Geevarghese George commited on
Commit
326220d
·
1 Parent(s): 86afaa0
.env_reference ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # rename this file to .env and fill in the values below
2
+ GITHUB_PAT = "your_github_personal_access_token_here"
3
+ # see https://github.com/github/github-mcp-server?tab=readme-ov-file#default-toolset
4
+ GITHUB_TOOLSETS = "default"
5
+ HF_TOKEN ="hf_"
.gitignore CHANGED
@@ -6,4 +6,7 @@
6
  *.log
7
  *logs
8
  *.tar
9
- *__pycache__
 
 
 
 
6
  *.log
7
  *logs
8
  *.tar
9
+ *__pycache__
10
+ .python-version
11
+ .vscode/
12
+ .pytest_cache/
.python-version CHANGED
@@ -1 +1 @@
1
- mcp
 
1
+ upgrade-advisor
README.md ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Instructions
2
+ 1. Create a scoped Personal Access Token from GitHub from https://github.com/settings/personal-access-tokens/new with the following scopes, that allows access for public repositories.
3
+ 2. Store as GITHUB_PAT in a .env file in the root directory of the project.
4
+
5
+ TO-DO
6
+
7
+
8
+
9
+
10
+ ## Running the MCP Server Locally
11
+ Launch the server with the command (using `podman` here)
12
+ ```
13
+ podman run -i --rm \
14
+ -e GITHUB_PERSONAL_ACCESS_TOKEN=$GITHUB_PAT \
15
+ -e GITHUB_READ_ONLY=1 \
16
+ -e GITHUB_TOOLSETS="default"
17
+ ghcr.io/github/github-mcp-server
18
+ ```
19
+ Connecting to `Continue` Extension from VSCode: TODO
20
+
21
+
22
+ ## Running MCP With VSCode configuration
23
+ ```{
24
+ "inputs": [
25
+ {
26
+ "type": "promptString",
27
+ "id": "github_token",
28
+ "description": "GitHub Personal Access Token",
29
+ "password": true
30
+ }
31
+ ],
32
+ "servers": {
33
+ "github": {
34
+ "command": "podman",
35
+ "args": [
36
+ "run",
37
+ "-i",
38
+ "--rm",
39
+ "-e",
40
+ "GITHUB_PERSONAL_ACCESS_TOKEN",
41
+ "-e",
42
+ "GITHUB_READ_ONLY=1",
43
+ "-e",
44
+ "GITHUB_TOOLSETS=default",
45
+ "ghcr.io/github/github-mcp-server"
46
+ ],
47
+ "env": {
48
+ "GITHUB_PERSONAL_ACCESS_TOKEN": "${input:github_token}"
49
+ }
50
+ }
51
+ }
52
+ }```
app.py ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import logging
2
+
3
+ import gradio as gr
4
+ from mcp import StdioServerParameters
5
+ from smolagents import CodeAgent, InferenceClientModel, MCPClient
6
+
7
+ from config import GITHUB_PAT as GITHUB_TOKEN
8
+ from config import GITHUB_TOOLSETS, HF_TOKEN
9
+ from src.upgrade_advisor.tools import resolve_repo_from_url
10
+
11
+ logger = logging.getLogger(__name__)
12
+ logger.setLevel(logging.INFO)
13
+ logger.addHandler(logging.StreamHandler())
14
+
15
+
16
+ logger.info("Starting MCP client for GitHub MCP server")
17
+ logger.info(f"Using toolsets: {GITHUB_TOOLSETS}")
18
+
19
+ try:
20
+ gh_mcp_params = StdioServerParameters(
21
+ # for StdioServerParameters, we use podman to run the
22
+ # MCP server from GH in a container
23
+ command="podman",
24
+ args=[
25
+ "run",
26
+ "-i",
27
+ "--rm",
28
+ "-e",
29
+ "GITHUB_PERSONAL_ACCESS_TOKEN",
30
+ "-e",
31
+ "GITHUB_READ_ONLY",
32
+ "-e",
33
+ "GITHUB_TOOLSETS",
34
+ "ghcr.io/github/github-mcp-server",
35
+ ],
36
+ env={
37
+ "GITHUB_PERSONAL_ACCESS_TOKEN": GITHUB_TOKEN,
38
+ "GITHUB_READ_ONLY": "1",
39
+ "GITHUB_TOOLSETS": GITHUB_TOOLSETS,
40
+ },
41
+ )
42
+ gh_mcp_http_params = None
43
+ mcp_client = MCPClient(
44
+ server_parameters=[gh_mcp_params],
45
+ )
46
+ tools = mcp_client.get_tools() # this already connects the client
47
+ print(f"Discovered tools: {[tool.name for tool in tools]}")
48
+
49
+ model = InferenceClientModel(
50
+ token=HF_TOKEN,
51
+ # model_id="meta-llama/Llama-3.1-8B-Instruct" -> prefers to use web_search
52
+ )
53
+ additional_authorized_imports = [
54
+ # "requests", # so that requests to html docs can be made
55
+ ]
56
+
57
+ custom_tools = [resolve_repo_from_url]
58
+ agent = CodeAgent(
59
+ tools=[*tools, *custom_tools],
60
+ model=model,
61
+ additional_authorized_imports=additional_authorized_imports,
62
+ )
63
+
64
+ demo = gr.ChatInterface(
65
+ fn=lambda message, history: str(agent.run(message)),
66
+ type="messages",
67
+ examples=[
68
+ """
69
+ Currently, I'm using pandas version 1.3.0 in my project.
70
+ I want to upgrade to version 2.0.0.
71
+ Here is my dependency list:
72
+ pandas==1.3.0, numpy==1.21.0, matplotlib==3.4.2.
