Spaces:
Sleeping
Sleeping
uratmangun
commited on
✨ feat: initial commit for MCP-Server-Demo
Browse files
README.md
CHANGED
|
@@ -1,16 +1,40 @@
|
|
| 1 |
---
|
| 2 |
-
title: mcp
|
| 3 |
emoji: 💻
|
| 4 |
colorFrom: indigo
|
| 5 |
colorTo: blue
|
| 6 |
sdk: gradio
|
| 7 |
sdk_version: 5.33.0
|
| 8 |
app_file: app.py
|
| 9 |
-
pinned:
|
| 10 |
license: apache-2.0
|
| 11 |
-
short_description:
|
| 12 |
tags:
|
| 13 |
- mcp-server-track
|
| 14 |
---
|
| 15 |
|
| 16 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
title: huggingface-mcp
|
| 3 |
emoji: 💻
|
| 4 |
colorFrom: indigo
|
| 5 |
colorTo: blue
|
| 6 |
sdk: gradio
|
| 7 |
sdk_version: 5.33.0
|
| 8 |
app_file: app.py
|
| 9 |
+
pinned: true
|
| 10 |
license: apache-2.0
|
| 11 |
+
short_description: some huggingface api as a mcp
|
| 12 |
tags:
|
| 13 |
- mcp-server-track
|
| 14 |
---
|
| 15 |
|
| 16 |
+
## Available MCP Functions
|
| 17 |
+
|
| 18 |
+
This Gradio application exposes the following functions as an MCP server:
|
| 19 |
+
|
| 20 |
+
1. **`list_my_hf_spaces`**
|
| 21 |
+
* **Description:** Lists all public Hugging Face Spaces for a given username or organization.
|
| 22 |
+
* **Parameters:**
|
| 23 |
+
* `hf_username_or_org` (string): The Hugging Face username or organization name.
|
| 24 |
+
* **Interface Tab:** "List Spaces by User/Org"
|
| 25 |
+
|
| 26 |
+
2. **`list_my_hf_organizations`**
|
| 27 |
+
* **Description:** Lists the Hugging Face organizations the user (identified by the token) is a member of.
|
| 28 |
+
* **Parameters:**
|
| 29 |
+
* `token` (string, optional): Hugging Face API token. If left blank or not provided, it attempts to use the token from `huggingface-cli login`.
|
| 30 |
+
* **Interface Tab:** "List My Organizations"
|
| 31 |
+
|
| 32 |
+
3. **`list_organization_spaces`**
|
| 33 |
+
* **Description:** Lists all public Hugging Face Spaces for a given organization.
|
| 34 |
+
* **Parameters:**
|
| 35 |
+
* `org_name` (string): The name of the Hugging Face organization.
|
| 36 |
+
* **Interface Tab:** "List Org Spaces"
|
| 37 |
+
|
| 38 |
+
These functions can be called via the MCP protocol if this Gradio app is configured as an MCP server endpoint.
|
| 39 |
+
|
| 40 |
+
# video demo
|
app.py
CHANGED
|
@@ -1,28 +1,200 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
"""
|
| 5 |
-
|
| 6 |
|
| 7 |
Args:
|
| 8 |
-
|
| 9 |
-
letter (str): The letter to search for
|
| 10 |
|
| 11 |
Returns:
|
| 12 |
-
|
|
|
|
|
|
|
| 13 |
"""
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
)
|
| 26 |
|
| 27 |
if __name__ == "__main__":
|
| 28 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
|
| 3 |
+
from huggingface_hub import list_spaces, whoami, HfFolder
|
| 4 |
+
from huggingface_hub.hf_api import HfHubHTTPError
|
| 5 |
+
|
| 6 |
+
def list_my_hf_spaces(hf_username_or_org: str):
|
| 7 |
+
"""
|
| 8 |
+
Lists all Hugging Face Spaces for a given username or organization.
|
| 9 |
+
|
| 10 |
+
Args:
|
| 11 |
+
hf_username_or_org (str): The Hugging Face username or organization name.
