Add LLM reasonning and MCP configuration

Herklos · Herklos · commit b209f1a37b93 · 2026-01-31T14:39:15.000+01:00
Signed-off-by: Herklos &lt;herklos@drakkar.software&gt;
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -8,6 +8,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Added
 - pydantic to requirements
 - add AbstractAIService
+- add AbstractWebSearchService
+- MCP server interface
 
 ## [1.7.3] - 2026-01-29
 ### Added
@@ -68,7 +70,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [1.6.21] - 2023-10-21
 ### Added
-[Constant] add CONIG_LLM_CUSTOM_BASE_URL
+[Constant] add CONFIG_LLM_CUSTOM_BASE_URL
 
 ## [1.6.20] - 2023-10-07
 ### Added
diff --git a/README.md b/README.md
@@ -1,4 +1,4 @@
-# OctoBot-Services [1.7.3](https://github.com/Drakkar-Software/OctoBot-Services/tree/master/docs/CHANGELOG.md)
+# OctoBot-Services [1.7.4](https://github.com/Drakkar-Software/OctoBot-Services/tree/master/docs/CHANGELOG.md)
 [![Codacy Badge](https://api.codacy.com/project/badge/Grade/31a1caa6e5384d80bf890dba5c9b5e4b)](https://app.codacy.com/gh/Drakkar-Software/OctoBot-Services?utm_source=github.com&utm_medium=referral&utm_content=Drakkar-Software/OctoBot-Services&utm_campaign=Badge_Grade_Dashboard)
 [![PyPI](https://img.shields.io/pypi/v/OctoBot-Services.svg)](https://pypi.python.org/pypi/OctoBot-Services/)
 [![Github-Action-CI](https://github.com/Drakkar-Software/OctoBot-Services/workflows/OctoBot-Services-CI/badge.svg)](https://github.com/Drakkar-Software/OctoBot-Services/actions)
diff --git a/full_requirements.txt b/full_requirements.txt
@@ -38,10 +38,11 @@ gevent==25.5.1
 ### used by flask-socketio with gevent (listed here because multiple libs are usable, force this one)
 gevent-websocket==0.10.1
 flask-socketio==5.5.1
-# chatgpt
+# openai
 openai==2.15.0
 # agents
 pydantic==2.12.5
+mcp==1.26.0
 # Coingecko
 coingecko-openapi-client>=1.3.0
 # Analysis tools
diff --git a/octobot_services/__init__.py b/octobot_services/__init__.py
@@ -15,4 +15,4 @@
 #  License along with this library.
 
 PROJECT_NAME = "OctoBot-Services"
-VERSION = "1.7.3"  # major.minor.revision
+VERSION = "1.7.4"  # major.minor.revision
diff --git a/octobot_services/api/__init__.py b/octobot_services/api/__init__.py
@@ -21,6 +21,12 @@
 
 from octobot_services.api.services import (
     get_available_services,
+    get_available_backtestable_services,
+    get_available_ai_services,
+    get_available_web_search_services,
+    get_ai_service,
+    get_web_search_service,
+    is_service_available_in_backtesting,
     get_service,
     create_service_factory,
     stop_services,
@@ -39,6 +45,8 @@
 from octobot_services.api.service_feeds import (
     create_service_feed_factory,
     get_service_feed,
+    get_available_backtestable_feeds,
+    is_service_used_by_backtestable_feed,
     start_service_feed,
     stop_service_feed,
     clear_bot_id_feeds,
@@ -59,6 +67,12 @@
 
 __all__ = [
     "get_available_services",
+    "get_available_backtestable_services",
+    "get_available_ai_services",
+    "get_available_web_search_services",
+    "get_ai_service",
+    "get_web_search_service",
+    "is_service_available_in_backtesting",
     "get_service",
     "create_service_factory",
     "stop_services",
@@ -73,6 +87,8 @@
     "stop_interfaces",
     "create_service_feed_factory",
     "get_service_feed",
+    "get_available_backtestable_feeds",
+    "is_service_used_by_backtestable_feed",
     "start_service_feed",
     "stop_service_feed",
     "clear_bot_id_feeds",
diff --git a/octobot_services/api/interfaces.py b/octobot_services/api/interfaces.py
@@ -19,6 +19,7 @@
 import async_channel.channels as channels
 import octobot_services.interfaces as interfaces
 import octobot_services.managers as managers
+import octobot_services.api.service_feeds as service_feeds_api
 
