Merge PR #291: feat: add MCP (Model Context Protocol) client support

Authored by 0xbyt4. Adds MCP client with official SDK, direct tool registration,
auto-injection into hermes-* toolsets, and graceful degradation.
This commit is contained in:
teknium1
2026-03-02 18:24:31 -08:00
7 changed files with 1299 additions and 2 deletions

5
cli.py
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@@ -386,6 +386,11 @@ def _run_cleanup():
_cleanup_all_browsers()
except Exception:
pass
try:
from tools.mcp_tool import shutdown_mcp_servers
shutdown_mcp_servers()
except Exception:
pass
# ============================================================================
# ASCII Art & Branding

View File

@@ -2217,7 +2217,14 @@ async def start_gateway(config: Optional[GatewayConfig] = None) -> bool:
# Stop cron ticker cleanly
cron_stop.set()
cron_thread.join(timeout=5)
# Close MCP server connections
try:
from tools.mcp_tool import shutdown_mcp_servers
shutdown_mcp_servers()
except Exception:
pass
return True

View File

@@ -105,6 +105,13 @@ def _discover_tools():
_discover_tools()
# MCP tool discovery (external MCP servers from config)
try:
from tools.mcp_tool import discover_mcp_tools
discover_mcp_tools()
except Exception as e:
logger.debug("MCP tool discovery failed: %s", e)
# =============================================================================
# Backward-compat constants (built once after discovery)

View File

@@ -47,6 +47,7 @@ cli = ["simple-term-menu"]
tts-premium = ["elevenlabs"]
pty = ["ptyprocess>=0.7.0"]
honcho = ["honcho-ai>=2.0.1"]
mcp = ["mcp>=1.2.0"]
all = [
"hermes-agent[modal]",
"hermes-agent[messaging]",
@@ -57,6 +58,7 @@ all = [
"hermes-agent[slack]",
"hermes-agent[pty]",
"hermes-agent[honcho]",
"hermes-agent[mcp]",
]
[project.scripts]

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@@ -0,0 +1,700 @@
"""Tests for the MCP (Model Context Protocol) client support.
All tests use mocks -- no real MCP servers or subprocesses are started.
"""
import asyncio
import json
from types import SimpleNamespace
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
# ---------------------------------------------------------------------------
# Helpers
# ---------------------------------------------------------------------------
def _make_mcp_tool(name="read_file", description="Read a file", input_schema=None):
"""Create a fake MCP Tool object matching the SDK interface."""
tool = SimpleNamespace()
tool.name = name
tool.description = description
tool.inputSchema = input_schema or {
"type": "object",
"properties": {
"path": {"type": "string", "description": "File path"},
},
"required": ["path"],
}
return tool
def _make_call_result(text="file contents here", is_error=False):
"""Create a fake MCP CallToolResult."""
block = SimpleNamespace(text=text)
return SimpleNamespace(content=[block], isError=is_error)
def _make_mock_server(name, session=None, tools=None):
"""Create an MCPServerTask with mock attributes for testing."""
from tools.mcp_tool import MCPServerTask
server = MCPServerTask(name)
server.session = session
server._tools = tools or []
return server
# ---------------------------------------------------------------------------
# Config loading
# ---------------------------------------------------------------------------
class TestLoadMCPConfig:
def test_no_config_returns_empty(self):
"""No mcp_servers key in config -> empty dict."""
with patch("hermes_cli.config.load_config", return_value={"model": "test"}):
from tools.mcp_tool import _load_mcp_config
result = _load_mcp_config()
assert result == {}
def test_valid_config_parsed(self):
"""Valid mcp_servers config is returned as-is."""
servers = {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"],
"env": {},
}
}
with patch("hermes_cli.config.load_config", return_value={"mcp_servers": servers}):
from tools.mcp_tool import _load_mcp_config
result = _load_mcp_config()
assert "filesystem" in result
assert result["filesystem"]["command"] == "npx"
def test_mcp_servers_not_dict_returns_empty(self):
"""mcp_servers set to non-dict value -> empty dict."""