73
+ Can you help me determine if this upgrade is safe and what
74
+ potential issues I might face?",
75
+ """
76
+ ],
77
+ title="Upgrade Assistant with MCP Tools",
78
+ description="""
79
+ An AI assistant that helps you verify if an upgrade can be performed
80
+ safely from one version of a software package to another, given
81
+ all your depencencies. It uses GitHub's MCP tools to analyze the
82
+ dependencies and check for compatibility issues.
83
+ """,
84
+ )
85
+
86
+ demo.launch()
87
+
88
+ finally:
89
+ logger.info("Disconnecting MCP client")
90
+ try:
91
+ mcp_client.disconnect()
92
+ except Exception:
93
+ pass
config.py CHANGED
@@ -4,10 +4,17 @@ from dotenv import load_dotenv
4
 
5
  load_dotenv()
6
 
7
- # API Configuration
8
- API_KEY = os.getenv("OPENAI_API_KEY", None)
9
- if not API_KEY:
10
- print("⚠️ API key not found in .env file!")
 
 
 
 
 
 
 
11
 
12
  # Server configuration
13
  GRADIO_SERVER_NAME = os.getenv("GRADIO_SERVER_NAME", "0.0.0.0")
 
4
 
5
  load_dotenv()
6
 
7
+ # GitHub MCP configuration
8
+ GITHUB_PAT = os.getenv("GITHUB_PAT", None)
9
+ if not GITHUB_PAT:
10
+ print("⚠️ GitHub PAT not found in .env file!")
11
+
12
+ HF_TOKEN = os.getenv("HF_TOKEN", None)
13
+ if not HF_TOKEN:
14
+ print("⚠️ Hugging Face token not found in .env file!")
15
+
16
+ GITHUB_TOOLSETS = os.getenv("GITHUB_TOOLSETS", "repos")
17
+
18
 
19
  # Server configuration
20
  GRADIO_SERVER_NAME = os.getenv("GRADIO_SERVER_NAME", "0.0.0.0")
poetry.lock CHANGED
@@ -57,6 +57,18 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
57
  [package.extras]
58
  trio = ["trio (>=0.31.0)"]
59
 
 
 
 
 
 
 
 
 
 
 
 
 
60
  [[package]]
61
  name = "audioop-lts"
62
  version = "0.2.2"
@@ -239,6 +251,227 @@ files = [
239
  {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
240
  ]
241
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
242
  [[package]]
243
  name = "click"
244
  version = "8.3.0"
@@ -261,12 +494,90 @@ description = "Cross-platform colored terminal text."
261
  optional = false
262
  python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
263
  groups = ["main"]
264
- markers = "platform_system == \"Windows\""
265
  files = [
266
  {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
267
  {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
268
  ]
269
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
270
  [[package]]
271
  name = "exceptiongroup"
272
  version = "1.3.0"
@@ -553,6 +864,18 @@ http2 = ["h2 (>=3,<5)"]
553
  socks = ["socksio (==1.*)"]
554
  zstd = ["zstandard (>=0.18.0)"]
555
 
 
 
 
 
 
 
 
 
 
 
 
 
556
  [[package]]
557
  name = "huggingface-hub"
558
  version = "1.1.4"
@@ -604,6 +927,18 @@ files = [
604
  [package.extras]
605
  all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
606
 
 
 
 
 
 
 
 
 
 
 
 
 
607
  [[package]]
608
  name = "jinja2"
609
  version = "3.1.6"
@@ -622,6 +957,55 @@ MarkupSafe = ">=2.0"
622
  [package.extras]
623
  i18n = ["Babel (>=2.7)"]
624
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
625
  [[package]]
626
  name = "markdown-it-py"
627
  version = "4.0.0"
@@ -745,6 +1129,96 @@ files = [
745
  {file = "markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698"},
746
  ]
747
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
748
  [[package]]
749
  name = "mdurl"
750
  version = "0.1.2"
@@ -1242,6 +1716,35 @@ tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "ole
1242
  typing = ["typing-extensions ; python_version < \"3.10\""]
1243
  xmp = ["defusedxml"]
1244
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1245
  [[package]]
1246
  name = "pydantic"
1247
  version = "2.11.10"
@@ -1376,6 +1879,30 @@ files = [
1376
  [package.dependencies]
1377
  typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
1378
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1379
  [[package]]
1380
  name = "pydub"
1381
  version = "0.25.1"
@@ -1403,6 +1930,51 @@ files = [
1403
  [package.extras]
1404
  windows-terminal = ["colorama (>=0.4.6)"]
1405
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1406
  [[package]]
1407
  name = "python-dateutil"
1408
  version = "2.9.0.post0"
@@ -1418,6 +1990,21 @@ files = [
1418
  [package.dependencies]
1419
  six = ">=1.5"
1420
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1421
  [[package]]
1422
  name = "python-multipart"
1423
  version = "0.0.20"
@@ -1442,6 +2029,37 @@ files = [
1442
  {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
1443
  ]
1444
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1445
  [[package]]
1446
  name = "pyyaml"
1447
  version = "6.0.3"
@@ -1525,6 +2143,45 @@ files = [
1525
  {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
1526
  ]
1527
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1528
  [[package]]
1529
  name = "rich"
1530
  version = "14.2.0"
@@ -1544,6 +2201,131 @@ pygments = ">=2.13.0,<3.0.0"
1544
  [package.extras]
1545
  jupyter = ["ipywidgets (>=7.5.1,<9)"]
1546
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1547
  [[package]]
1548
  name = "ruff"
1549
  version = "0.14.5"
@@ -1631,6 +2413,50 @@ files = [
1631
  {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
1632
  ]
1633
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1634
  [[package]]
1635
  name = "sniffio"
1636
  version = "1.3.1"
@@ -1643,6 +2469,27 @@ files = [
1643
  {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
1644
  ]
1645
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1646
  [[package]]
1647
  name = "starlette"
1648
  version = "0.49.3"
@@ -1662,6 +2509,59 @@ typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""
1662
  [package.extras]
1663
  full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
1664
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1665
  [[package]]
1666
  name = "tomlkit"
1667
  version = "0.13.3"
@@ -1772,6 +2672,24 @@ files = [
1772
  {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
1773
  ]
1774
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1775
  [[package]]
1776
  name = "uvicorn"
1777
  version = "0.38.0"
@@ -1874,4 +2792,4 @@ files = [
1874
  [metadata]
1875
  lock-version = "2.1"
1876
  python-versions = ">=3.10"
1877
- content-hash = "fb8ad32e54a65ba8c11dfa6d26af551d926adb42ea65eb4f104724fc94b9f2f2"
 
57
  [package.extras]
58
  trio = ["trio (>=0.31.0)"]
59
 
60
+ [[package]]
61
+ name = "attrs"
62
+ version = "25.4.0"
63
+ description = "Classes Without Boilerplate"
64
+ optional = false
65
+ python-versions = ">=3.9"
66
+ groups = ["main"]
67
+ files = [
68
+ {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
69
+ {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
70
+ ]
71
+
72
  [[package]]
73
  name = "audioop-lts"
74
  version = "0.2.2"
 
251
  {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
252
  ]
253
 
254
+ [[package]]
255
+ name = "cffi"
256
+ version = "2.0.0"
257
+ description = "Foreign Function Interface for Python calling C code."
