncio.run(run_tool("perfecto_user", "read_user", ctx, AsyncMock(return_value=BaseResult())))
+            span.set_attribute.assert_any_call("gen_ai.tool.name", "perfecto_user")
+            span.set_attribute.assert_any_call("mcp.tool.action", "read_user")
+            span.set_attribute.assert_any_call("mcp.method.name", "tools/call")
+            span.set_attribute.assert_any_call("gen_ai.operation.name", "execute_tool")
+
+    def test_sets_client_info_attributes(self):
+        ctx = _make_ctx_with_client("claude-code", "1.2.3")
+        tracer, span = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            asyncio.run(run_tool("perfecto_user", "read_user", ctx, AsyncMock(return_value=BaseResult())))
+            span.set_attribute.assert_any_call("user_agent.name", "claude-code")
+            span.set_attribute.assert_any_call("user_agent.version", "1.2.3")
+            span.set_attribute.assert_any_call("mcp.session.id", "session-abc")
+
+    def test_span_kind_server(self):
+        ctx = _make_ctx()
+        tracer, _ = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            asyncio.run(run_tool("perfecto_user", "read_user", ctx, AsyncMock(return_value=BaseResult())))
+            _, kwargs = tracer.start_as_current_span.call_args
+            assert kwargs.get("kind") == t.SpanKind.SERVER
+
+    def test_reraises_httpx_401(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        response = MagicMock()
+        response.status_code = 401
+        err = httpx.HTTPStatusError("unauthorized", request=MagicMock(), response=response)
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            with pytest.raises(httpx.HTTPStatusError):
+                asyncio.run(run_tool("t", "a", ctx, AsyncMock(side_effect=err)))
+            span.set_attribute.assert_any_call("error.type", "auth_failed")
+
+    def test_reraises_httpx_404(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        response = MagicMock()
+        response.status_code = 404
+        err = httpx.HTTPStatusError("not found", request=MagicMock(), response=response)
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            with pytest.raises(httpx.HTTPStatusError):
+                asyncio.run(run_tool("t", "a", ctx, AsyncMock(side_effect=err)))
+            span.set_attribute.assert_any_call("error.type", "not_found")
+
+    def test_reraises_httpx_500(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        response = MagicMock()
+        response.status_code = 500
+        err = httpx.HTTPStatusError("server error", request=MagicMock(), response=response)
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            with pytest.raises(httpx.HTTPStatusError):
+                asyncio.run(run_tool("t", "a", ctx, AsyncMock(side_effect=err)))
+            span.set_attribute.assert_any_call("error.type", "server_error")
+
+    def test_reraises_httpx_timeout(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        err = httpx.TimeoutException("timed out")
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            with pytest.raises(httpx.TimeoutException):
+                asyncio.run(run_tool("t", "a", ctx, AsyncMock(side_effect=err)))
+            span.set_attribute.assert_any_call("error.type", "timeout")
+
+    def test_reraises_generic_exception(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            with pytest.raises(ValueError):
+                asyncio.run(run_tool("t", "a", ctx, AsyncMock(side_effect=ValueError("boom"))))
+            span.set_attribute.assert_any_call("error.type", "tool_error")
+
+    def test_marks_span_failed_on_result_error(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            result = BaseResult(error="api returned error")
+            returned = asyncio.run(run_tool("t", "a", ctx, AsyncMock(return_value=result)))
+            assert returned is result
+            span.set_attribute.assert_any_call("error.type", "api_error")
+
+    def test_survives_span_setup_failure(self):
+        ctx = _make_ctx()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.side_effect = RuntimeError("otel broken")
+            result = BaseResult(result=[{"id": 1}])
+            returned = asyncio.run(run_tool("t", "a", ctx, AsyncMock(return_value=result)))
+            assert returned is result
+
+    def test_survives_broken_ctx(self):
+        ctx = _make_ctx(meta=None)
+        tracer, _ = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            result = BaseResult(result=[])
+            returned = asyncio.run(run_tool("t", "a", ctx, AsyncMock(return_value=result)))
+            assert returned is result
+
+    def test_omits_client_info_when_absent(self):
+        ctx = _make_ctx()
+        tracer, span = _make_tracer_and_span()
+        with patch("telemetry.trace") as t:
+            t.get_tracer.return_value = tracer
+            asyncio.run(run_tool("perfecto_user", "read_user", ctx, AsyncMock(return_value=BaseResult())))
+            attribute_names = [c[0][0] for c in span.set_attribute.call_args_list]
+            assert "user_agent.name" not in attribute_names
+            assert "user_agent.version" not in attribute_names
+
+
+class TestInitTelemetry:
+    def test_does_not_raise_without_sdk(self):
+        init_telemetry("perfecto-mcp", "1.0.0")
+
+    def test_does_not_raise_with_disabled_flag(self, monkeypatch):
+        monkeypatch.setenv("OTEL_SDK_DISABLED", "true")
+        init_telemetry("perfecto-mcp", "1.0.0")
+
+    def test_does_not_raise_with_endpoint_set(self, monkeypatch):
+        monkeypatch.setenv("OTEL_EXPORTER_OTLP_ENDPOINT", "http://localhost:4318")
+        init_telemetry("perfecto-mcp", "1.0.0")
diff --git a/tools/ai_scriptless_manager.py b/tools/ai_scriptless_manager.py
index 05c613f..0b51a41 100644
--- a/tools/ai_scriptless_manager.py
+++ b/tools/ai_scriptless_manager.py
@@ -13,6 +13,7 @@
     format_ai_scriptless_tests_filter_values
 from models.manager import Manager
 from models.result import BaseResult, PaginationResult
+from telemetry import run_tool
 from tools.utils import api_request
 