 
 def initialize_global_project_data(bot_api: object, project_name: str, project_version: str) -> None:
@@ -53,7 +54,12 @@ async def send_user_command(bot_id, subject, action, data, wait_for_processing=F
 
 
 def is_enabled_in_backtesting(interface_class) -> bool:
-    return all(service.BACKTESTING_ENABLED for service in interface_class.REQUIRED_SERVICES)
+    if not interface_class.REQUIRED_SERVICES:
+        return True
+    return all(
+        service_feeds_api.is_service_used_by_backtestable_feed(service)
+        for service in interface_class.REQUIRED_SERVICES
+    )
 
 
 def is_interface_relevant(config, interface_class, backtesting_enabled):
diff --git a/octobot_services/api/service_feeds.py b/octobot_services/api/service_feeds.py
@@ -13,10 +13,25 @@
 #
 #  You should have received a copy of the GNU Lesser General Public
 #  License along with this library.
+import octobot_commons.tentacles_management as tentacles_management
+
 import octobot_services.managers as managers
 import octobot_services.service_feeds as service_feeds
 
 
+def get_available_backtestable_feeds() -> list:
+    feeds = tentacles_management.get_all_classes_from_parent(service_feeds.AbstractServiceFeed)
+    return [feed for feed in feeds if feed.BACKTESTING_ENABLED]
+
+
+def is_service_used_by_backtestable_feed(service_class) -> bool:
+    backtestable = get_available_backtestable_feeds()
+    for feed in backtestable:
+        if feed.REQUIRED_SERVICES and service_class in feed.REQUIRED_SERVICES:
+            return True
+    return False
+
+
 def create_service_feed_factory(config, main_async_loop, bot_id) -> service_feeds.ServiceFeedFactory:
     return service_feeds.ServiceFeedFactory(config, main_async_loop, bot_id)
 
diff --git a/octobot_services/api/services.py b/octobot_services/api/services.py
@@ -13,6 +13,7 @@
 #
 #  You should have received a copy of the GNU Lesser General Public
 #  License along with this library.
+import octobot_services.api.service_feeds as service_feeds_api
 import octobot_services.managers as managers
 import octobot_services.services as services
 import octobot_services.interfaces as interfaces
@@ -31,9 +32,57 @@ def _service_async_lock(service_class):
         return _SERVICE_ASYNC_LOCKS[service_class.__name__]
 
 
-def get_available_services() -> list:
+def get_available_services() -> list[type[services.AbstractService]]:
     return services.ServiceFactory.get_available_services()
 
+def get_available_ai_services() -> list[type[services.AbstractAIService]]:
+    return services.ServiceFactory.get_available_ai_services()
+
+def get_available_web_search_services() -> list[type[services.AbstractWebSearchService]]:
+    return services.ServiceFactory.get_available_web_search_services()
+
+
+def get_available_backtestable_services() -> list:
+    return [
+        service_class for service_class in services.ServiceFactory.get_available_services()
+        if service_class.BACKTESTING_ENABLED
+    ]
+
+async def _get_available_service_instance(
+    get_available_services_func,
+    service_type_name: str,
+    is_backtesting: bool = False
+):
+    available_services = get_available_services_func()
+    for service_class in available_services:
+        try:
+            return await get_service(service_class, is_backtesting, None)
+        except errors.CreationError:
+            # Service is not running/initialized, skip it
+            continue
+    raise errors.CreationError(f"No {service_type_name} is currently running or available.")
+
+async def get_ai_service(is_backtesting=False) -> services.AbstractAIService:
+    return await _get_available_service_instance(
+        get_available_ai_services,
+        "AI service",
+        is_backtesting
+    )
+
+async def get_web_search_service(is_backtesting=False) -> services.AbstractWebSearchService:
+    return await _get_available_service_instance(
+        get_available_web_search_services,
+        "web search service",
+        is_backtesting
+    )
+
+
+def is_service_available_in_backtesting(service_class) -> bool:
+    return (
+        service_class.BACKTESTING_ENABLED
+        or service_feeds_api.is_service_used_by_backtestable_feed(service_class)
+    )
+
 
