diff --git a/appinfo/info.xml b/appinfo/info.xml
index 4836a0b..ec9dd79 100644
--- a/appinfo/info.xml
+++ b/appinfo/info.xml
@@ -46,5 +46,13 @@ Positive:
nextcloud/context_agent
1.2.2
+
+
+ mcp
+ POST,GET,DELETE
+ USER
+ []
+
+
diff --git a/ex_app/lib/all_tools/audio2text.py b/ex_app/lib/all_tools/audio2text.py
index 1c0d4e6..cbfffa9 100644
--- a/ex_app/lib/all_tools/audio2text.py
+++ b/ex_app/lib/all_tools/audio2text.py
@@ -18,6 +18,7 @@ def transcribe_file(file_url: str) -> str:
:param file_url: The file URL to the media file in nextcloud (The user can input this using the smart picker for example)
:return: the transcription result
"""
+
task_input = {
'input': get_file_id_from_file_url(file_url),
}
diff --git a/ex_app/lib/all_tools/calendar.py b/ex_app/lib/all_tools/calendar.py
index 2ae8e87..4412bdd 100644
--- a/ex_app/lib/all_tools/calendar.py
+++ b/ex_app/lib/all_tools/calendar.py
@@ -125,6 +125,7 @@ def find_free_time_slot_in_calendar(participants: list[str], slot_duration: Opti
:param end_time: the end time of the range within which to check for free slots (by default this will be 7 days after start_time; use the following format: 2025-01-31)
:return:
"""
+
me = nc.ocs('GET', '/ocs/v2.php/cloud/user')
attendees = 'ORGANIZER:mailto:'+me['email']+'\n'
diff --git a/ex_app/lib/all_tools/files.py b/ex_app/lib/all_tools/files.py
index 4163283..15a7a2b 100644
--- a/ex_app/lib/all_tools/files.py
+++ b/ex_app/lib/all_tools/files.py
@@ -17,7 +17,7 @@ def get_file_content(file_path: str):
Get the content of a file
:param file_path: the path of the file
:return:
- """
+ """
user_id = nc.ocs('GET', '/ocs/v2.php/cloud/user')["id"]
@@ -34,7 +34,7 @@ def get_folder_tree(depth: int):
Get the folder tree of the user
:param depth: the depth of the returned folder tree
:return:
- """
+ """
return nc.ocs('GET', '/ocs/v2.php/apps/files/api/v1/folder-tree', json={'depth': depth}, response_type='json')
@@ -45,7 +45,7 @@ def create_public_sharing_link(path: str):
Creates a public sharing link for a file or folder
:param path: the path of the file or folder
:return:
- """
+ """
response = nc.ocs('POST', '/ocs/v2.php/apps/files_sharing/api/v1/shares', json={
'path': path,
diff --git a/ex_app/lib/main.py b/ex_app/lib/main.py
index 363faea..7068693 100644
--- a/ex_app/lib/main.py
+++ b/ex_app/lib/main.py
@@ -22,12 +22,21 @@
from ex_app.lib.agent import react
from ex_app.lib.logger import log
+from ex_app.lib.mcp_server import UserAuthMiddleware, ToolListMiddleware
from ex_app.lib.provider import provider
from ex_app.lib.tools import get_categories
from contextvars import ContextVar
from gettext import translation
+from fastmcp import FastMCP
+mcp = FastMCP(name="nextcloud")
+mcp.add_middleware(UserAuthMiddleware())
+mcp.add_middleware(ToolListMiddleware(mcp))
+mcp.stateless_http = True
+http_mcp_app = mcp.http_app("/", transport="http")
+
+fast_app = FastAPI(lifespan=http_mcp_app.lifespan)
app_enabled = Event()
@@ -40,6 +49,11 @@ def _(text):
@asynccontextmanager
async def lifespan(app: FastAPI):
+ async with exapp_lifespan(app):
+ async with http_mcp_app.lifespan(app):
+ yield
+@asynccontextmanager
+async def exapp_lifespan(app: FastAPI):
set_handlers(app, enabled_handler)
start_bg_task()
nc = NextcloudApp()
@@ -176,6 +190,8 @@ def start_bg_task():
loop = asyncio.get_event_loop()
loop.create_task(background_thread_task())
+APP.mount("/mcp", http_mcp_app)
+
if __name__ == "__main__":
# Wrapper around `uvicorn.run`.
# You are free to call it directly, with just using the `APP_HOST` and `APP_PORT` variables from the environment.
diff --git a/ex_app/lib/mcp_server.py b/ex_app/lib/mcp_server.py
new file mode 100644
index 0000000..cb1e09e
--- /dev/null
+++ b/ex_app/lib/mcp_server.py
@@ -0,0 +1,79 @@
+# SPDX-FileCopyrightText: 2024 LangChain, Inc.
