Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for GitLab integration GitLab MCP Server A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools. Features - ๐ Get merge request details (title, description, metadata) - ๐ Retrieve merge request diffs - ๐ List merge requests for a project - ๐ Get pipelines for a merge request - ๐งฐ Get jobs for a pip Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
gitlab-mcp-server is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP server for GitLab integration GitLab MCP Server A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools. Features - ๐ Get merge request details (title, description, metadata) - ๐ Retrieve merge request diffs - ๐ List merge requests for a project - ๐ Get pipelines for a merge request - ๐งฐ Get jobs for a pip
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Alesdrobysh
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/alesdrobysh/gitlab-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Alesdrobysh
Protocol compatibility
MCP
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
npm install
bash
npm run build
bash
cp .env.example .env # Edit .env with your GitLab configuration
bash
# Development mode npm run dev # Production mode npm run build && npm start
bash
# Build first npm run build # Instance 1 (in terminal 1) GITLAB_HOST=https://gitlab.example.com GITLAB_API_TOKEN=token1 MCP_INSTANCE_ID=instance1 npm start # Instance 2 (in terminal 2) GITLAB_HOST=https://gitlab.com GITLAB_API_TOKEN=token2 MCP_INSTANCE_ID=instance2 npm start # Instance 3 (in terminal 3) GITLAB_HOST=https://gitlab.internal.com GITLAB_API_TOKEN=token3 MCP_INSTANCE_ID=instance3 npm start
javascript
// Get merge request details only
await callTool("get_merge_request", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get merge request details with diff
await callTool("get_merge_request", {
projectId: "123",
mergeRequestIid: 42,
includeDiff: true
});
// List open merge requests
await callTool("list_merge_requests", {
projectId: "mygroup/myproject",
state: "opened"
});
// List pipelines for an MR
await callTool("get_merge_request_pipelines", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get jobs from pipeline
await callTool("get_pipeline_jobs", {
projectId: "mygroup/myproject",
pipelineId: 123456
});
// Get failed jobs from latest MR pipeline
await callTool("get_failed_jobs", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get raw CI job log
await callTool("get_job_log", {
projectId: "mygroup/myproject",
jobId: 987654
});
// Get artifact metadata and links
await callTool("get_job_artifacts", {
projectId: "mygroup/myproject",
jobId: 987654
});Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for GitLab integration GitLab MCP Server A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools. Features - ๐ Get merge request details (title, description, metadata) - ๐ Retrieve merge request diffs - ๐ List merge requests for a project - ๐ Get pipelines for a merge request - ๐งฐ Get jobs for a pip
A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools.
npm install
npm run build
Set the following environment variables:
GITLAB_HOST: Your GitLab instance URL (e.g., https://gitlab.example.com or https://gitlab.com)GITLAB_API_TOKEN: Your GitLab access tokenMCP_INSTANCE_ID: Unique identifier for the server instance (useful for logging and identification)You can copy .env.example to .env and fill in your values:
cp .env.example .env
# Edit .env with your GitLab configuration
api scopeGITLAB_API_TOKEN# Development mode
npm run dev
# Production mode
npm run build && npm start
Each instance runs as a separate process with its own configuration:
# Build first
npm run build
# Instance 1 (in terminal 1)
GITLAB_HOST=https://gitlab.example.com GITLAB_API_TOKEN=token1 MCP_INSTANCE_ID=instance1 npm start
# Instance 2 (in terminal 2)
GITLAB_HOST=https://gitlab.com GITLAB_API_TOKEN=token2 MCP_INSTANCE_ID=instance2 npm start
# Instance 3 (in terminal 3)
GITLAB_HOST=https://gitlab.internal.com GITLAB_API_TOKEN=token3 MCP_INSTANCE_ID=instance3 npm start
Each instance can connect to different GitLab hosts with different tokens, allowing multiple tools to work with different GitLab environments simultaneously.
get_merge_requestGet detailed information about a specific merge request, optionally including the diff/changes.