with patch("hermes_cli.config.load_config", return_value={"mcp_servers": "invalid"}):
from tools.mcp_tool import _load_mcp_config
result = _load_mcp_config()
assert result == {}
# ---------------------------------------------------------------------------
# Schema conversion
# ---------------------------------------------------------------------------
class TestSchemaConversion:
def test_converts_mcp_tool_to_hermes_schema(self):
from tools.mcp_tool import _convert_mcp_schema
mcp_tool = _make_mcp_tool(name="read_file", description="Read a file")
schema = _convert_mcp_schema("filesystem", mcp_tool)
assert schema["name"] == "mcp_filesystem_read_file"
assert schema["description"] == "Read a file"
assert "properties" in schema["parameters"]
def test_empty_input_schema_gets_default(self):
from tools.mcp_tool import _convert_mcp_schema
mcp_tool = _make_mcp_tool(name="ping", description="Ping", input_schema=None)
mcp_tool.inputSchema = None
schema = _convert_mcp_schema("test", mcp_tool)
assert schema["parameters"]["type"] == "object"
assert schema["parameters"]["properties"] == {}
def test_tool_name_prefix_format(self):
from tools.mcp_tool import _convert_mcp_schema
mcp_tool = _make_mcp_tool(name="list_dir")
schema = _convert_mcp_schema("my_server", mcp_tool)
assert schema["name"] == "mcp_my_server_list_dir"
def test_hyphens_sanitized_to_underscores(self):
"""Hyphens in tool/server names are replaced with underscores for LLM compat."""
from tools.mcp_tool import _convert_mcp_schema
mcp_tool = _make_mcp_tool(name="get-sum")
schema = _convert_mcp_schema("my-server", mcp_tool)
assert schema["name"] == "mcp_my_server_get_sum"
assert "-" not in schema["name"]
# ---------------------------------------------------------------------------
# Check function
# ---------------------------------------------------------------------------
class TestCheckFunction:
def test_disconnected_returns_false(self):
from tools.mcp_tool import _make_check_fn, _servers
_servers.pop("test_server", None)
check = _make_check_fn("test_server")
assert check() is False
def test_connected_returns_true(self):
from tools.mcp_tool import _make_check_fn, _servers
server = _make_mock_server("test_server", session=MagicMock())
_servers["test_server"] = server
try:
check = _make_check_fn("test_server")
assert check() is True
finally:
_servers.pop("test_server", None)
def test_session_none_returns_false(self):
from tools.mcp_tool import _make_check_fn, _servers
server = _make_mock_server("test_server", session=None)
_servers["test_server"] = server
try:
check = _make_check_fn("test_server")
assert check() is False
finally:
_servers.pop("test_server", None)
# ---------------------------------------------------------------------------
# Tool handler
# ---------------------------------------------------------------------------
class TestToolHandler:
"""Tool handlers are sync functions that schedule work on the MCP loop."""
def _patch_mcp_loop(self, coro_side_effect=None):
"""Return a patch for _run_on_mcp_loop that runs the coroutine directly."""
def fake_run(coro, timeout=30):
loop = asyncio.new_event_loop()
try:
return loop.run_until_complete(coro)
finally:
loop.close()
if coro_side_effect:
return patch("tools.mcp_tool._run_on_mcp_loop", side_effect=coro_side_effect)
return patch("tools.mcp_tool._run_on_mcp_loop", side_effect=fake_run)
def test_successful_call(self):
from tools.mcp_tool import _make_tool_handler, _servers
mock_session = MagicMock()
mock_session.call_tool = AsyncMock(
return_value=_make_call_result("hello world", is_error=False)
)
server = _make_mock_server("test_srv", session=mock_session)
_servers["test_srv"] = server
try:
handler = _make_tool_handler("test_srv", "greet")
with self._patch_mcp_loop():
result = json.loads(handler({"name": "world"}))
assert result["result"] == "hello world"
mock_session.call_tool.assert_called_once_with("greet", arguments={"name": "world"})
finally:
_servers.pop("test_srv", None)
def test_mcp_error_result(self):
from tools.mcp_tool import _make_tool_handler, _servers
mock_session = MagicMock()
mock_session.call_tool = AsyncMock(
return_value=_make_call_result("something went wrong", is_error=True)
)
server = _make_mock_server("test_srv", session=mock_session)
_servers["test_srv"] = server
try:
handler = _make_tool_handler("test_srv", "fail_tool")
with self._patch_mcp_loop():
result = json.loads(handler({}))
assert "error" in result
assert "something went wrong" in result["error"]
finally:
_servers.pop("test_srv", None)
def test_disconnected_server(self):
from tools.mcp_tool import _make_tool_handler, _servers
_servers.pop("ghost", None)
handler = _make_tool_handler("ghost", "any_tool")
result = json.loads(handler({}))
assert "error" in result
assert "not connected" in result["error"]
def test_exception_during_call(self):
from tools.mcp_tool import _make_tool_handler, _servers
mock_session = MagicMock()
mock_session.call_tool = AsyncMock(side_effect=RuntimeError("connection lost"))
server = _make_mock_server("test_srv", session=mock_session)
_servers["test_srv"] = server
try:
handler = _make_tool_handler("test_srv", "broken_tool")
with self._patch_mcp_loop():
result = json.loads(handler({}))
assert "error" in result
assert "connection lost" in result["error"]
finally:
_servers.pop("test_srv", None)
# ---------------------------------------------------------------------------
# Tool registration (discovery + register)
# ---------------------------------------------------------------------------
class TestDiscoverAndRegister:
def test_tools_registered_in_registry(self):
"""_discover_and_register_server registers tools with correct names."""