|
| 12 |
+
|
| 13 |
+
Returns:
|
| 14 |
+
list: A list of dictionaries, where each dictionary contains details of a space.
|
| 15 |
+
Suitable for use with gradio.DataFrame. Returns a list with an error
|
| 16 |
+
message if an issue occurs.
|
| 17 |
+
"""
|
| 18 |
+
try:
|
| 19 |
+
print(f"Fetching Hugging Face Spaces for user/org: {hf_username_or_org}") # Server-side log
|
| 20 |
+
if not hf_username_or_org or not hf_username_or_org.strip():
|
| 21 |
+
# Return list of lists format for error
|
| 22 |
+
return [["Error", "Username/Organization cannot be empty.", "-", "-", "-", "-"]]
|
| 23 |
+
|
| 24 |
+
spaces_objects = list_spaces(author=hf_username_or_org.strip())
|
| 25 |
+
|
| 26 |
+
if not spaces_objects:
|
| 27 |
+
# Return list of lists format for no spaces found
|
| 28 |
+
return [[f"No spaces found for '{hf_username_or_org}'", "Check username/org or authentication.", "-", "-", "-", "-"]]
|
| 29 |
+
|
| 30 |
+
spaces_data_list_of_lists = []
|
| 31 |
+
for space in spaces_objects:
|
| 32 |
+
row = [
|
| 33 |
+
f"[{space.id}](https://huggingface.co/spaces/{space.id})",
|
| 34 |
+
getattr(space, 'author', 'N/A'),
|
| 35 |
+
str(getattr(space, 'lastModified', 'N/A')),
|
| 36 |
+
str(getattr(space, 'private', 'N/A')),
|
| 37 |
+
str(getattr(space, 'gated', 'N/A')),
|
| 38 |
+
getattr(space, 'sdk', 'N/A')
|
| 39 |
+
]
|
| 40 |
+
spaces_data_list_of_lists.append(row)
|
| 41 |
+
|
| 42 |
+
return spaces_data_list_of_lists
|
| 43 |
+
|
| 44 |
+
except Exception as e:
|
| 45 |
+
error_message = f"An error occurred: {str(e)}. Ensure correct username/org and HF authentication (huggingface-cli login or HF_TOKEN)."
|
| 46 |
+
print(error_message) # Server-side log
|
| 47 |
+
# Return list of lists format for exception
|
| 48 |
+
return [["Error", error_message, "-", "-", "-", "-"]]
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
def list_my_hf_organizations(token: str = None):
|
| 52 |
+
"""
|
| 53 |
+
Lists organizations the Hugging Face user (identified by the token) is a member of.
|
| 54 |
+
|
| 55 |
+
Args:
|
| 56 |
+
token (str, optional): Hugging Face API token.
|
| 57 |
+
If None or empty, attempts to load token via HfFolder.get_token().
|
| 58 |
+
|
| 59 |
+
Returns:
|
| 60 |
+
list: A list of lists, where each inner list contains an organization name (as a Markdown link).
|
| 61 |
+
Suitable for use with gradio.DataFrame.
|
| 62 |
+
"""
|
| 63 |
+
try:
|
| 64 |
+
if not token: # If token param is None or empty
|
| 65 |
+
token = HfFolder.get_token()
|
| 66 |
+
if not token:
|
| 67 |
+
return [["Error: Not logged in", "Please log in using 'huggingface-cli login'."]]
|
| 68 |
+
|
| 69 |
+
print("Fetching organizations for the authenticated user...") # Server-side log
|
| 70 |
+
user_info = whoami(token=token)
|
| 71 |
+
|
| 72 |
+
if not user_info or 'orgs' not in user_info:
|
| 73 |
+
return [["Info", "No organization information found or user data incomplete."]]
|
| 74 |
+
|
| 75 |
+
org_list_from_api = user_info.get('orgs', [])
|
| 76 |
+
if not org_list_from_api:
|
| 77 |
+
return [["Info", "Authenticated user is not a member of any organizations."]]