Parameters:
projectId (string): GitLab project ID or path (e.g., "group/project" or "123")mergeRequestIid (number): Merge request internal ID (IID)includeDiff (optional boolean): Whether to include the diff/changes in the response (default: false)list_merge_requestsList merge requests for a project.
Parameters:
projectId (string): GitLab project ID or pathstate (optional string): Filter by state ("opened", "closed", "merged", "all"). Default: "opened"get_commit_diffGet commit details and diff using a full GitLab commit URL.
Parameters:
commitUrl (string): Full GitLab commit URLget_merge_request_pipelinesGet pipelines for a merge request.
Parameters:
projectId (string): GitLab project ID or pathmergeRequestIid (number): Merge request internal ID (IID)get_pipeline_jobsGet jobs for a pipeline.
Parameters:
projectId (string): GitLab project ID or pathpipelineId (number): Pipeline IDget_failed_jobsGet failed jobs either directly by pipeline ID or from the latest pipeline of a merge request.
Parameters:
projectId (string): GitLab project ID or pathpipelineId (optional number): Pipeline IDmergeRequestIid (optional number): Merge request internal ID (IID)Provide either pipelineId or mergeRequestIid.
get_job_logGet job log (trace) for a job.
Parameters:
projectId (string): GitLab project ID or pathjobId (number): Job IDget_job_artifactsGet job artifacts metadata and download links for a job.
Parameters:
projectId (string): GitLab project ID or pathjobId (number): Job ID// Get merge request details only
await callTool("get_merge_request", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get merge request details with diff
await callTool("get_merge_request", {
projectId: "123",
mergeRequestIid: 42,
includeDiff: true
});
// List open merge requests
await callTool("list_merge_requests", {
projectId: "mygroup/myproject",
state: "opened"
});
// List pipelines for an MR
await callTool("get_merge_request_pipelines", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get jobs from pipeline
await callTool("get_pipeline_jobs", {
projectId: "mygroup/myproject",
pipelineId: 123456
});
// Get failed jobs from latest MR pipeline
await callTool("get_failed_jobs", {
projectId: "mygroup/myproject",
mergeRequestIid: 42
});
// Get raw CI job log
await callTool("get_job_log", {
projectId: "mygroup/myproject",
jobId: 987654
});
// Get artifact metadata and links
await callTool("get_job_artifacts", {
projectId: "mygroup/myproject",
jobId: 987654
});
When running multiple instances, each tool/client can connect to a different instance:
{
"mcpServers": {
"gitlab-company": {
"command": "node",
"args": ["path/to/gitlab-mcp/dist/index.js"],
"env": {
"GITLAB_HOST": "https://gitlab.example.com",
"GITLAB_API_TOKEN": "company_token",
"MCP_INSTANCE_ID": "company"
}
},
"gitlab-personal": {
"command": "node",
"args": ["path/to/gitlab-mcp/dist/index.js"],
"env": {
"GITLAB_HOST": "https://gitlab.com",
"GITLAB_API_TOKEN": "personal_token",
"MCP_INSTANCE_ID": "personal"
}
},
"gitlab-internal": {
"command": "node",
"args": ["path/to/gitlab-mcp/dist/index.js"],
"env": {
"GITLAB_HOST": "https://gitlab.internal.company.com",
"GITLAB_API_TOKEN": "internal_token",
"MCP_INSTANCE_ID": "internal"
}
}
}
}
This allows different tools to connect to different GitLab instances simultaneously, each with their own authentication and configuration.
The project uses TypeScript and the MCP SDK. Key files:
src/index.ts: Main MCP server implementationsrc/gitlab-client.ts: GitLab API client wrapperpackage.json: Dependencies and scriptstsconfig.json: TypeScript configurationMIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T04:50:25.645Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Alesdrobysh",
"href": "https://github.com/alesdrobysh/gitlab-mcp",
"sourceUrl": "https://github.com/alesdrobysh/gitlab-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:00:23.555Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:00:23.555Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-alesdrobysh-gitlab-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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