+# SPDX-License-Identifier: MIT
+import time
+from functools import wraps
+
+from fastmcp.server.dependencies import get_context
+from nc_py_api import NextcloudApp
+from fastmcp.server.middleware import Middleware, MiddlewareContext, CallNext
+from fastmcp.tools import Tool
+from mcp import types as mt
+from ex_app.lib.tools import get_tools
+import requests
+
+def get_user(authorization_header: str, nc: NextcloudApp) -> str:
+ response = requests.get(
+ f"{nc.app_cfg.endpoint}/ocs/v2.php/cloud/user",
+ headers={
+ "Accept": "application/json",
+ "Ocs-Apirequest": "1",
+ "Authorization": authorization_header,
+ },
+ )
+ if response.status_code != 200:
+ raise Exception("Failed to get user info")
+ return response.json()["ocs"]["data"]["id"]
+
+
+class UserAuthMiddleware(Middleware):
+ async def on_message(self, context: MiddlewareContext, call_next):
+ # Middleware stores user info in context state
+ authorization_header = context.fastmcp_context.request_context.request.headers.get("Authorization")
+ if authorization_header is None:
+ raise Exception("Authorization header is missing/invalid")
+ nc = NextcloudApp()
+ user = get_user(authorization_header, nc)
+ nc.set_user(user)
+ context.fastmcp_context.set_state("nextcloud", nc)
+ return await call_next(context)
+
+
+LAST_MCP_TOOL_UPDATE = 0
+
+
+class ToolListMiddleware(Middleware):
+ def __init__(self, mcp):
+ self.mcp = mcp
+
+ async def on_message(
+ self,
+ context: MiddlewareContext[mt.ListToolsRequest],
+ call_next: CallNext[mt.ListToolsRequest, list[Tool]],
+ ) -> list[Tool]:
+ global LAST_MCP_TOOL_UPDATE
+ if LAST_MCP_TOOL_UPDATE + 60 < time.time():
+ safe, dangerous = await get_tools(context.fastmcp_context.get_state("nextcloud"))
+ tools = await self.mcp.get_tools()
+ if LAST_MCP_TOOL_UPDATE + 60 < time.time():
+ for tool in tools.keys():
+ self.mcp.remove_tool(tool)
+ for tool in safe + dangerous:
+ if not hasattr(tool, "func") or tool.func is None:
+ continue
+ self.mcp.tool()(mcp_tool(tool.func))
+ LAST_MCP_TOOL_UPDATE = time.time()
+ return await call_next(context)
+
+# Regenerates the tools with the correct nc object
+def mcp_tool(tool):
+ @wraps(tool)
+ async def wrapper(*args, **kwargs):
+ ctx = get_context()
+ nc = ctx.get_state('nextcloud')
+ safe, dangerous = await get_tools(nc)
+ tools = safe + dangerous
+ for t in tools:
+ if hasattr(t, "func") and t.func and t.name == tool.__name__:
+ return t.func(*args, **kwargs)
+ raise RuntimeError("Tool not found")
+ return wrapper
\ No newline at end of file
diff --git a/ex_app/lib/tools.py b/ex_app/lib/tools.py
index 9ea92c1..a011075 100644
--- a/ex_app/lib/tools.py
+++ b/ex_app/lib/tools.py
@@ -6,7 +6,6 @@
import json
from os.path import dirname
-from langchain_mcp_adapters.client import MultiServerMCPClient
from nc_py_api import Nextcloud
from ex_app.lib.all_tools.lib.decorator import timed_memoize
diff --git a/poetry.lock b/poetry.lock
index d8d0316..2e204ba 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -219,6 +219,21 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+[[package]]
+name = "authlib"
+version = "1.6.1"
+description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "authlib-1.6.1-py2.py3-none-any.whl", hash = "sha256:e9d2031c34c6309373ab845afc24168fe9e93dc52d252631f52642f21f5ed06e"},
+ {file = "authlib-1.6.1.tar.gz", hash = "sha256:4dffdbb1460ba6ec8c17981a4c67af7d8af131231b5a36a88a1e8c80c111cdfd"},
+]
+
+[package.dependencies]
+cryptography = "*"
+
[[package]]
name = "caldav"
version = "1.3.6"
@@ -262,7 +277,6 @@ description = "Foreign Function Interface for Python calling C code."