 async def get_service(service_class, is_backtesting, config=None):
     # prevent concurrent access when creating a service
@@ -47,7 +96,7 @@ async def get_service(service_class, is_backtesting, config=None):
         )
         if created:
             service = service_class.instance()
-            if is_backtesting and not service.BACKTESTING_ENABLED:
+            if is_backtesting and not is_service_available_in_backtesting(service_class):
                 raise errors.UnavailableInBacktestingError(
                     f"{service_class.__name__} service is not available in backtesting"
                 )
diff --git a/octobot_services/constants.py b/octobot_services/constants.py
@@ -82,11 +82,26 @@
 CONFIG_OPENAI_SECRET_KEY = "openai-secret-key"
 CONFIG_LLM_CUSTOM_BASE_URL = "llm-custom-base-url"
 CONFIG_LLM_MODEL = "llm-model"
+CONFIG_LLM_MODEL_FAST = "llm-model-fast"
+CONFIG_LLM_MODEL_REASONING = "llm-model-reasoning"
 CONFIG_LLM_DAILY_TOKENS_LIMIT = "llm-daily-tokens-limit"
+CONFIG_LLM_SHOW_REASONING = "llm-show-reasoning"
+CONFIG_LLM_REASONING_EFFORT = "llm-reasoning-effort"
+CONFIG_LLM_MCP_SERVERS = "llm-mcp-servers"
+CONFIG_LLM_AUTO_INJECT_MCP_TOOLS = "llm-auto-inject-mcp-tools"
 ENV_OPENAI_SECRET_KEY = "OPENAI_SECRET_KEY"
 ENV_GPT_MODEL = "GPT_MODEL"
 ENV_GPT_DAILY_TOKENS_LIMIT = "GPT_DAILY_TOKEN_LIMIT"
 
+# MCP
+CONFIG_MCP = "mcp"
+CONFIG_MCP_IP = "ip"
+CONFIG_MCP_PORT = "port"
+ENV_MCP_PORT = "MCP_PORT"
+ENV_MCP_ADDRESS = "MCP_ADDRESS"
+DEFAULT_MCP_IP = '127.0.0.1'
+DEFAULT_MCP_PORT = 3001
+
 # Google
 CONFIG_GOOGLE = "google"
 CONFIG_TREND_TOPICS = "trends"
@@ -123,6 +138,16 @@
 CONFIG_TAVILY_API_KEY = "api-key"
 CONFIG_TAVILY_PROJECT_ID = "project-id"
 
+# SearXNG (self-hosted web search)
+CONFIG_SEARXNG = "searxng"
+CONFIG_SEARXNG_URL = "url"
+CONFIG_SEARXNG_PORT = "port"
+CONFIG_SEARXNG_CATEGORIES = "categories"
+CONFIG_SEARXNG_LANGUAGE = "language"
+CONFIG_SEARXNG_TIME_RANGE = "time_range"
+CONFIG_SEARXNG_SAFE_SEARCH = "safe_search"
+CONFIG_SEARXNG_ENGINES = "engines"
+
 # Reddit
 CONFIG_REDDIT = "reddit"
 CONFIG_REDDIT_SUBREDDITS = "subreddits"
diff --git a/octobot_services/enums.py b/octobot_services/enums.py
@@ -42,3 +42,8 @@ class ReadOnlyInfoType(enum.Enum):
     CLICKABLE = "clickable"
     CTA = "cta"
     READONLY = "readonly"
+
+
+class AIModelPolicy(enum.Enum):
+    FAST = "fast"
+    REASONING = "reasoning"
diff --git a/octobot_services/service_feeds/abstract_service_feed.py b/octobot_services/service_feeds/abstract_service_feed.py
@@ -36,6 +36,9 @@ class AbstractServiceFeed(abstract_service_user.AbstractServiceUser,
     # Set simulator class when available in order to use it in backtesting for this feed
     SIMULATOR_CLASS = None
 