|
| 78 |
+
|
| 79 |
+
orgs_data = []
|
| 80 |
+
for org_dict in org_list_from_api:
|
| 81 |
+
org_name = org_dict.get('name')
|
| 82 |
+
if org_name:
|
| 83 |
+
org_link = f"[{org_name}](https://huggingface.co/{org_name})"
|
| 84 |
+
orgs_data.append([org_link]) # Store as a list containing the Markdown link
|
| 85 |
+
|
| 86 |
+
if not orgs_data:
|
| 87 |
+
return [["Info", "Found organization entries but no names extracted."]]
|
| 88 |
+
return orgs_data
|
| 89 |
+
|
| 90 |
+
except HfHubHTTPError as e:
|
| 91 |
+
if e.response.status_code == 401:
|
| 92 |
+
error_msg = "Authentication error. Please ensure you are logged in ('huggingface-cli login')."
|
| 93 |
+
else:
|
| 94 |
+
error_msg = f"API Error: {str(e)}"
|
| 95 |
+
print(error_msg) # Server-side log
|
| 96 |
+
return [["Error", error_msg]]
|
| 97 |
+
except Exception as e:
|
| 98 |
+
error_message = f"An unexpected error occurred: {str(e)}"
|
| 99 |
+
print(error_message) # Server-side log
|
| 100 |
+
return [["Error", error_message]]
|
| 101 |
+
|
| 102 |
+
|
| 103 |
+
def list_organization_spaces(org_name: str):
|
| 104 |
"""
|
| 105 |
+
Lists all public Hugging Face Spaces for a given organization.
|
| 106 |
|
| 107 |
Args:
|
| 108 |
+
org_name (str): The name of the Hugging Face organization.
|
|
|
|
| 109 |
|
| 110 |
Returns:
|
| 111 |
+
list: A list of lists, where each inner list contains Space details.
|
| 112 |
+
Suitable for use with gradio.DataFrame.
|
| 113 |
+
The Space ID is formatted as a Markdown link.
|
| 114 |
"""
|
| 115 |
+
try:
|
| 116 |
+
if not org_name or not org_name.strip():
|
| 117 |
+
return [["Error", "Organization name cannot be empty.", "-", "-", "-", "-"]]
|
| 118 |
+
|
| 119 |
+
print(f"Fetching Hugging Face Spaces for organization: {org_name.strip()}") # Server-side log
|
| 120 |
+
spaces_objects = list_spaces(author=org_name.strip()) # Use author field for organization
|
| 121 |
+
|
| 122 |
+
if not spaces_objects:
|
| 123 |
+
return [[f"No Spaces found for organization '{org_name.strip()}'", "Organization may not exist or have no public spaces.", "-", "-", "-", "-"]]
|
| 124 |
+
|
| 125 |
+
spaces_data_list_of_lists = []
|
| 126 |
+
for space in spaces_objects:
|
| 127 |
+
row = [
|
| 128 |
+
f"[{space.id}](https://huggingface.co/spaces/{space.id})",
|
| 129 |
+
getattr(space, 'author', 'N/A'),
|
| 130 |
+
str(getattr(space, 'lastModified', 'N/A')),
|
| 131 |
+
str(getattr(space, 'private', 'N/A')),
|
| 132 |
+
str(getattr(space, 'gated', 'N/A')),
|
| 133 |
+
getattr(space, 'sdk', 'N/A')
|
| 134 |
+
]
|
| 135 |
+
spaces_data_list_of_lists.append(row)
|
| 136 |
+
|
| 137 |
+
return spaces_data_list_of_lists
|
| 138 |
+
|
| 139 |
+
except HfHubHTTPError as e:
|
| 140 |
+
error_msg = f"API Error for organization '{org_name.strip()}': {str(e)}"
|
| 141 |
+
print(error_msg) # Server-side log
|
| 142 |
+
return [["Error", error_msg, "-", "-", "-", "-"]]
|
| 143 |
+
except Exception as e:
|
| 144 |
+
error_message = f"An unexpected error occurred for organization '{org_name.strip()}': {str(e)}"