from tools.registry import ToolRegistry
from tools.mcp_tool import _discover_and_register_server, _servers, MCPServerTask
mock_registry = ToolRegistry()
mock_tools = [
_make_mcp_tool("read_file", "Read a file"),
_make_mcp_tool("write_file", "Write a file"),
]
mock_session = MagicMock()
async def fake_connect(name, config):
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
with patch("tools.mcp_tool._connect_server", side_effect=fake_connect), \
patch("tools.registry.registry", mock_registry):
registered = asyncio.run(
_discover_and_register_server("fs", {"command": "npx", "args": []})
)
assert "mcp_fs_read_file" in registered
assert "mcp_fs_write_file" in registered
assert "mcp_fs_read_file" in mock_registry.get_all_tool_names()
assert "mcp_fs_write_file" in mock_registry.get_all_tool_names()
_servers.pop("fs", None)
def test_toolset_created(self):
"""A custom toolset is created for the MCP server."""
from tools.mcp_tool import _discover_and_register_server, _servers, MCPServerTask
mock_tools = [_make_mcp_tool("ping", "Ping")]
mock_session = MagicMock()
async def fake_connect(name, config):
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
mock_create = MagicMock()
with patch("tools.mcp_tool._connect_server", side_effect=fake_connect), \
patch("toolsets.create_custom_toolset", mock_create):
asyncio.run(
_discover_and_register_server("myserver", {"command": "test"})
)
mock_create.assert_called_once()
call_kwargs = mock_create.call_args
assert call_kwargs[1]["name"] == "mcp-myserver" or call_kwargs[0][0] == "mcp-myserver"
_servers.pop("myserver", None)
def test_schema_format_correct(self):
"""Registered schemas have the correct format."""
from tools.registry import ToolRegistry
from tools.mcp_tool import _discover_and_register_server, _servers, MCPServerTask
mock_registry = ToolRegistry()
mock_tools = [_make_mcp_tool("do_thing", "Do something")]
mock_session = MagicMock()
async def fake_connect(name, config):
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
with patch("tools.mcp_tool._connect_server", side_effect=fake_connect), \
patch("tools.registry.registry", mock_registry):
asyncio.run(
_discover_and_register_server("srv", {"command": "test"})
)
entry = mock_registry._tools.get("mcp_srv_do_thing")
assert entry is not None
assert entry.schema["name"] == "mcp_srv_do_thing"
assert "parameters" in entry.schema
assert entry.is_async is False
assert entry.toolset == "mcp-srv"
_servers.pop("srv", None)
# ---------------------------------------------------------------------------
# MCPServerTask (run / start / shutdown)
# ---------------------------------------------------------------------------
class TestMCPServerTask:
"""Test the MCPServerTask lifecycle with mocked MCP SDK."""
def _mock_stdio_and_session(self, session):
"""Return patches for stdio_client and ClientSession as async CMs."""
mock_read, mock_write = MagicMock(), MagicMock()
mock_stdio_cm = MagicMock()
mock_stdio_cm.__aenter__ = AsyncMock(return_value=(mock_read, mock_write))
mock_stdio_cm.__aexit__ = AsyncMock(return_value=False)
mock_cs_cm = MagicMock()
mock_cs_cm.__aenter__ = AsyncMock(return_value=session)
mock_cs_cm.__aexit__ = AsyncMock(return_value=False)
return (
patch("tools.mcp_tool.stdio_client", return_value=mock_stdio_cm),
patch("tools.mcp_tool.ClientSession", return_value=mock_cs_cm),
mock_read, mock_write,
)
def test_start_connects_and_discovers_tools(self):
"""start() creates a Task that connects, discovers tools, and waits."""
from tools.mcp_tool import MCPServerTask
mock_tools = [_make_mcp_tool("echo")]
mock_session = MagicMock()
mock_session.initialize = AsyncMock()
mock_session.list_tools = AsyncMock(
return_value=SimpleNamespace(tools=mock_tools)
)
p_stdio, p_cs, _, _ = self._mock_stdio_and_session(mock_session)
async def _test():
with patch("tools.mcp_tool.StdioServerParameters"), p_stdio, p_cs:
server = MCPServerTask("test_srv")
await server.start({"command": "npx", "args": ["-y", "test"]})
assert server.session is mock_session
assert len(server._tools) == 1
assert server._tools[0].name == "echo"
mock_session.initialize.assert_called_once()
await server.shutdown()
assert server.session is None
asyncio.run(_test())
def test_no_command_raises(self):
"""Missing 'command' in config raises ValueError."""
from tools.mcp_tool import MCPServerTask
async def _test():
server = MCPServerTask("bad")
with pytest.raises(ValueError, match="no 'command'"):
await server.start({"args": []})
asyncio.run(_test())
def test_empty_env_passed_as_none(self):
"""Empty env dict is passed as None to StdioServerParameters."""