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
files = [
{file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
{file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -466,6 +480,90 @@ files = [
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
]
+[[package]]
+name = "cryptography"
+version = "45.0.5"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+groups = ["main"]
+files = [
+ {file = "cryptography-45.0.5-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:101ee65078f6dd3e5a028d4f19c07ffa4dd22cce6a20eaa160f8b5219911e7d8"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3a264aae5f7fbb089dbc01e0242d3b67dffe3e6292e1f5182122bdf58e65215d"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e74d30ec9c7cb2f404af331d5b4099a9b322a8a6b25c4632755c8757345baac5"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:3af26738f2db354aafe492fb3869e955b12b2ef2e16908c8b9cb928128d42c57"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e6c00130ed423201c5bc5544c23359141660b07999ad82e34e7bb8f882bb78e0"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:dd420e577921c8c2d31289536c386aaa30140b473835e97f83bc71ea9d2baf2d"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:d05a38884db2ba215218745f0781775806bde4f32e07b135348355fe8e4991d9"},
+ {file = "cryptography-45.0.5-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:ad0caded895a00261a5b4aa9af828baede54638754b51955a0ac75576b831b27"},
+ {file = "cryptography-45.0.5-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:9024beb59aca9d31d36fcdc1604dd9bbeed0a55bface9f1908df19178e2f116e"},
+ {file = "cryptography-45.0.5-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:91098f02ca81579c85f66df8a588c78f331ca19089763d733e34ad359f474174"},
+ {file = "cryptography-45.0.5-cp311-abi3-win32.whl", hash = "sha256:926c3ea71a6043921050eaa639137e13dbe7b4ab25800932a8498364fc1abec9"},
+ {file = "cryptography-45.0.5-cp311-abi3-win_amd64.whl", hash = "sha256:b85980d1e345fe769cfc57c57db2b59cff5464ee0c045d52c0df087e926fbe63"},
+ {file = "cryptography-45.0.5-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:f3562c2f23c612f2e4a6964a61d942f891d29ee320edb62ff48ffb99f3de9ae8"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3fcfbefc4a7f332dece7272a88e410f611e79458fab97b5efe14e54fe476f4fd"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:460f8c39ba66af7db0545a8c6f2eabcbc5a5528fc1cf6c3fa9a1e44cec33385e"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:9b4cf6318915dccfe218e69bbec417fdd7c7185aa7aab139a2c0beb7468c89f0"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2089cc8f70a6e454601525e5bf2779e665d7865af002a5dec8d14e561002e135"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:0027d566d65a38497bc37e0dd7c2f8ceda73597d2ac9ba93810204f56f52ebc7"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:be97d3a19c16a9be00edf79dca949c8fa7eff621763666a145f9f9535a5d7f42"},
+ {file = "cryptography-45.0.5-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:7760c1c2e1a7084153a0f68fab76e754083b126a47d0117c9ed15e69e2103492"},
+ {file = "cryptography-45.0.5-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6ff8728d8d890b3dda5765276d1bc6fb099252915a2cd3aff960c4c195745dd0"},
+ {file = "cryptography-45.0.5-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7259038202a47fdecee7e62e0fd0b0738b6daa335354396c6ddebdbe1206af2a"},
+ {file = "cryptography-45.0.5-cp37-abi3-win32.whl", hash = "sha256:1e1da5accc0c750056c556a93c3e9cb828970206c68867712ca5805e46dc806f"},
+ {file = "cryptography-45.0.5-cp37-abi3-win_amd64.whl", hash = "sha256:90cb0a7bb35959f37e23303b7eed0a32280510030daba3f7fdfbb65defde6a97"},
+ {file = "cryptography-45.0.5-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:206210d03c1193f4e1ff681d22885181d47efa1ab3018766a7b32a7b3d6e6afd"},
+ {file = "cryptography-45.0.5-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:c648025b6840fe62e57107e0a25f604db740e728bd67da4f6f060f03017d5097"},