+    # Whether this feed supports historical data collection for backtesting
+    BACKTESTING_ENABLED = False
+
     _SLEEPING_TIME_BEFORE_RECONNECT_ATTEMPT_SEC = 10
     DELAY_BETWEEN_STREAMS_QUERIES = 5
     REQUIRED_SERVICE_ERROR_MESSAGE = "Required services are not ready, service feed can't start"
@@ -145,3 +148,39 @@ async def stop(self):
         if self.is_running:
             self.should_stop = True
             self.is_running = False
+
+    async def get_historical_data(
+        self,
+        start_timestamp,
+        end_timestamp,
+        symbols=None,
+        source=None,
+        **kwargs
+    ) -> typing.AsyncIterator[list[dict]]:
+        """
+        Fetch historical data from the feed for the given time range.
+        Override this method in feeds that support historical data collection.
+
+        :param start_timestamp: milliseconds timestamp (int/float) for start of range
+        :param end_timestamp: milliseconds timestamp (int/float) for end of range
+        :param symbols: optional list of symbols to filter by
+        :param source: optional source/topic to fetch
+        :param kwargs: additional feed-specific parameters
+        :return: async generator yielding batches (lists) of event dicts
+        :rtype: typing.AsyncIterator[list[dict]]
+
+        Each event dict should have at least:
+        - timestamp: milliseconds timestamp (int/float)
+        - payload: dict with event data
+        - channel: optional str
+        - symbol: optional str
+        """
+        raise NotImplementedError("get_historical_data is not implemented for this feed")
+
+    @classmethod
+    def get_historical_sources(cls) -> list:
+        """
+        Return the list of source/topic ids supported by get_historical_data.
+        Override in feeds that support historical data to return their source ids.
+        """
+        return []
diff --git a/octobot_services/services/__init__.py b/octobot_services/services/__init__.py
@@ -17,6 +17,7 @@
 from octobot_services.services import service_factory
 from octobot_services.services import abstract_service
 from octobot_services.services import abstract_ai_service
+from octobot_services.services import abstract_web_search_service
 from octobot_services.services import read_only_info
 
 from octobot_services.services.service_factory import (
@@ -28,6 +29,11 @@
 from octobot_services.services.abstract_ai_service import (
     AbstractAIService,
 )
+from octobot_services.services.abstract_web_search_service import (
+    AbstractWebSearchService,
+    WebSearchResult,
+    WebSearchResponse,
+)
 from octobot_services.services.read_only_info import (
     ReadOnlyInfo,
 )
@@ -36,5 +42,8 @@
     "ServiceFactory",
     "AbstractService",
     "AbstractAIService",
+    "AbstractWebSearchService",
+    "WebSearchResult",
+    "WebSearchResponse",
     "ReadOnlyInfo",
 ]
diff --git a/octobot_services/services/abstract_ai_service.py b/octobot_services/services/abstract_ai_service.py
diff --git a/octobot_services/services/abstract_service.py b/octobot_services/services/abstract_service.py
diff --git a/octobot_services/services/abstract_web_search_service.py b/octobot_services/services/abstract_web_search_service.py
diff --git a/octobot_services/services/service_factory.py b/octobot_services/services/service_factory.py

Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,4 @@`
`1`		`-# OctoBot-Services [1.7.3](https://github.com/Drakkar-Software/OctoBot-Services/tree/master/docs/CHANGELOG.md)`
	`1`	`+# OctoBot-Services [1.7.4](https://github.com/Drakkar-Software/OctoBot-Services/tree/master/docs/CHANGELOG.md)`
`2`	`2`	`[![Codacy Badge](https://api.codacy.com/project/badge/Grade/31a1caa6e5384d80bf890dba5c9b5e4b)](https://app.codacy.com/gh/Drakkar-Software/OctoBot-Services?utm_source=github.com&utm_medium=referral&utm_content=Drakkar-Software/OctoBot-Services&utm_campaign=Badge_Grade_Dashboard)`
`3`	`3`	`[![PyPI](https://img.shields.io/pypi/v/OctoBot-Services.svg)](https://pypi.python.org/pypi/OctoBot-Services/)`
`4`	`4`	`[![Github-Action-CI](https://github.com/Drakkar-Software/OctoBot-Services/workflows/OctoBot-Services-CI/badge.svg)](https://github.com/Drakkar-Software/OctoBot-Services/actions)`