258
+ optional = false
259
+ python-versions = ">=3.9"
260
+ groups = ["main"]
261
+ markers = "platform_python_implementation != \"PyPy\""
262
+ files = [
263
+ {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
264
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265
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266
+ {file = "cffi-2.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb"},
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268
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273
+ {file = "cffi-2.0.0-cp310-cp310-win32.whl", hash = "sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a"},
274
+ {file = "cffi-2.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739"},
275
+ {file = "cffi-2.0.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe"},
276
+ {file = "cffi-2.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c"},
277
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463
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464
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465
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466
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467
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468
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469
+ {file = "charset_normalizer-3.4.4-cp39-cp39-win_amd64.whl", hash = "sha256:f8e160feb2aed042cd657a72acc0b481212ed28b1b9a95c0cee1621b524e1966"},
470
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471
+ {file = "charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f"},
472
+ {file = "charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a"},
473
+ ]
474
+
475
  [[package]]
476
  name = "click"
477
  version = "8.3.0"
 
494
  optional = false
495
  python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
496
  groups = ["main"]
497
+ markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
498
  files = [
499
  {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
500
  {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
501
  ]
502
 
503
+ [[package]]
504
+ name = "cryptography"
505
+ version = "46.0.3"
506
+ description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
507
+ optional = false
508
+ python-versions = "!=3.9.0,!=3.9.1,>=3.8"
509
+ groups = ["main"]
510
+ files = [
511
+ {file = "cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a"},
512
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513
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514
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515
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517
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518
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519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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540
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541
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542
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543
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544
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545
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546
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547
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548
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549
+ {file = "cryptography-46.0.3-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04"},
550
+ {file = "cryptography-46.0.3-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506"},
551
+ {file = "cryptography-46.0.3-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963"},
552
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553
+ {file = "cryptography-46.0.3-cp38-abi3-win32.whl", hash = "sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df"},
554
+ {file = "cryptography-46.0.3-cp38-abi3-win_amd64.whl", hash = "sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f"},
555
+ {file = "cryptography-46.0.3-cp38-abi3-win_arm64.whl", hash = "sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372"},
556
+ {file = "cryptography-46.0.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a23582810fedb8c0bc47524558fb6c56aac3fc252cb306072fd2815da2a47c32"},
557
+ {file = "cryptography-46.0.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e7aec276d68421f9574040c26e2a7c3771060bc0cff408bae1dcb19d3ab1e63c"},
558
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7ce938a99998ed3c8aa7e7272dca1a610401ede816d36d0693907d863b10d9ea"},
559
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:191bb60a7be5e6f54e30ba16fdfae78ad3a342a0599eb4193ba88e3f3d6e185b"},
560
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c70cc23f12726be8f8bc72e41d5065d77e4515efae3690326764ea1b07845cfb"},
561
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:9394673a9f4de09e28b5356e7fff97d778f8abad85c9d5ac4a4b7e25a0de7717"},
562
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:94cd0549accc38d1494e1f8de71eca837d0509d0d44bf11d158524b0e12cebf9"},
563
+ {file = "cryptography-46.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c"},
564
+ {file = "cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1"},
565
+ ]
566
+
567
+ [package.dependencies]
568
+ cffi = {version = ">=2.0.0", markers = "python_full_version >= \"3.9.0\" and platform_python_implementation != \"PyPy\""}
569
+ typing-extensions = {version = ">=4.13.2", markers = "python_full_version < \"3.11.0\""}
570
+
571
+ [package.extras]
572
+ docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"]
573
+ docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
574
+ nox = ["nox[uv] (>=2024.4.15)"]
575
+ pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.14)", "ruff (>=0.11.11)"]
576
+ sdist = ["build (>=1.0.0)"]
577
+ ssh = ["bcrypt (>=3.1.5)"]
578
+ test = ["certifi (>=2024)", "cryptography-vectors (==46.0.3)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
579
+ test-randomorder = ["pytest-randomly"]
580
+
581
  [[package]]
582
  name = "exceptiongroup"
583
  version = "1.3.0"
 
864
  socks = ["socksio (==1.*)"]
865
  zstd = ["zstandard (>=0.18.0)"]
866
 
867
+ [[package]]
868
+ name = "httpx-sse"
869
+ version = "0.4.3"
870
+ description = "Consume Server-Sent Event (SSE) messages with HTTPX."