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+ {file = "cryptography-45.0.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:b9e38e0a83cd51e07f5a48ff9691cae95a79bea28fe4ded168a8e5c6c77e819d"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:8c4a6ff8a30e9e3d38ac0539e9a9e02540ab3f827a3394f8852432f6b0ea152e"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:bd4c45986472694e5121084c6ebbd112aa919a25e783b87eb95953c9573906d6"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:982518cd64c54fcada9d7e5cf28eabd3ee76bd03ab18e08a48cad7e8b6f31b18"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:12e55281d993a793b0e883066f590c1ae1e802e3acb67f8b442e721e475e6463"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:5aa1e32983d4443e310f726ee4b071ab7569f58eedfdd65e9675484a4eb67bd1"},
+ {file = "cryptography-45.0.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:e357286c1b76403dd384d938f93c46b2b058ed4dfcdce64a770f0537ed3feb6f"},
+ {file = "cryptography-45.0.5.tar.gz", hash = "sha256:72e76caa004ab63accdf26023fccd1d087f6d90ec6048ff33ad0445abf7f605a"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs ; python_full_version >= \"3.8.0\"", "sphinx-rtd-theme (>=3.0.0) ; python_full_version >= \"3.8.0\""]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8.0\""]
+pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==45.0.5)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test-randomorder = ["pytest-randomly"]
+
+[[package]]
+name = "cyclopts"
+version = "3.22.4"
+description = "Intuitive, easy CLIs based on type hints."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "cyclopts-3.22.4-py3-none-any.whl", hash = "sha256:a12a3788257f4caeb1d949829f716f7dd2c45918046552317b9cb42d3c8fa55c"},
+ {file = "cyclopts-3.22.4.tar.gz", hash = "sha256:32220ced855b8f8cef3177b74f499878c49f3e81b33b023d25bd336bdd04935e"},
+]
+
+[package.dependencies]
+attrs = ">=23.1.0"
+docstring-parser = {version = ">=0.15", markers = "python_version < \"4.0\""}
+rich = ">=13.6.0"
+rich-rst = ">=1.3.1,<2.0.0"
+typing-extensions = {version = ">=4.8.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+toml = ["tomli (>=2.0.0) ; python_version < \"3.11\""]
+trio = ["trio (>=0.10.0)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
[[package]]
name = "dataclasses-json"
version = "0.6.7"
@@ -482,6 +580,56 @@ files = [
marshmallow = ">=3.18.0,<4.0.0"
typing-inspect = ">=0.4.0,<1"
+[[package]]
+name = "dnspython"
+version = "2.7.0"
+description = "DNS toolkit"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
+ {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
+]
+
+[package.extras]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
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@@ -502,6 +650,22 @@ primp = ">=0.15.0"
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dev = ["mypy (>=1.14.1)", "pytest (>=8.3.4)", "pytest-dependency (>=0.6.0)", "ruff (>=0.9.2)"]
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version = "1.2.2"
@@ -509,7 +673,6 @@ description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
groups = ["main"]
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+]
+
[[package]]
name = "marshmallow"
version = "3.26.1"
@@ -1334,6 +1675,30 @@ cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
rich = ["rich (>=13.9.4)"]
ws = ["websockets (>=15.0.1)"]
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+ {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
+[[package]]
+name = "more-itertools"
+version = "10.7.0"
+description = "More routines for operating on iterables, beyond itertools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "more_itertools-10.7.0-py3-none-any.whl", hash = "sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e"},