from tools.mcp_tool import MCPServerTask
mock_session = MagicMock()
mock_session.initialize = AsyncMock()
mock_session.list_tools = AsyncMock(
return_value=SimpleNamespace(tools=[])
)
p_stdio, p_cs, _, _ = self._mock_stdio_and_session(mock_session)
async def _test():
with patch("tools.mcp_tool.StdioServerParameters") as mock_params, \
p_stdio, p_cs:
server = MCPServerTask("srv")
await server.start({"command": "node", "env": {}})
# Empty dict -> None
call_kwargs = mock_params.call_args
assert call_kwargs.kwargs.get("env") is None
await server.shutdown()
asyncio.run(_test())
def test_shutdown_signals_task_exit(self):
"""shutdown() signals the event and waits for task completion."""
from tools.mcp_tool import MCPServerTask
mock_session = MagicMock()
mock_session.initialize = AsyncMock()
mock_session.list_tools = AsyncMock(
return_value=SimpleNamespace(tools=[])
)
p_stdio, p_cs, _, _ = self._mock_stdio_and_session(mock_session)
async def _test():
with patch("tools.mcp_tool.StdioServerParameters"), p_stdio, p_cs:
server = MCPServerTask("srv")
await server.start({"command": "npx"})
assert server.session is not None
assert not server._task.done()
await server.shutdown()
assert server.session is None
assert server._task.done()
asyncio.run(_test())
# ---------------------------------------------------------------------------
# discover_mcp_tools toolset injection
# ---------------------------------------------------------------------------
class TestToolsetInjection:
def test_mcp_tools_added_to_all_hermes_toolsets(self):
"""Discovered MCP tools are dynamically injected into all hermes-* toolsets."""
from tools.mcp_tool import MCPServerTask
mock_tools = [_make_mcp_tool("list_files", "List files")]
mock_session = MagicMock()
fresh_servers = {}
async def fake_connect(name, config):
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
fake_toolsets = {
"hermes-cli": {"tools": ["terminal"], "description": "CLI", "includes": []},
"hermes-telegram": {"tools": ["terminal"], "description": "TG", "includes": []},
"hermes-gateway": {"tools": [], "description": "GW", "includes": []},
"non-hermes": {"tools": [], "description": "other", "includes": []},
}
fake_config = {"fs": {"command": "npx", "args": []}}
with patch("tools.mcp_tool._MCP_AVAILABLE", True), \
patch("tools.mcp_tool._servers", fresh_servers), \
patch("tools.mcp_tool._load_mcp_config", return_value=fake_config), \
patch("tools.mcp_tool._connect_server", side_effect=fake_connect), \
patch("toolsets.TOOLSETS", fake_toolsets):
from tools.mcp_tool import discover_mcp_tools
result = discover_mcp_tools()
assert "mcp_fs_list_files" in result
# All hermes-* toolsets get injection
assert "mcp_fs_list_files" in fake_toolsets["hermes-cli"]["tools"]
assert "mcp_fs_list_files" in fake_toolsets["hermes-telegram"]["tools"]
assert "mcp_fs_list_files" in fake_toolsets["hermes-gateway"]["tools"]
# Non-hermes toolset should NOT get injection
assert "mcp_fs_list_files" not in fake_toolsets["non-hermes"]["tools"]
# Original tools preserved
assert "terminal" in fake_toolsets["hermes-cli"]["tools"]
def test_server_connection_failure_skipped(self):
"""If one server fails to connect, others still proceed."""
from tools.mcp_tool import MCPServerTask
mock_tools = [_make_mcp_tool("ping", "Ping")]
mock_session = MagicMock()
fresh_servers = {}
call_count = 0
async def flaky_connect(name, config):
nonlocal call_count
call_count += 1
if name == "broken":
raise ConnectionError("cannot reach server")
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
fake_config = {
"broken": {"command": "bad"},
"good": {"command": "npx", "args": []},
}
fake_toolsets = {
"hermes-cli": {"tools": [], "description": "CLI", "includes": []},
}
with patch("tools.mcp_tool._MCP_AVAILABLE", True), \
patch("tools.mcp_tool._servers", fresh_servers), \
patch("tools.mcp_tool._load_mcp_config", return_value=fake_config), \
patch("tools.mcp_tool._connect_server", side_effect=flaky_connect), \
patch("toolsets.TOOLSETS", fake_toolsets):
from tools.mcp_tool import discover_mcp_tools
result = discover_mcp_tools()
assert "mcp_good_ping" in result
assert "mcp_broken_ping" not in result
assert call_count == 2
def test_partial_failure_retry_on_second_call(self):
"""Failed servers are retried on subsequent discover_mcp_tools() calls."""