871
+ optional = false
872
+ python-versions = ">=3.9"
873
+ groups = ["main"]
874
+ files = [
875
+ {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"},
876
+ {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"},
877
+ ]
878
+
879
  [[package]]
880
  name = "huggingface-hub"
881
  version = "1.1.4"
 
927
  [package.extras]
928
  all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
929
 
930
+ [[package]]
931
+ name = "iniconfig"
932
+ version = "2.3.0"
933
+ description = "brain-dead simple config-ini parsing"
934
+ optional = false
935
+ python-versions = ">=3.10"
936
+ groups = ["main"]
937
+ files = [
938
+ {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
939
+ {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"},
940
+ ]
941
+
942
  [[package]]
943
  name = "jinja2"
944
  version = "3.1.6"
 
957
  [package.extras]
958
  i18n = ["Babel (>=2.7)"]
959
 
960
+ [[package]]
961
+ name = "jsonref"
962
+ version = "1.1.0"
963
+ description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
964
+ optional = false
965
+ python-versions = ">=3.7"
966
+ groups = ["main"]
967
+ files = [
968
+ {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"},
969
+ {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"},
970
+ ]
971
+
972
+ [[package]]
973
+ name = "jsonschema"
974
+ version = "4.25.1"
975
+ description = "An implementation of JSON Schema validation for Python"
976
+ optional = false
977
+ python-versions = ">=3.9"
978
+ groups = ["main"]
979
+ files = [
980
+ {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
981
+ {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
982
+ ]
983
+
984
+ [package.dependencies]
985
+ attrs = ">=22.2.0"
986
+ jsonschema-specifications = ">=2023.03.6"
987
+ referencing = ">=0.28.4"
988
+ rpds-py = ">=0.7.1"
989
+
990
+ [package.extras]
991
+ format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
992
+ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
993
+
994
+ [[package]]
995
+ name = "jsonschema-specifications"
996
+ version = "2025.9.1"
997
+ description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
998
+ optional = false
999
+ python-versions = ">=3.9"
1000
+ groups = ["main"]
1001
+ files = [
1002
+ {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
1003
+ {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
1004
+ ]
1005
+
1006
+ [package.dependencies]
1007
+ referencing = ">=0.31.0"
1008
+
1009
  [[package]]
1010
  name = "markdown-it-py"
1011
  version = "4.0.0"
 
1129
  {file = "markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698"},
1130
  ]
1131
 
1132
+ [[package]]
1133
+ name = "mcp"
1134
+ version = "1.21.1"
1135
+ description = "Model Context Protocol SDK"
1136
+ optional = false
1137
+ python-versions = ">=3.10"
1138
+ groups = ["main"]
1139
+ files = [
1140
+ {file = "mcp-1.21.1-py3-none-any.whl", hash = "sha256:dd35abe36d68530a8a1291daa25d50276d8731e545c0434d6e250a3700dd2a6d"},
1141
+ {file = "mcp-1.21.1.tar.gz", hash = "sha256:540e6ac4b12b085c43f14879fde04cbdb10148a09ea9492ff82d8c7ba651a302"},
1142
+ ]
1143
+
1144
+ [package.dependencies]
1145
+ anyio = ">=4.5"
1146
+ httpx = ">=0.27.1"
1147
+ httpx-sse = ">=0.4"
1148
+ jsonschema = ">=4.20.0"
1149
+ pydantic = ">=2.11.0,<3.0.0"
1150
+ pydantic-settings = ">=2.5.2"
1151
+ pyjwt = {version = ">=2.10.1", extras = ["crypto"]}
1152
+ python-multipart = ">=0.0.9"
1153
+ pywin32 = {version = ">=310", markers = "sys_platform == \"win32\""}
1154
+ sse-starlette = ">=1.6.1"
1155
+ starlette = ">=0.27"
1156
+ typing-extensions = ">=4.9.0"
1157
+ typing-inspection = ">=0.4.1"
1158
+ uvicorn = {version = ">=0.31.1", markers = "sys_platform != \"emscripten\""}
1159
+ websockets = {version = ">=15.0.1", optional = true, markers = "extra == \"ws\""}
1160
+
1161
+ [package.extras]
1162
+ cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
1163
+ rich = ["rich (>=13.9.4)"]
1164
+ ws = ["websockets (>=15.0.1)"]
1165
+
1166
+ [[package]]
1167
+ name = "mcpadapt"
1168
+ version = "0.1.19"
1169
+ description = "Adapt MCP servers to many agentic framework."
1170
+ optional = false
1171
+ python-versions = ">=3.10"
1172
+ groups = ["main"]
1173
+ markers = "python_version < \"3.12\""
1174
+ files = [
1175
+ {file = "mcpadapt-0.1.19-py3-none-any.whl", hash = "sha256:052e91dea8b6f530770d6fd45a1640a8c34816d18d060918dc752c5221083525"},
1176
+ {file = "mcpadapt-0.1.19.tar.gz", hash = "sha256:dfab84fc75cc84a49a40bd61079773b1faf840227b74b82c71a7755b9c1957c5"},
1177
+ ]
1178
+
1179
+ [package.dependencies]
1180
+ jsonref = ">=1.1.0"
1181
+ mcp = {version = ">=1.10.1", extras = ["ws"]}
1182
+ pydantic = ">=2.10.6"
1183
+ python-dotenv = ">=1.0.1"
1184
+
1185
+ [package.extras]
1186
+ audio = ["soundfile (>=0.13.1)", "torchaudio (>=2.7.1)"]
1187
+ crewai = ["crewai (>=0.108.0)"]
1188
+ google-genai = ["google-genai (>=1.2.0)"]
1189
+ langchain = ["langchain (>=0.3.14)", "langchain-anthropic (>=0.3.1)", "langgraph (>=0.2.62)"]
1190
+ llamaindex = ["llama-index (>=0.12.14)"]
1191
+ smolagents = ["smolagents (>=1.2.2)"]
1192
+ test = ["crewai (>=0.108.0)", "google-genai (>=1.2.0)", "langchain (>=0.3.14)", "langchain-anthropic (>=0.3.1)", "langgraph (>=0.2.62)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-datadir (>=1.7.2)", "smolagents (>=1.2.2)", "soundfile (>=0.13.1)", "torchaudio (>=2.7.1)"]
1193
+
1194
+ [[package]]
1195
+ name = "mcpadapt"
1196
+ version = "0.1.20"
1197
+ description = "Adapt MCP servers to many agentic framework."