+ {file = "more_itertools-10.7.0.tar.gz", hash = "sha256:9fddd5403be01a94b204faadcff459ec3568cf110265d3c54323e1e866ad29d3"},
+]
+
[[package]]
name = "multidict"
version = "6.4.3"
@@ -1557,6 +1922,88 @@ files = [
{file = "numpy-2.2.5.tar.gz", hash = "sha256:a9c0d994680cd991b1cb772e8b297340085466a6fe964bc9d4e80f5e2f43c291"},
]
+[[package]]
+name = "openapi-core"
+version = "0.19.5"
+description = "client-side and server-side support for the OpenAPI Specification v3"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+ {file = "openapi_core-0.19.5-py3-none-any.whl", hash = "sha256:ef7210e83a59394f46ce282639d8d26ad6fc8094aa904c9c16eb1bac8908911f"},
+ {file = "openapi_core-0.19.5.tar.gz", hash = "sha256:421e753da56c391704454e66afe4803a290108590ac8fa6f4a4487f4ec11f2d3"},
+]
+
+[package.dependencies]
+isodate = "*"
+jsonschema = ">=4.18.0,<5.0.0"
+jsonschema-path = ">=0.3.1,<0.4.0"
+more-itertools = "*"
+openapi-schema-validator = ">=0.6.0,<0.7.0"
+openapi-spec-validator = ">=0.7.1,<0.8.0"
+parse = "*"
+typing-extensions = ">=4.8.0,<5.0.0"
+werkzeug = "<3.1.2"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.0)", "multidict (>=6.0.4,<7.0.0)"]
+django = ["django (>=3.0)"]
+falcon = ["falcon (>=3.0)"]
+fastapi = ["fastapi (>=0.111,<0.116)"]
+flask = ["flask"]
+requests = ["requests"]
+starlette = ["aioitertools (>=0.11,<0.13)", "starlette (>=0.26.1,<0.45.0)"]
+
+[[package]]
+name = "openapi-pydantic"
+version = "0.5.1"
+description = "Pydantic OpenAPI schema implementation"
+optional = false
+python-versions = "<4.0,>=3.8"
+groups = ["main"]
+files = [
+ {file = "openapi_pydantic-0.5.1-py3-none-any.whl", hash = "sha256:a3a09ef4586f5bd760a8df7f43028b60cafb6d9f61de2acba9574766255ab146"},
+ {file = "openapi_pydantic-0.5.1.tar.gz", hash = "sha256:ff6835af6bde7a459fb93eb93bb92b8749b754fc6e51b2f1590a19dc3005ee0d"},
+]
+
+[package.dependencies]
+pydantic = ">=1.8"
+
+[[package]]
+name = "openapi-schema-validator"
+version = "0.6.3"
+description = "OpenAPI schema validation for Python"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+ {file = "openapi_schema_validator-0.6.3-py3-none-any.whl", hash = "sha256:f3b9870f4e556b5a62a1c39da72a6b4b16f3ad9c73dc80084b1b11e74ba148a3"},
+ {file = "openapi_schema_validator-0.6.3.tar.gz", hash = "sha256:f37bace4fc2a5d96692f4f8b31dc0f8d7400fd04f3a937798eaf880d425de6ee"},
+]
+
+[package.dependencies]
+jsonschema = ">=4.19.1,<5.0.0"
+jsonschema-specifications = ">=2023.5.2"
+rfc3339-validator = "*"
+
+[[package]]
+name = "openapi-spec-validator"
+version = "0.7.2"
+description = "OpenAPI 2.0 (aka Swagger) and OpenAPI 3 spec validator"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+ {file = "openapi_spec_validator-0.7.2-py3-none-any.whl", hash = "sha256:4bbdc0894ec85f1d1bea1d6d9c8b2c3c8d7ccaa13577ef40da9c006c9fd0eb60"},
+ {file = "openapi_spec_validator-0.7.2.tar.gz", hash = "sha256:cc029309b5c5dbc7859df0372d55e9d1ff43e96d678b9ba087f7c56fc586f734"},
+]
+
+[package.dependencies]
+jsonschema = ">=4.18.0,<5.0.0"
+jsonschema-path = ">=0.3.1,<0.4.0"
+lazy-object-proxy = ">=1.7.1,<2.0.0"
+openapi-schema-validator = ">=0.6.0,<0.7.0"
+
[[package]]
name = "orjson"
version = "3.10.18"
@@ -1702,6 +2149,30 @@ files = [
{file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
]
+[[package]]
+name = "parse"
+version = "1.20.2"
+description = "parse() is the opposite of format()"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+ {file = "parse-1.20.2-py2.py3-none-any.whl", hash = "sha256:967095588cb802add9177d0c0b6133b5ba33b1ea9007ca800e526f42a85af558"},
+ {file = "parse-1.20.2.tar.gz", hash = "sha256:b41d604d16503c79d81af5165155c0b20f6c8d6c559efa66b4b695c3e5a0a0ce"},
+]
+
+[[package]]
+name = "pathable"
+version = "0.4.4"
+description = "Object-oriented paths"
+optional = false
+python-versions = "<4.0.0,>=3.7.0"
+groups = ["main"]
+files = [