 
@@ -194,7 +195,8 @@ async def ai_scriptless(
         if args is None:
             args = {}
         ai_scriptless_manager = AiScriptlessManager(token, ctx)
-        try:
+
+        async def _dispatch():
             match action:
                 case "list_tests":
                     return await ai_scriptless_manager.list_tests(args)
@@ -208,6 +210,9 @@ async def ai_scriptless(
                     return BaseResult(
                         error=f"Action {action} not found in AI Scriptless manager tool"
                     )
+
+        try:
+            return await run_tool(f"{TOOLS_PREFIX}_ai_scriptless", action, ctx, _dispatch)
         except httpx.HTTPStatusError:
             return BaseResult(
                 error=f"Error: {traceback.format_exc()}"
diff --git a/tools/device_manager.py b/tools/device_manager.py
index d037de0..3ffa64c 100644
--- a/tools/device_manager.py
+++ b/tools/device_manager.py
@@ -12,6 +12,7 @@
 from formatters.grid import format_grid_info
 from models.manager import Manager
 from models.result import BaseResult
+from telemetry import run_tool
 from tools.utils import api_request
 
 
@@ -83,7 +84,8 @@ async def devices(
         if args is None:
             args = {}
         device_manager = DeviceManager(token, ctx)
-        try:
+
+        async def _dispatch():
             match action:
                 case "read_selenium_grid_info":
                     return await device_manager.read_selenium_grid_info()
@@ -99,6 +101,9 @@ async def devices(
                     return BaseResult(
                         error=f"Action {action} not found in device manager tool"
                     )
+
+        try:
+            return await run_tool(f"{TOOLS_PREFIX}_devices", action, ctx, _dispatch)
         except httpx.HTTPStatusError:
             return BaseResult(
                 error=f"Error: {traceback.format_exc()}"
diff --git a/tools/execution_manager.py b/tools/execution_manager.py
index bcaed03..b534787 100644
--- a/tools/execution_manager.py
+++ b/tools/execution_manager.py
@@ -12,6 +12,7 @@
 from formatters.execution import format_executions
 from models.manager import Manager
 from models.result import BaseResult, PaginationResult
+from telemetry import run_tool
 from tools.utils import api_request
 