1198
+ optional = false
1199
+ python-versions = ">=3.12"
1200
+ groups = ["main"]
1201
+ markers = "python_version >= \"3.12\""
1202
+ files = [
1203
+ {file = "mcpadapt-0.1.20-py3-none-any.whl", hash = "sha256:117a661eb536dfb0b2a73e5730c2f5ad4e611263e014fb1cebaaff9e78a18f78"},
1204
+ {file = "mcpadapt-0.1.20.tar.gz", hash = "sha256:4047c0da61e481dd0673a48936a427da9e6547c6cf0d580ff4e4761dcf058ed1"},
1205
+ ]
1206
+
1207
+ [package.dependencies]
1208
+ jsonref = ">=1.1.0"
1209
+ mcp = {version = ">=1.10.1", extras = ["ws"]}
1210
+ pydantic = ">=2.10.6"
1211
+ python-dotenv = ">=1.0.1"
1212
+
1213
+ [package.extras]
1214
+ audio = ["soundfile (>=0.13.1)", "torchaudio (>=2.7.1)", "torchcodec (>=0.8.0)"]
1215
+ crewai = ["crewai (>=0.108.0)"]
1216
+ google-genai = ["google-genai (>=1.2.0)"]
1217
+ langchain = ["langchain (>=0.3.14)", "langchain-anthropic (>=0.3.1)", "langgraph (>=0.2.62)"]
1218
+ llamaindex = ["llama-index (>=0.12.14)"]
1219
+ smolagents = ["smolagents (>=1.2.2)"]
1220
+ test = ["crewai (>=0.108.0)", "google-genai (>=1.2.0)", "langchain (>=0.3.14)", "langchain-anthropic (>=0.3.1)", "langgraph (>=0.2.62)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-datadir (>=1.7.2)", "smolagents (>=1.2.2)", "soundfile (>=0.13.1)", "torchaudio (>=2.7.1)", "torchcodec (>=0.8.0)"]
1221
+
1222
  [[package]]
1223
  name = "mdurl"
1224
  version = "0.1.2"
 
1716
  typing = ["typing-extensions ; python_version < \"3.10\""]
1717
  xmp = ["defusedxml"]
1718
 
1719
+ [[package]]
1720
+ name = "pluggy"
1721
+ version = "1.6.0"
1722
+ description = "plugin and hook calling mechanisms for python"
1723
+ optional = false
1724
+ python-versions = ">=3.9"
1725
+ groups = ["main"]
1726
+ files = [
1727
+ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
1728
+ {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
1729
+ ]
1730
+
1731
+ [package.extras]
1732
+ dev = ["pre-commit", "tox"]
1733
+ testing = ["coverage", "pytest", "pytest-benchmark"]
1734
+
1735
+ [[package]]
1736
+ name = "pycparser"
1737
+ version = "2.23"
1738
+ description = "C parser in Python"
1739
+ optional = false
1740
+ python-versions = ">=3.8"
1741
+ groups = ["main"]
1742
+ markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
1743
+ files = [
1744
+ {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
1745
+ {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
1746
+ ]
1747
+
1748
  [[package]]
1749
  name = "pydantic"
1750
  version = "2.11.10"
 
1879
  [package.dependencies]
1880
  typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
1881
 
1882
+ [[package]]
1883
+ name = "pydantic-settings"
1884
+ version = "2.12.0"
1885
+ description = "Settings management using Pydantic"
1886
+ optional = false
1887
+ python-versions = ">=3.10"
1888
+ groups = ["main"]
1889
+ files = [
1890
+ {file = "pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809"},
1891
+ {file = "pydantic_settings-2.12.0.tar.gz", hash = "sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0"},
1892
+ ]
1893
+
1894
+ [package.dependencies]
1895
+ pydantic = ">=2.7.0"
1896
+ python-dotenv = ">=0.21.0"
1897
+ typing-inspection = ">=0.4.0"
1898
+
1899
+ [package.extras]
1900
+ aws-secrets-manager = ["boto3 (>=1.35.0)", "boto3-stubs[secretsmanager]"]
1901
+ azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
1902
+ gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
1903
+ toml = ["tomli (>=2.0.1)"]
1904
+ yaml = ["pyyaml (>=6.0.1)"]
1905
+
1906
  [[package]]
1907
  name = "pydub"
1908
  version = "0.25.1"
 
1930
  [package.extras]
1931
  windows-terminal = ["colorama (>=0.4.6)"]
1932
 
1933
+ [[package]]
1934
+ name = "pyjwt"
1935
+ version = "2.10.1"
1936
+ description = "JSON Web Token implementation in Python"
1937
+ optional = false
1938
+ python-versions = ">=3.9"
1939
+ groups = ["main"]
1940
+ files = [
1941
+ {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
1942
+ {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
1943
+ ]
1944
+
1945
+ [package.dependencies]
1946
+ cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""}
1947
+
1948
+ [package.extras]
1949
+ crypto = ["cryptography (>=3.4.0)"]
1950
+ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
1951
+ docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
1952
+ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
1953
+
1954
+ [[package]]
1955
+ name = "pytest"
1956
+ version = "9.0.1"
1957
+ description = "pytest: simple powerful testing with Python"
1958
+ optional = false
1959
+ python-versions = ">=3.10"
1960
+ groups = ["main"]
1961
+ files = [
1962
+ {file = "pytest-9.0.1-py3-none-any.whl", hash = "sha256:67be0030d194df2dfa7b556f2e56fb3c3315bd5c8822c6951162b92b32ce7dad"},
1963
+ {file = "pytest-9.0.1.tar.gz", hash = "sha256:3e9c069ea73583e255c3b21cf46b8d3c56f6e3a1a8f6da94ccb0fcf57b9d73c8"},
1964
+ ]
1965
+
1966
