1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
|
import logging
import os
import sys
import yaml
import gitlab
import subprocess
from typing import Any, Optional
from mcp.server.fastmcp import FastMCP
logger = logging.getLogger("mcp_gitlab_python_server")
def get_git_remote_url(working_directory: str) -> Optional[str]:
try:
result = subprocess.run([
"git", "remote", "get-url", "origin"
], capture_output=True, text=True, check=False, cwd=working_directory)
if result.returncode == 0:
return result.stdout.strip()
except Exception as e:
logger.warning(f"Could not get git remote url: {e}")
return None
def parse_gitlab_url_from_remote(remote_url: str) -> Optional[str]:
# Handles both SSH and HTTPS remotes
if remote_url.startswith("git@"):
# git@gitlab.com:namespace/project.git
host = remote_url.split('@')[1].split(':')[0]
return f"https://{host}"
elif remote_url.startswith("https://"):
# https://gitlab.com/namespace/project.git
parts = remote_url.split('/')
if len(parts) > 2:
return f"{parts[0]}//{parts[2]}"
return None
def get_token_from_glab_config() -> Optional[str]:
config_path = os.path.expanduser("~/.config/glab-cli/config.yml")
if not os.path.exists(config_path):
return None
try:
with open(config_path, "r") as f:
config = yaml.safe_load(f)
# Try to find a token in the config (glab stores tokens per host)
hosts = config.get('hosts', {})
for host, data in hosts.items():
if 'token' in data:
return data['token']
except Exception as e:
logger.warning(f"Could not parse glab-cli config: {e}")
return None
def get_gitlab_settings(working_directory: str) -> tuple[str, str]:
# URL
url = os.environ.get("GITLAB_HOST")
if not url:
remote_url = get_git_remote_url(working_directory)
if remote_url:
url = parse_gitlab_url_from_remote(remote_url)
if not url:
url = "https://gitlab.com" # fallback default
# Token
token = os.environ.get("GITLAB_TOKEN")
if not token:
token = get_token_from_glab_config()
if not token:
raise RuntimeError("No GitLab token found in env or glab-cli config.")
return url, token
class GitLabPythonServer:
def __init__(self, working_directory: str):
url, token = get_gitlab_settings(working_directory)
self.gl = gitlab.Gitlab(url, private_token=token)
self.gl.auth()
def find_project(self, project_name: str) -> list[dict[str, Any]]:
projects = self.gl.projects.list(search=project_name, all=True)
return [
{
"id": p.id,
"name": p.name,
"path_with_namespace": p.path_with_namespace,
"web_url": p.web_url,
"description": p.description,
}
for p in projects
]
def search_issues(self, project: str, **filters) -> dict[str, Any]:
try:
proj = self.gl.projects.get(project)
issues = proj.issues.list(**filters, all=True)
return {
"issues": [
{
"id": i.id,
"iid": i.iid,
"title": i.title,
"web_url": i.web_url,
"state": i.state,
"created_at": i.created_at,
"updated_at": i.updated_at,
}
for i in issues
]
}
except Exception as e:
return {"error": str(e)}
def create_issue(self, project: str, title: str, description: str, **kwargs) -> dict[str, Any]:
try:
proj = self.gl.projects.get(project)
issue = proj.issues.create({"title": title, "description": description, **kwargs})
return {"url": issue.web_url}
except Exception as e:
return {"error": str(e)}
def get_mr_diff(
self,
project: str,
mr_iid: int,
max_size_kb: int = 100,
filter_extensions: Optional[list[str]] = None,
) -> dict[str, Any]:
import tempfile
if filter_extensions is None:
filter_extensions = [".lock", ".log"]
try:
proj = self.gl.projects.get(project)
mr = proj.mergerequests.get(mr_iid)
# Get the diff as a list of dicts (one per file)
diffs = mr.diffs.list(get_all=True)
# Build unified diff string
diff_content = ""
for diff in diffs:
old_path = diff.old_path
new_path = diff.new_path
# Filter by extension
if any(
old_path.endswith(ext) or new_path.endswith(ext)
for ext in filter_extensions
):
continue
diff_content += f"diff --git a/{old_path} b/{new_path}\n"
diff_content += diff.diff + "\n"
diff_size_kb = len(diff_content.encode("utf-8")) / 1024
if diff_size_kb > max_size_kb:
try:
with tempfile.NamedTemporaryFile(
mode="w",
suffix=".diff",
prefix="mr_diff_",
delete=False,
encoding="utf-8"
) as temp_file:
temp_file.write(diff_content)
temp_path = temp_file.name
return {
"diff_too_large": True,
"size_kb": round(diff_size_kb, 2),