 
@@ -262,7 +263,8 @@ async def execution(
         if args is None:
             args = {}
         execution_manager = ExecutionManager(token, ctx)
-        try:
+
+        async def _dispatch():
             match action:
                 case "list_live_executions":
                     return await execution_manager.list_live_executions()
@@ -280,6 +282,9 @@ async def execution(
                     return BaseResult(
                         error=f"Action {action} not found in execution manager tool"
                     )
+
+        try:
+            return await run_tool(f"{TOOLS_PREFIX}_execution", action, ctx, _dispatch)
         except httpx.HTTPStatusError:
             return BaseResult(
                 error=f"Error: {traceback.format_exc()}"
diff --git a/tools/help_manager.py b/tools/help_manager.py
index d2794f0..db345e9 100644
--- a/tools/help_manager.py
+++ b/tools/help_manager.py
@@ -15,6 +15,7 @@
     format_read_real_devices_extended_command_info, format_help_info
 from models.manager import Manager
 from models.result import BaseResult
+from telemetry import run_tool
 from tools.help_utils import convert_js_to_py_dict
 from tools.utils import http_request
 
@@ -253,7 +254,8 @@ async def help_main(
         if args is None:
             args = {}
         help_manager = HelpManager(token, ctx)
-        try:
+
+        async def _dispatch():
             match action:
                 case "list_help_categories":
                     return await help_manager.list_help_categories()
@@ -272,6 +274,9 @@ async def help_main(
                     return BaseResult(
                         error=f"Action {action} not found in help manager tool"
                     )
+
+        try:
+            return await run_tool(f"{TOOLS_PREFIX}_help", action, ctx, _dispatch)
         except httpx.HTTPStatusError:
             return BaseResult(
                 error=f"Error: {traceback.format_exc()}"
diff --git a/tools/user_manager.py b/tools/user_manager.py
index f6f816d..4ef6f5a 100644
--- a/tools/user_manager.py
+++ b/tools/user_manager.py
@@ -11,6 +11,7 @@
 from formatters.user import format_users
 from models.manager import Manager
 from models.result import BaseResult
+from telemetry import run_tool
 from tools.utils import api_request
 
 
@@ -42,7 +43,8 @@ async def user(
         if args is None:
             args = {}
         user_manager = UserManager(token, ctx)
-        try:
+
+        async def _dispatch():
             match action:
                 case "read_user":
                     return await user_manager.read_user()
@@ -50,6 +52,9 @@ async def user(
                     return BaseResult(
                         error=f"Action {action} not found in user manager tool"
                     )
+
+        try:
+            return await run_tool(f"{TOOLS_PREFIX}_user", action, ctx, _dispatch)
         except httpx.HTTPStatusError:
             return BaseResult(
                 error=f"Error: {traceback.format_exc()}"
diff --git a/uv.lock b/uv.lock
index ad5591c..8fb0484 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,11 @@
 version = 1
 revision = 3
 requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.14'",
+    "python_full_version == '3.13.*'",
+    "python_full_version < '3.13'",
+]
 
 [[package]]
 name = "altgraph"
@@ -52,6 +57,95 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5", size = 161216, upload-time = "2025-08-03T03:07:45.777Z" },
 ]
 
+[[package]]
+name = "charset-normalizer"
+version = "3.4.7"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e7/a1/67fe25fac3c7642725500a3f6cfe5821ad557c3abb11c9d20d12c7008d3e/charset_normalizer-3.4.7.tar.gz", hash = "sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5", size = 144271, upload-time = "2026-04-02T09:28:39.342Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/5a/53/58c29116c340e5456724ecd2fff4196d236b98f3da97b404bc5e51ac3493/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7", size = 206419, upload-time = "2026-04-02T09:26:03.583Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/02/e8146dc6591a37a00e5144c63f29fb7c97a734ea8a111190783c0e60ab63/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e", size = 227901, upload-time = "2026-04-02T09:26:04.738Z" },
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