+ [package.dependencies]
1967
+ colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
1968
+ exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
1969
+ iniconfig = ">=1.0.1"
1970
+ packaging = ">=22"
1971
+ pluggy = ">=1.5,<2"
1972
+ pygments = ">=2.7.2"
1973
+ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
1974
+
1975
+ [package.extras]
1976
+ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
1977
+
1978
  [[package]]
1979
  name = "python-dateutil"
1980
  version = "2.9.0.post0"
 
1990
  [package.dependencies]
1991
  six = ">=1.5"
1992
 
1993
+ [[package]]
1994
+ name = "python-dotenv"
1995
+ version = "1.2.1"
1996
+ description = "Read key-value pairs from a .env file and set them as environment variables"
1997
+ optional = false
1998
+ python-versions = ">=3.9"
1999
+ groups = ["main"]
2000
+ files = [
2001
+ {file = "python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61"},
2002
+ {file = "python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6"},
2003
+ ]
2004
+
2005
+ [package.extras]
2006
+ cli = ["click (>=5.0)"]
2007
+
2008
  [[package]]
2009
  name = "python-multipart"
2010
  version = "0.0.20"
 
2029
  {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
2030
  ]
2031
 
2032
+ [[package]]
2033
+ name = "pywin32"
2034
+ version = "311"
2035
+ description = "Python for Window Extensions"
2036
+ optional = false
2037
+ python-versions = "*"
2038
+ groups = ["main"]
2039
+ markers = "sys_platform == \"win32\""
2040
+ files = [
2041
+ {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
2042
+ {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
2043
+ {file = "pywin32-311-cp310-cp310-win_arm64.whl", hash = "sha256:0502d1facf1fed4839a9a51ccbcc63d952cf318f78ffc00a7e78528ac27d7a2b"},
2044
+ {file = "pywin32-311-cp311-cp311-win32.whl", hash = "sha256:184eb5e436dea364dcd3d2316d577d625c0351bf237c4e9a5fabbcfa5a58b151"},
2045
+ {file = "pywin32-311-cp311-cp311-win_amd64.whl", hash = "sha256:3ce80b34b22b17ccbd937a6e78e7225d80c52f5ab9940fe0506a1a16f3dab503"},
2046
+ {file = "pywin32-311-cp311-cp311-win_arm64.whl", hash = "sha256:a733f1388e1a842abb67ffa8e7aad0e70ac519e09b0f6a784e65a136ec7cefd2"},
2047
+ {file = "pywin32-311-cp312-cp312-win32.whl", hash = "sha256:750ec6e621af2b948540032557b10a2d43b0cee2ae9758c54154d711cc852d31"},
2048
+ {file = "pywin32-311-cp312-cp312-win_amd64.whl", hash = "sha256:b8c095edad5c211ff31c05223658e71bf7116daa0ecf3ad85f3201ea3190d067"},
2049
+ {file = "pywin32-311-cp312-cp312-win_arm64.whl", hash = "sha256:e286f46a9a39c4a18b319c28f59b61de793654af2f395c102b4f819e584b5852"},
2050
+ {file = "pywin32-311-cp313-cp313-win32.whl", hash = "sha256:f95ba5a847cba10dd8c4d8fefa9f2a6cf283b8b88ed6178fa8a6c1ab16054d0d"},
2051
+ {file = "pywin32-311-cp313-cp313-win_amd64.whl", hash = "sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d"},
2052
+ {file = "pywin32-311-cp313-cp313-win_arm64.whl", hash = "sha256:7b4075d959648406202d92a2310cb990fea19b535c7f4a78d3f5e10b926eeb8a"},
2053
+ {file = "pywin32-311-cp314-cp314-win32.whl", hash = "sha256:b7a2c10b93f8986666d0c803ee19b5990885872a7de910fc460f9b0c2fbf92ee"},
2054
+ {file = "pywin32-311-cp314-cp314-win_amd64.whl", hash = "sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87"},
2055
+ {file = "pywin32-311-cp314-cp314-win_arm64.whl", hash = "sha256:a508e2d9025764a8270f93111a970e1d0fbfc33f4153b388bb649b7eec4f9b42"},
2056
+ {file = "pywin32-311-cp38-cp38-win32.whl", hash = "sha256:6c6f2969607b5023b0d9ce2541f8d2cbb01c4f46bc87456017cf63b73f1e2d8c"},
2057
+ {file = "pywin32-311-cp38-cp38-win_amd64.whl", hash = "sha256:c8015b09fb9a5e188f83b7b04de91ddca4658cee2ae6f3bc483f0b21a77ef6cd"},
2058
+ {file = "pywin32-311-cp39-cp39-win32.whl", hash = "sha256:aba8f82d551a942cb20d4a83413ccbac30790b50efb89a75e4f586ac0bb8056b"},
2059
+ {file = "pywin32-311-cp39-cp39-win_amd64.whl", hash = "sha256:e0c4cfb0621281fe40387df582097fd796e80430597cb9944f0ae70447bacd91"},
2060
+ {file = "pywin32-311-cp39-cp39-win_arm64.whl", hash = "sha256:62ea666235135fee79bb154e695f3ff67370afefd71bd7fea7512fc70ef31e3d"},
2061
+ ]
2062
+
2063
  [[package]]
2064
  name = "pyyaml"
2065
  version = "6.0.3"
 
2143
  {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
2144
  ]
2145
 
2146
+ [[package]]
2147
+ name = "referencing"
2148
+ version = "0.37.0"
2149
+ description = "JSON Referencing + Python"
2150
+ optional = false
2151
+ python-versions = ">=3.10"
2152
+ groups = ["main"]
2153
+ files = [
2154
+ {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
2155
+ {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"},
2156
+ ]
2157
+
2158
+ [package.dependencies]
2159
+ attrs = ">=22.2.0"
2160
+ rpds-py = ">=0.7.0"
2161
+ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
2162
+
2163
+ [[package]]
2164
+ name = "requests"
2165
+ version = "2.32.5"
2166
+ description = "Python HTTP for Humans."