from tools.mcp_tool import MCPServerTask
mock_tools = [_make_mcp_tool("ping", "Ping")]
mock_session = MagicMock()
# Use a real dict so idempotency logic works correctly
fresh_servers = {}
call_count = 0
broken_fixed = False
async def flaky_connect(name, config):
nonlocal call_count
call_count += 1
if name == "broken" and not broken_fixed:
raise ConnectionError("cannot reach server")
server = MCPServerTask(name)
server.session = mock_session
server._tools = mock_tools
return server
fake_config = {
"broken": {"command": "bad"},
"good": {"command": "npx", "args": []},
}
fake_toolsets = {
"hermes-cli": {"tools": [], "description": "CLI", "includes": []},
}
with patch("tools.mcp_tool._MCP_AVAILABLE", True), \
patch("tools.mcp_tool._servers", fresh_servers), \
patch("tools.mcp_tool._load_mcp_config", return_value=fake_config), \
patch("tools.mcp_tool._connect_server", side_effect=flaky_connect), \
patch("toolsets.TOOLSETS", fake_toolsets):
from tools.mcp_tool import discover_mcp_tools
# First call: good connects, broken fails
result1 = discover_mcp_tools()
assert "mcp_good_ping" in result1
assert "mcp_broken_ping" not in result1
first_attempts = call_count
# "Fix" the broken server
broken_fixed = True
call_count = 0
# Second call: should retry broken, skip good
result2 = discover_mcp_tools()
assert "mcp_good_ping" in result2
assert "mcp_broken_ping" in result2
assert call_count == 1 # Only broken retried
# ---------------------------------------------------------------------------
# Graceful fallback
# ---------------------------------------------------------------------------
class TestGracefulFallback:
def test_mcp_unavailable_returns_empty(self):
"""When _MCP_AVAILABLE is False, discover_mcp_tools is a no-op."""
with patch("tools.mcp_tool._MCP_AVAILABLE", False):
from tools.mcp_tool import discover_mcp_tools
result = discover_mcp_tools()
assert result == []
def test_no_servers_returns_empty(self):
"""No MCP servers configured -> empty list."""
with patch("tools.mcp_tool._MCP_AVAILABLE", True), \
patch("tools.mcp_tool._servers", {}), \
patch("tools.mcp_tool._load_mcp_config", return_value={}):
from tools.mcp_tool import discover_mcp_tools
result = discover_mcp_tools()
assert result == []
# ---------------------------------------------------------------------------
# Shutdown (public API)
# ---------------------------------------------------------------------------
class TestShutdown:
def test_no_servers_safe(self):
"""shutdown_mcp_servers with no servers does nothing."""
from tools.mcp_tool import shutdown_mcp_servers, _servers
_servers.clear()
shutdown_mcp_servers() # Should not raise
def test_shutdown_clears_servers(self):
"""shutdown_mcp_servers calls shutdown() on each server and clears dict."""
import tools.mcp_tool as mcp_mod
from tools.mcp_tool import shutdown_mcp_servers, _servers
_servers.clear()
mock_server = MagicMock()
mock_server.name = "test"
mock_server.shutdown = AsyncMock()
_servers["test"] = mock_server
mcp_mod._ensure_mcp_loop()
try:
shutdown_mcp_servers()
finally:
mcp_mod._mcp_loop = None
mcp_mod._mcp_thread = None
assert len(_servers) == 0
mock_server.shutdown.assert_called_once()
def test_shutdown_handles_errors(self):
"""shutdown_mcp_servers handles errors during close gracefully."""
import tools.mcp_tool as mcp_mod
from tools.mcp_tool import shutdown_mcp_servers, _servers
_servers.clear()
mock_server = MagicMock()
mock_server.name = "broken"
mock_server.shutdown = AsyncMock(side_effect=RuntimeError("close failed"))
_servers["broken"] = mock_server
mcp_mod._ensure_mcp_loop()
try:
shutdown_mcp_servers() # Should not raise
finally:
mcp_mod._mcp_loop = None
mcp_mod._mcp_thread = None
assert len(_servers) == 0
def test_shutdown_is_parallel(self):
"""Multiple servers are shut down in parallel via asyncio.gather."""
import tools.mcp_tool as mcp_mod
from tools.mcp_tool import shutdown_mcp_servers, _servers
import time
_servers.clear()
# 3 servers each taking 1s to shut down
for i in range(3):
mock_server = MagicMock()
mock_server.name = f"srv_{i}"
async def slow_shutdown():
await asyncio.sleep(1)
mock_server.shutdown = slow_shutdown
_servers[f"srv_{i}"] = mock_server
mcp_mod._ensure_mcp_loop()
try:
start = time.monotonic()
shutdown_mcp_servers()
elapsed = time.monotonic() - start
finally:
mcp_mod._mcp_loop = None
mcp_mod._mcp_thread = None
assert len(_servers) == 0
# Parallel: ~1s, not ~3s. Allow some margin.
assert elapsed < 2.5, f"Shutdown took {elapsed:.1f}s, expected ~1s (parallel)"

496
tools/mcp_tool.py Normal file
View File

@@ -0,0 +1,496 @@
#!/usr/bin/env python3
"""
MCP (Model Context Protocol) Client Support
Connects to external MCP servers via stdio transport, discovers their tools,
and registers them into the hermes-agent tool registry so the agent can call
them like any built-in tool.