+ {file = "pathable-0.4.4-py3-none-any.whl", hash = "sha256:5ae9e94793b6ef5a4cbe0a7ce9dbbefc1eec38df253763fd0aeeacf2762dbbc2"},
+ {file = "pathable-0.4.4.tar.gz", hash = "sha256:6905a3cd17804edfac7875b5f6c9142a218c7caef78693c2dbbbfbac186d88b2"},
+]
+
[[package]]
name = "primp"
version = "0.15.0"
@@ -1839,7 +2310,6 @@ description = "C parser in Python"
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
files = [
{file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
{file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -1847,18 +2317,19 @@ files = [
[[package]]
name = "pydantic"
-version = "2.11.4"
+version = "2.11.7"
description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"},
- {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"},
+ {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
+ {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
]
[package.dependencies]
annotated-types = ">=0.6.0"
+email-validator = {version = ">=2.0.0", optional = true, markers = "extra == \"email\""}
pydantic-core = "2.33.2"
typing-extensions = ">=4.12.2"
typing-inspection = ">=0.4.0"
@@ -2003,6 +2474,32 @@ gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
toml = ["tomli (>=2.0.1)"]
yaml = ["pyyaml (>=6.0.1)"]
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+ {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+ {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pyperclip"
+version = "1.9.0"
+description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+ {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"},
+]
+
[[package]]
name = "python-dateutil"
version = "2.9.0.post0"
@@ -2226,6 +2723,56 @@ files = [
[package.dependencies]
requests = ">=2.0.1,<3.0.0"
+[[package]]
+name = "rfc3339-validator"
+version = "0.1.4"
+description = "A pure python RFC3339 validator"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+files = [
+ {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
+ {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
+]
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+name = "rich"
+version = "14.1.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+ {file = "rich-14.1.0-py3-none-any.whl", hash = "sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"},
+ {file = "rich-14.1.0.tar.gz", hash = "sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
+name = "rich-rst"
+version = "1.3.1"
+description = "A beautiful reStructuredText renderer for rich"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+ {file = "rich_rst-1.3.1-py3-none-any.whl", hash = "sha256:498a74e3896507ab04492d326e794c3ef76e7cda078703aa592d1853d91098c1"},
+ {file = "rich_rst-1.3.1.tar.gz", hash = "sha256:fad46e3ba42785ea8c1785e2ceaa56e0ffa32dbe5410dec432f37e4107c4f383"},
+]
+
+[package.dependencies]
+docutils = "*"
+rich = ">=12.0.0"
+
[[package]]
name = "rpds-py"
version = "0.26.0"
@@ -2723,6 +3270,24 @@ python-dateutil = {version = ">=2.7.0", markers = "python_version >= \"3.10\""}
pytz = "*"
six = "*"
+[[package]]
+name = "werkzeug"
+version = "3.1.1"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "werkzeug-3.1.1-py3-none-any.whl", hash = "sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5"},
+ {file = "werkzeug-3.1.1.tar.gz", hash = "sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
[[package]]
name = "x-wr-timezone"
version = "2.0.1"
@@ -3135,4 +3700,4 @@ cffi = ["cffi (>=1.11)"]
[metadata]
lock-version = "2.1"
python-versions = "^3.10"
-content-hash = "08c050f77b81d1297a6f1d2bb9dbcaf4b83e0bb8ce9aa9ed63b03a548b0c6436"
+content-hash = "b8fe9ff57553a669bc05d0e5a665c23a904fe737aa06288115363b40b061bf7a"
diff --git a/pyproject.toml b/pyproject.toml
index 73a5c51..e477514 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ youtube-search = "^2.1.2"
duckduckgo-search = "^8.0.1"
uvicorn = "^0.34.2"
langchain-mcp-adapters = "^0.1.9"
+fastmcp = "^2.11.2"
[build-system]
requires = ["poetry-core"]