2167
+ optional = false
2168
+ python-versions = ">=3.9"
2169
+ groups = ["main"]
2170
+ files = [
2171
+ {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
2172
+ {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
2173
+ ]
2174
+
2175
+ [package.dependencies]
2176
+ certifi = ">=2017.4.17"
2177
+ charset_normalizer = ">=2,<4"
2178
+ idna = ">=2.5,<4"
2179
+ urllib3 = ">=1.21.1,<3"
2180
+
2181
+ [package.extras]
2182
+ socks = ["PySocks (>=1.5.6,!=1.5.7)"]
2183
+ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
2184
+
2185
  [[package]]
2186
  name = "rich"
2187
  version = "14.2.0"
 
2201
  [package.extras]
2202
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2323
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2326
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2327
+ ]
2328
+
2329
  [[package]]
2330
  name = "ruff"
2331
  version = "0.14.5"
 
2413
  {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
2414
  ]
2415
 
2416
+ [[package]]
2417
+ name = "smolagents"
2418
+ version = "1.22.0"
2419
+ description = "🤗 smolagents: a barebones library for agents. Agents write python code to call tools or orchestrate other agents."
2420
+ optional = false
2421
+ python-versions = ">=3.10"
2422
+ groups = ["main"]
2423
+ files = [
2424
+ {file = "smolagents-1.22.0-py3-none-any.whl", hash = "sha256:5334adb4e7e5814cd814f1d9ad7efa806ef57f53db40635a29d2bd727774c5f5"},
2425
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2426
+ ]
2427
+
2428
+ [package.dependencies]
2429
+ huggingface-hub = ">=0.31.2"
2430
+ jinja2 = ">=3.1.4"
2431
+ mcp = {version = "*", optional = true, markers = "extra == \"mcp\""}
2432
+ mcpadapt = {version = ">=0.1.13", optional = true, markers = "extra == \"mcp\""}
2433
+ pillow = ">=10.0.1"
2434
+ python-dotenv = "*"
2435
+ requests = ">=2.32.3"
2436
+ rich = ">=13.9.4"
2437
+
2438
+ [package.extras]
2439
+ all = ["smolagents[audio,bedrock,docker,e2b,gradio,litellm,mcp,mlx-lm,modal,openai,telemetry,toolkit,transformers,vision]"]
2440
+ audio = ["smolagents[torch]", "soundfile"]
2441
+ bedrock = ["boto3 (>=1.36.18)"]
2442
+ dev = ["smolagents[quality,test]", "sqlalchemy"]
2443
+ docker = ["docker (>=7.1.0)", "websocket-client"]
2444
+ e2b = ["e2b-code-interpreter (>=1.0.3)", "python-dotenv (>=1.0.1)"]
2445
+ gradio = ["gradio (>=5.14.0)"]
2446
+ litellm = ["litellm (>=1.60.2)"]
2447
+ mcp = ["mcp", "mcpadapt (>=0.1.13)"]
2448
+ mlx-lm = ["mlx-lm"]
2449
+ modal = ["modal (>=1.1.3)", "websocket-client"]
2450
+ openai = ["openai (>=1.58.1)"]
2451
+ quality = ["ruff (>=0.9.0)"]
2452
+ telemetry = ["arize-phoenix", "openinference-instrumentation-smolagents (>=0.1.15)", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
2453
+ test = ["Wikipedia-API (>=0.8.1)", "ipython (>=8.31.0)", "mlx[cpu]", "pandas (>=2.2.3)", "pytest (>=8.1.0)", "pytest-datadir", "pytest-timeout", "python-dotenv (>=1.0.1)", "rank-bm25", "smolagents[all]"]
2454
+ toolkit = ["ddgs (>=9.0.0)", "markdownify (>=0.14.1)"]
2455
+ torch = ["numpy (>=1.21.2)", "torch", "torchvision"]
2456
+ transformers = ["accelerate", "smolagents[torch]", "transformers (>=4.0.0)"]
2457
+ vision = ["helium", "selenium"]
2458
+ vllm = ["torch", "vllm"]
2459
+
2460
  [[package]]
2461
  name = "sniffio"
2462
  version = "1.3.1"
 
2469
  {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
2470
  ]
2471
 
2472
+ [[package]]
2473
+ name = "sse-starlette"
2474
+ version = "3.0.3"
2475
+ description = "SSE plugin for Starlette"
2476
+ optional = false
2477
+ python-versions = ">=3.9"
2478
+ groups = ["main"]
2479
+ files = [
2480
+ {file = "sse_starlette-3.0.3-py3-none-any.whl", hash = "sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431"},
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2482
+ ]
2483
+
2484
+ [package.dependencies]
2485
+ anyio = ">=4.7.0"
2486
+
2487
+ [package.extras]
2488
+ daphne = ["daphne (>=4.2.0)"]
2489
+ examples = ["aiosqlite (>=0.21.0)", "fastapi (>=0.115.12)", "sqlalchemy[asyncio] (>=2.0.41)", "starlette (>=0.49.1)", "uvicorn (>=0.34.0)"]
2490
+ granian = ["granian (>=2.3.1)"]
2491
+ uvicorn = ["uvicorn (>=0.34.0)"]
2492
+
2493
  [[package]]
2494
  name = "starlette"
2495
  version = "0.49.3"
 
2509
  [package.extras]
2510
  full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
2511
 
2512
+ [[package]]
2513
+ name = "tomli"
2514
+ version = "2.3.0"
2515
+ description = "A lil' TOML parser"
2516
+ optional = false
2517
+ python-versions = ">=3.8"
2518
+ groups = ["main"]
2519
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2520
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2521
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+ {file = "tomli-2.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b"},
2557
+ {file = "tomli-2.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67"},
2558
+ {file = "tomli-2.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f"},
2559
+ {file = "tomli-2.3.0-cp314-cp314t-win32.whl", hash = "sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0"},
2560
+ {file = "tomli-2.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba"},
2561
+ {file = "tomli-2.3.0-py3-none-any.whl", hash = "sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b"},
2562
+ {file = "tomli-2.3.0.tar.gz", hash = "sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549"},
2563
+ ]
2564
+
2565
  [[package]]
2566
  name = "tomlkit"
2567
  version = "0.13.3"
 
2672
  {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
2673
  ]
2674
 
2675
+ [[package]]
2676
+ name = "urllib3"
2677
+ version = "2.5.0"
2678
+ description = "HTTP library with thread-safe connection pooling, file post, and more."