Configuration is read from ~/.hermes/config.yaml under the ``mcp_servers`` key.
The ``mcp`` Python package is optional -- if not installed, this module is a
no-op and logs a debug message.
Example config::
mcp_servers:
filesystem:
command: "npx"
args: ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"]
env: {}
github:
command: "npx"
args: ["-y", "@modelcontextprotocol/server-github"]
env:
GITHUB_PERSONAL_ACCESS_TOKEN: "ghp_..."
Architecture:
A dedicated background event loop (_mcp_loop) runs in a daemon thread.
Each MCP server runs as a long-lived asyncio Task on this loop, keeping
its ``async with stdio_client(...)`` context alive. Tool call coroutines
are scheduled onto the loop via ``run_coroutine_threadsafe()``.
On shutdown, each server Task is signalled to exit its ``async with``
block, ensuring the anyio cancel-scope cleanup happens in the *same*
Task that opened the connection (required by anyio).
Thread safety:
_servers and _mcp_loop/_mcp_thread are accessed from both the MCP
background thread and caller threads. All mutations are protected by
_lock so the code is safe regardless of GIL presence (e.g. Python 3.13+
free-threading).
"""
import asyncio
import json
import logging
import threading
from typing import Any, Dict, List, Optional
logger = logging.getLogger(__name__)
# ---------------------------------------------------------------------------
# Graceful import -- MCP SDK is an optional dependency
# ---------------------------------------------------------------------------
_MCP_AVAILABLE = False
try:
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client
_MCP_AVAILABLE = True
except ImportError:
logger.debug("mcp package not installed -- MCP tool support disabled")
# ---------------------------------------------------------------------------
# Server task -- each MCP server lives in one long-lived asyncio Task
# ---------------------------------------------------------------------------
class MCPServerTask:
"""Manages a single MCP server connection in a dedicated asyncio Task.
The entire connection lifecycle (connect, discover, serve, disconnect)
runs inside one asyncio Task so that anyio cancel-scopes created by
``stdio_client`` are entered and exited in the same Task context.
"""
__slots__ = (
"name", "session",
"_task", "_ready", "_shutdown_event", "_tools", "_error",
)
def __init__(self, name: str):
self.name = name
self.session: Optional[Any] = None
self._task: Optional[asyncio.Task] = None
self._ready = asyncio.Event()
self._shutdown_event = asyncio.Event()
self._tools: list = []
self._error: Optional[Exception] = None
async def run(self, config: dict):
"""Long-lived coroutine: connect, discover tools, wait, disconnect."""
command = config.get("command")
args = config.get("args", [])
env = config.get("env")
if not command:
self._error = ValueError(
f"MCP server '{self.name}' has no 'command' in config"
)
self._ready.set()
return
server_params = StdioServerParameters(
command=command,
args=args,
env=env if env else None,
)
try:
async with stdio_client(server_params) as (read_stream, write_stream):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
self.session = session
tools_result = await session.list_tools()
self._tools = (
tools_result.tools
if hasattr(tools_result, "tools")
else []
)
# Signal that connection is ready
self._ready.set()
# Block until shutdown is requested -- this keeps the
# async-with contexts alive on THIS Task.
await self._shutdown_event.wait()
except Exception as exc:
self._error = exc
self._ready.set()
finally:
self.session = None
async def start(self, config: dict):
"""Create the background Task and wait until ready (or failed)."""
self._task = asyncio.ensure_future(self.run(config))
await self._ready.wait()
if self._error:
raise self._error
async def shutdown(self):
"""Signal the Task to exit and wait for clean resource teardown."""
self._shutdown_event.set()
if self._task and not self._task.done():
try:
await asyncio.wait_for(self._task, timeout=10)
except asyncio.TimeoutError:
logger.warning(
"MCP server '%s' shutdown timed out, cancelling task",
self.name,
)
self._task.cancel()
try:
await self._task
except asyncio.CancelledError:
pass
self.session = None
# ---------------------------------------------------------------------------
# Module-level state
# ---------------------------------------------------------------------------
_servers: Dict[str, MCPServerTask] = {}
# Dedicated event loop running in a background daemon thread.
_mcp_loop: Optional[asyncio.AbstractEventLoop] = None
_mcp_thread: Optional[threading.Thread] = None
# Protects _mcp_loop, _mcp_thread, and _servers from concurrent access.
_lock = threading.Lock()
def _ensure_mcp_loop():
"""Start the background event loop thread if not already running."""