|
| 145 |
+
print(error_message) # Server-side log
|
| 146 |
+
return [["Error", error_message, "-", "-", "-", "-"]]
|
| 147 |
+
|
| 148 |
+
|
| 149 |
+
# Gradio interface for listing Hugging Face Spaces
|
| 150 |
+
hf_spaces_interface = gr.Interface(
|
| 151 |
+
fn=list_my_hf_spaces,
|
| 152 |
+
inputs=[gr.Textbox(label="Hugging Face Username or Organization", placeholder="e.g., huggingface, stabilityai, or your_username")],
|
| 153 |
+
outputs=[gr.DataFrame(
|
| 154 |
+
headers=["ID", "Author", "Last Modified", "Private", "Gated", "SDK"],
|
| 155 |
+
label="Hugging Face Spaces",
|
| 156 |
+
wrap=True, # Allow text wrapping in cells
|
| 157 |
+
datatype=["markdown", "str", "str", "str", "str", "str"] # Render first column as Markdown
|
| 158 |
+
)],
|
| 159 |
+
title="Hugging Face api as mcp",
|
| 160 |
+
description="Enter a Hugging Face username or organization to list their public Spaces.",
|
| 161 |
+
examples=[["huggingface"], ["stabilityai"], ["gradio"]],
|
| 162 |
+
allow_flagging='never'
|
| 163 |
+
)
|
| 164 |
+
|
| 165 |
+
hf_orgs_interface = gr.Interface(
|
| 166 |
+
fn=list_my_hf_organizations,
|
| 167 |
+
inputs=[gr.Textbox(label="Hugging Face Token (Optional)", placeholder="hf_xxx... or leave blank to use logged-in user", type="password")],
|
| 168 |
+
outputs=[gr.DataFrame(
|
| 169 |
+
headers=["My Organization Name"],
|
| 170 |
+
label="My Hugging Face Organizations",
|
| 171 |
+
wrap=True,
|
| 172 |
+
datatype=["markdown"] # Render column as Markdown
|
| 173 |
+
)],
|
| 174 |
+
title="My Hugging Face Organizations Lister",
|
| 175 |
+
description="Lists the Hugging Face organizations you are a member of. Requires you to be logged in via 'huggingface-cli login'. Get your token from [here](https://huggingface.co/settings/tokens). Click 'Submit' to refresh.",
|
| 176 |
+
allow_flagging='never'
|
| 177 |
+
)
|
| 178 |
+
|
| 179 |
+
|
| 180 |
+
hf_org_spaces_interface = gr.Interface(
|
| 181 |
+
fn=list_organization_spaces,
|
| 182 |
+
inputs=[gr.Textbox(label="Organization Name", placeholder="e.g., huggingface, stabilityai")],
|
| 183 |
+
outputs=[gr.DataFrame(
|
| 184 |
+
headers=["ID", "Author", "Last Modified", "Private", "Gated", "SDK"],
|
| 185 |
+
label="Organization's Hugging Face Spaces",
|
| 186 |
+
wrap=True,
|
| 187 |
+
datatype=["markdown", "str", "str", "str", "str", "str"]
|
| 188 |
+
)],
|
| 189 |
+
title="List Organization's Spaces",
|
| 190 |
+
description="Enter a public Hugging Face organization name to list their Spaces.",
|
| 191 |
+
examples=[["huggingface"], ["stabilityai"], ["google"]],
|
| 192 |
+
allow_flagging='never'
|
| 193 |
)
|
| 194 |
|
| 195 |
if __name__ == "__main__":
|
| 196 |
+
tabbed_demo = gr.TabbedInterface(
|
| 197 |
+
[hf_spaces_interface, hf_orgs_interface, hf_org_spaces_interface],
|
| 198 |
+
["List Spaces by User/Org", "List My Organizations", "List Org Spaces"]
|
| 199 |
+
)
|
| 200 |
+
tabbed_demo.launch(mcp_server=True, share=True)
|