2679
+ optional = false
2680
+ python-versions = ">=3.9"
2681
+ groups = ["main"]
2682
+ files = [
2683
+ {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
2684
+ {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
2685
+ ]
2686
+
2687
+ [package.extras]
2688
+ brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
2689
+ h2 = ["h2 (>=4,<5)"]
2690
+ socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
2691
+ zstd = ["zstandard (>=0.18.0)"]
2692
+
2693
  [[package]]
2694
  name = "uvicorn"
2695
  version = "0.38.0"
 
2792
  [metadata]
2793
  lock-version = "2.1"
2794
  python-versions = ">=3.10"
2795
+ content-hash = "f3c436d52951872d904881660cd71283ba5c6433fc2215faec5446cc096a02d7"
pyproject.toml CHANGED
@@ -1,20 +1,26 @@
 
1
  [project]
2
- name = "mcp"
3
  version = "0.1.0"
4
- description = ""
5
  authors = [
6
  { name = "thatgeeman", email = "[email protected]" },
7
  ]
8
  readme = "README.md"
9
  requires-python = ">=3.10"
10
- dependencies = ["gradio (>=5.49.1,<6.0.0)"]
 
 
 
 
 
 
11
 
12
 
13
  [build-system]
14
  requires = ["poetry-core>=2.0.0,<3.0.0"]
15
  build-backend = "poetry.core.masonry.api"
16
 
17
-
18
  [tool.poetry]
19
  package-mode = true
20
- packages = [{ include = "src" }]
 
1
+
2
  [project]
3
+ name = "upgrade-advisor"
4
  version = "0.1.0"
5
+ description = "An AI-powered GitHub App that suggests dependency upgrades for your repositories."
6
  authors = [
7
  { name = "thatgeeman", email = "[email protected]" },
8
  ]
9
  readme = "README.md"
10
  requires-python = ">=3.10"
11
+ dependencies = [
12
+ "python-dotenv (>=1.2.1,<2.0.0)",
13
+ "smolagents[mcp] (>=1.22.0,<2.0.0)",
14
+ "gradio (>=5.49.1,<6.0.0)",
15
+ "mcp (>=1.21.1,<2.0.0)",
16
+ "pytest (>=9.0.1,<10.0.0)",
17
+ ]
18
 
19
 
20
  [build-system]
21
  requires = ["poetry-core>=2.0.0,<3.0.0"]
22
  build-backend = "poetry.core.masonry.api"
23
 
 
24
  [tool.poetry]
25
  package-mode = true
26
+ packages = [{ include = "src/upgrade_advisor" }]
src/agents/__init__.py DELETED
File without changes
src/tools/tools.py DELETED
File without changes
src/{tools → upgrade_advisor/tools}/__init__.py RENAMED
File without changes
src/upgrade_advisor/tools/tools.py ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import re
2
+
3
+ from smolagents import tool
4
+
5
+
6
+ @tool
7
+ def resolve_repo_from_url(url: str) -> dict:
8
+ """Given a GitHub repository URL, return the owner and repo name.
9
+
10
+ Args:
11
+ url (str): The GitHub repository URL.
12
+ """
13
+ pattern = r"https?://github\.com/([^/]+)/([^/]+)(?:\.git)?/?"
14
+ match = re.match(pattern, url)
15
+ if match:
16
+ owner, repo = match.groups()
17
+ # Remove .git suffix if present
18
+ if repo.endswith(".git"):
19
+ repo = repo[:-4]
20
+ return {"owner": owner, "repo": repo}
21
+ else:
22
+ raise ValueError("Invalid GitHub repository URL.")
23
+
24
+
25
+ @tool
26
+ def resolve_repo_from_name(name: str) -> dict:
27
+ """Given a GitHub repository name, return the owner and repo name.
28
+
29
+ Args:
30
+ name (str): The GitHub repository name.
31
+ """
32
+ raise NotImplementedError("This tool is not yet implemented.")
33
+
34
+
35
+ @tool
36
+ def pypi_search(package: str, version: str) -> dict:
37
+ """
38
+ Lookup the PyPI repository for package information given its name and version.
39
+
40
+ Args:
41
+ package (str): Name of the package to lookup
42
+ version (str): Version number of the package
43
+ """
44
+ raise NotImplementedError
tests/test_tools.py ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from src.upgrade_advisor.tools import resolve_repo_from_url
2
+
3
+
4
+ def test_resolve_repo_from_url():
5
+ url = "https://github.com/owner/repo.git"
6
+ result = resolve_repo_from_url(url)
7
+ assert result == {"owner": "owner", "repo": "repo"}
8
+
9
+
10
+ def test_resolve_repo_from_url_without_suffix():
11
+ url = "https://github.com/owner/repo"
12
+ result = resolve_repo_from_url(url)
13
+ assert result == {"owner": "owner", "repo": "repo"}
14
+
15
+
16
+ def test_resolve_repo_from_url_invalid():
17
+ url = "https://notgithub.com/owner/repo"
18
+ try:
19
+ resolve_repo_from_url(url)
20
+ except ValueError:
21
+ assert True