global _mcp_loop, _mcp_thread
with _lock:
if _mcp_loop is not None and _mcp_loop.is_running():
return
_mcp_loop = asyncio.new_event_loop()
_mcp_thread = threading.Thread(
target=_mcp_loop.run_forever,
name="mcp-event-loop",
daemon=True,
)
_mcp_thread.start()
def _run_on_mcp_loop(coro, timeout: float = 30):
"""Schedule a coroutine on the MCP event loop and block until done."""
with _lock:
loop = _mcp_loop
if loop is None or not loop.is_running():
raise RuntimeError("MCP event loop is not running")
future = asyncio.run_coroutine_threadsafe(coro, loop)
return future.result(timeout=timeout)
# ---------------------------------------------------------------------------
# Config loading
# ---------------------------------------------------------------------------
def _load_mcp_config() -> Dict[str, dict]:
"""Read ``mcp_servers`` from the Hermes config file.
Returns a dict of ``{server_name: {command, args, env}}`` or empty dict.
"""
try:
from hermes_cli.config import load_config
config = load_config()
servers = config.get("mcp_servers")
if not servers or not isinstance(servers, dict):
return {}
return servers
except Exception as exc:
logger.debug("Failed to load MCP config: %s", exc)
return {}
# ---------------------------------------------------------------------------
# Server connection helper
# ---------------------------------------------------------------------------
async def _connect_server(name: str, config: dict) -> MCPServerTask:
"""Create an MCPServerTask, start it, and return when ready.
The server Task keeps the subprocess alive in the background.
Call ``server.shutdown()`` (on the same event loop) to tear it down.
Raises:
ValueError: if ``command`` is missing from *config*.
Exception: on connection or initialization failure.
"""
server = MCPServerTask(name)
await server.start(config)
return server
# ---------------------------------------------------------------------------
# Handler / check-fn factories
# ---------------------------------------------------------------------------
def _make_tool_handler(server_name: str, tool_name: str):
"""Return a sync handler that calls an MCP tool via the background loop.
The handler conforms to the registry's dispatch interface:
``handler(args_dict, **kwargs) -> str``
"""
def _handler(args: dict, **kwargs) -> str:
with _lock:
server = _servers.get(server_name)
if not server or not server.session:
return json.dumps({
"error": f"MCP server '{server_name}' is not connected"
})
async def _call():
result = await server.session.call_tool(tool_name, arguments=args)
# MCP CallToolResult has .content (list of content blocks) and .isError
if result.isError:
error_text = ""
for block in (result.content or []):
if hasattr(block, "text"):
error_text += block.text
return json.dumps({"error": error_text or "MCP tool returned an error"})
# Collect text from content blocks
parts: List[str] = []
for block in (result.content or []):
if hasattr(block, "text"):
parts.append(block.text)
return json.dumps({"result": "\n".join(parts) if parts else ""})
try:
return _run_on_mcp_loop(_call(), timeout=120)
except Exception as exc:
logger.error("MCP tool %s/%s call failed: %s", server_name, tool_name, exc)
return json.dumps({"error": f"MCP call failed: {type(exc).__name__}: {exc}"})
return _handler
def _make_check_fn(server_name: str):
"""Return a check function that verifies the MCP connection is alive."""
def _check() -> bool:
with _lock:
server = _servers.get(server_name)
return server is not None and server.session is not None
return _check
# ---------------------------------------------------------------------------
# Discovery & registration
# ---------------------------------------------------------------------------
def _convert_mcp_schema(server_name: str, mcp_tool) -> dict:
"""Convert an MCP tool listing to the Hermes registry schema format.
Args:
server_name: The logical server name for prefixing.
mcp_tool: An MCP ``Tool`` object with ``.name``, ``.description``,
and ``.inputSchema``.
Returns:
A dict suitable for ``registry.register(schema=...)``.
"""
# Sanitize: replace hyphens and dots with underscores for LLM API compatibility
safe_tool_name = mcp_tool.name.replace("-", "_").replace(".", "_")
safe_server_name = server_name.replace("-", "_").replace(".", "_")
prefixed_name = f"mcp_{safe_server_name}_{safe_tool_name}"
return {
"name": prefixed_name,
"description": mcp_tool.description or f"MCP tool {mcp_tool.name} from {server_name}",
"parameters": mcp_tool.inputSchema if mcp_tool.inputSchema else {
"type": "object",
"properties": {},
},
}
def _existing_tool_names() -> List[str]:
"""Return tool names for all currently connected servers."""
names: List[str] = []
for sname, server in _servers.items():
for mcp_tool in server._tools:
schema = _convert_mcp_schema(sname, mcp_tool)
names.append(schema["name"])
return names
async def _discover_and_register_server(name: str, config: dict) -> List[str]:
"""Connect to a single MCP server, discover tools, and register them.