"max_size_kb": max_size_kb,
"temp_file_path": temp_path,
"message": (
f"Diff is too large ({diff_size_kb:.2f} KB > "
f"{max_size_kb} KB). Content saved to temporary file: "
f"{temp_path}"
)
}
except Exception as e:
return {
"error": (
f"Diff is too large ({diff_size_kb:.2f} KB) and failed to "
f"create temporary file: {str(e)}"
)
}
return {
"diff": diff_content,
"size_kb": round(diff_size_kb, 2),
"temp_file_path": None
}
except Exception as e:
return {"error": str(e)}
def run_ci_pipeline(
self,
project: str,
branch: str = None,
variables: Optional[dict] = None,
web_mode: bool = False,
working_directory: str = None,
) -> dict[str, Any]:
import subprocess
try:
proj = self.gl.projects.get(project)
ref = branch
if not ref:
# Try to detect current branch
try:
result = subprocess.run([
"git", "branch", "--show-current"
], capture_output=True, text=True, check=False, cwd=working_directory)
if result.returncode == 0 and result.stdout.strip():
ref = result.stdout.strip()
except Exception:
ref = None
if not ref:
# If still no branch, let GitLab use default
ref = proj.default_branch
# Prepare variables
pipeline_vars = variables.copy() if variables else {}
if web_mode:
pipeline_vars["CI_PIPELINE_SOURCE"] = "web"
pipeline = proj.pipelines.create({
"ref": ref,
"variables": [
{"key": k, "value": v} for k, v in pipeline_vars.items()
] if pipeline_vars else None
})
info = {
"success": True,
"pipeline_id": pipeline.id,
"pipeline_url": pipeline.web_url,
"branch": ref,
"web_mode": web_mode,
}
return info
except Exception as e:
return {"error": str(e)}
def create_server(host: str = "127.0.0.1", port: int = 8080) -> FastMCP:
mcp = FastMCP("GitLab Python", host=host, port=port)
@mcp.tool()
def find_project(project_name: str, working_directory: str) -> list[dict[str, Any]]:
"""Find GitLab projects by name."""
server = GitLabPythonServer(working_directory)
return server.find_project(project_name)
@mcp.tool()
def search_issues(
project: str,
working_directory: str,
author_id: Optional[int] = None,
assignee_id: Optional[int] = None,
state: Optional[str] = None,
labels: Optional[list[str]] = None,
milestone: Optional[str] = None,
**kwargs
) -> dict[str, Any]:
"""Search for GitLab issues with various filters."""
server = GitLabPythonServer(working_directory)
filters = {k: v for k, v in locals().items() if v is not None and k not in ["project", "working_directory", "kwargs"]}
if labels:
filters["labels"] = ",".join(labels)
filters.update(kwargs)
return server.search_issues(project, **filters)
@mcp.tool()
def create_issue(
project: str,
title: str,
description: str,
working_directory: str,
labels: Optional[list[str]] = None,
assignee_ids: Optional[list[int]] = None,
milestone_id: Optional[int] = None,
**kwargs
) -> dict[str, Any]:
"""Create a new GitLab issue."""
server = GitLabPythonServer(working_directory)
data = {}
if labels:
data["labels"] = labels
if assignee_ids:
data["assignee_ids"] = assignee_ids
if milestone_id:
data["milestone_id"] = milestone_id
data.update(kwargs)
return server.create_issue(project, title, description, **data)
@mcp.tool()
def get_mr_diff(
project: str,
mr_iid: int,
working_directory: str,
max_size_kb: int = 100,
filter_extensions: Optional[list[str]] = None,
) -> dict[str, Any]:
"""Get the diff for a merge request."""
server = GitLabPythonServer(working_directory)
return server.get_mr_diff(
project=project,
mr_iid=mr_iid,
max_size_kb=max_size_kb,
filter_extensions=filter_extensions,
)
@mcp.tool()
def run_ci_pipeline(
project: str,
working_directory: str,
branch: str = None,
variables: Optional[dict] = None,
web_mode: bool = False,
) -> dict[str, Any]:
"""Run a CI/CD pipeline on GitLab."""
server = GitLabPythonServer(working_directory)
return server.run_ci_pipeline(
project=project,
branch=branch,
variables=variables,
web_mode=web_mode,
working_directory=working_directory,
)
return mcp
async def main(transport_type: str, host: str, port: int) -> None:
logger.info("Starting MCP GitLab Python Server")
mcp = create_server(host=host, port=port)
if transport_type == "stdio":
logger.info("Server running with stdio transport")
await mcp.run_stdio_async()
else:
logger.info(f"Server running with remote transport on {host}:{port}")
await mcp.run_sse_async()
|