Returns list of registered tool names.
"""
from tools.registry import registry
from toolsets import create_custom_toolset
server = await _connect_server(name, config)
with _lock:
_servers[name] = server
registered_names: List[str] = []
toolset_name = f"mcp-{name}"
for mcp_tool in server._tools:
schema = _convert_mcp_schema(name, mcp_tool)
tool_name_prefixed = schema["name"]
registry.register(
name=tool_name_prefixed,
toolset=toolset_name,
schema=schema,
handler=_make_tool_handler(name, mcp_tool.name),
check_fn=_make_check_fn(name),
is_async=False,
description=schema["description"],
)
registered_names.append(tool_name_prefixed)
# Create a custom toolset so these tools are discoverable
if registered_names:
create_custom_toolset(
name=toolset_name,
description=f"MCP tools from {name} server",
tools=registered_names,
)
logger.info(
"MCP server '%s': registered %d tool(s): %s",
name, len(registered_names), ", ".join(registered_names),
)
return registered_names
# ---------------------------------------------------------------------------
# Public API
# ---------------------------------------------------------------------------
def discover_mcp_tools() -> List[str]:
"""Entry point: load config, connect to MCP servers, register tools.
Called from ``model_tools._discover_tools()``. Safe to call even when
the ``mcp`` package is not installed (returns empty list).
Idempotent for already-connected servers. If some servers failed on a
previous call, only the missing ones are retried.
Returns:
List of all registered MCP tool names.
"""
if not _MCP_AVAILABLE:
logger.debug("MCP SDK not available -- skipping MCP tool discovery")
return []
servers = _load_mcp_config()
if not servers:
logger.debug("No MCP servers configured")
return []
# Only attempt servers that aren't already connected
with _lock:
new_servers = {k: v for k, v in servers.items() if k not in _servers}
if not new_servers:
return _existing_tool_names()
# Start the background event loop for MCP connections
_ensure_mcp_loop()
all_tools: List[str] = []
async def _discover_all():
for name, cfg in new_servers.items():
try:
registered = await _discover_and_register_server(name, cfg)
all_tools.extend(registered)
except Exception as exc:
logger.warning("Failed to connect to MCP server '%s': %s", name, exc)
_run_on_mcp_loop(_discover_all(), timeout=60)
if all_tools:
# Dynamically inject into all hermes-* platform toolsets
from toolsets import TOOLSETS
for ts_name, ts in TOOLSETS.items():
if ts_name.startswith("hermes-"):
for tool_name in all_tools:
if tool_name not in ts["tools"]:
ts["tools"].append(tool_name)
# Return ALL registered tools (existing + newly discovered)
return _existing_tool_names()
def shutdown_mcp_servers():
"""Close all MCP server connections and stop the background loop.
Each server Task is signalled to exit its ``async with`` block so that
the anyio cancel-scope cleanup happens in the same Task that opened it.
All servers are shut down in parallel via ``asyncio.gather``.
"""
with _lock:
if not _servers:
# No servers -- just stop the loop. _stop_mcp_loop() also
# acquires _lock, so we must release it first.
pass
else:
servers_snapshot = list(_servers.values())
# Fast path: nothing to shut down.
if not _servers:
_stop_mcp_loop()
return
async def _shutdown():
results = await asyncio.gather(
*(server.shutdown() for server in servers_snapshot),
return_exceptions=True,
)
for server, result in zip(servers_snapshot, results):
if isinstance(result, Exception):
logger.debug(
"Error closing MCP server '%s': %s", server.name, result,
)
with _lock:
_servers.clear()
with _lock:
loop = _mcp_loop
if loop is not None and loop.is_running():
try:
future = asyncio.run_coroutine_threadsafe(_shutdown(), loop)
future.result(timeout=15)
except Exception as exc:
logger.debug("Error during MCP shutdown: %s", exc)
_stop_mcp_loop()
def _stop_mcp_loop():
"""Stop the background event loop and join its thread."""
global _mcp_loop, _mcp_thread
with _lock:
loop = _mcp_loop
thread = _mcp_thread
_mcp_loop = None
_mcp_thread = None
if loop is not None:
loop.call_soon_threadsafe(loop.stop)
if thread is not None:
thread.join(timeout=5)
loop.close()

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{ name = "elevenlabs" },
{ name = "honcho-ai" },
{ name = "mcp" },
{ name = "ptyprocess" },
{ name = "pytest" },
{ name = "pytest-asyncio" },
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honcho = [
{ name = "honcho-ai" },
]
mcp = [
{ name = "mcp" },
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