gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Model Context Protocol (MCP) server for OpenClaw AI assistant integration OpenClaw MCP Server $1 $1 $1 $1 <a href="https://glama.ai/mcp/servers/@freema/openclaw-mcp"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@freema/openclaw-mcp/badge" /> </a> π¦ Model Context Protocol (MCP) server for $1 AI assistant integration. Demo <p align="center"> <img src="docs/assets/claude-ai-demo.gif" alt="OpenClaw MCP in Claude.ai" width="720" /> </p> Why I Built This Hey! I created this Capability contract not published. No trust telemetry is available yet. 23 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
openclaw-mcp is best for mcp, mcp-server, model-context-protocol 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
Model Context Protocol (MCP) server for OpenClaw AI assistant integration OpenClaw MCP Server $1 $1 $1 $1 <a href="https://glama.ai/mcp/servers/@freema/openclaw-mcp"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@freema/openclaw-mcp/badge" /> </a> π¦ Model Context Protocol (MCP) server for $1 AI assistant integration. Demo <p align="center"> <img src="docs/assets/claude-ai-demo.gif" alt="OpenClaw MCP in Claude.ai" width="720" /> </p> Why I Built This Hey! I created this
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 23 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Freema
Artifacts
0
Benchmarks
0
Last release
1.1.1
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 23 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/freema/openclaw-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Freema
Protocol compatibility
MCP
Adoption signal
23 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
docker pull ghcr.io/freema/openclaw-mcp:latest
yaml
services:
mcp-bridge:
image: ghcr.io/freema/openclaw-mcp:latest
container_name: openclaw-mcp
restart: unless-stopped
ports:
- "3000:3000"
environment:
- OPENCLAW_URL=http://host.docker.internal:18789
- OPENCLAW_GATEWAY_TOKEN=${OPENCLAW_GATEWAY_TOKEN}
- AUTH_ENABLED=true
- MCP_CLIENT_ID=openclaw
- MCP_CLIENT_SECRET=${MCP_CLIENT_SECRET}
- MCP_ISSUER_URL=${MCP_ISSUER_URL:-}
- CORS_ORIGINS=https://claude.ai
extra_hosts:
- "host.docker.internal:host-gateway"
read_only: true
security_opt:
- no-new-privilegesbash
export MCP_CLIENT_SECRET=$(openssl rand -hex 32) export OPENCLAW_GATEWAY_TOKEN=your-gateway-token docker compose up -d
bash
npx openclaw-mcp
json
{
"mcpServers": {
"openclaw": {
"command": "npx",
"args": ["openclaw-mcp"],
"env": {
"OPENCLAW_URL": "http://127.0.0.1:18789",
"OPENCLAW_GATEWAY_TOKEN": "your-gateway-token"
}
}
}
}bash
AUTH_ENABLED=true MCP_CLIENT_ID=openclaw MCP_CLIENT_SECRET=your-secret \ MCP_ISSUER_URL=https://mcp.your-domain.com \ CORS_ORIGINS=https://claude.ai OPENCLAW_GATEWAY_TOKEN=your-gateway-token \ npx openclaw-mcp --transport sse --port 3000
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Model Context Protocol (MCP) server for OpenClaw AI assistant integration OpenClaw MCP Server $1 $1 $1 $1 <a href="https://glama.ai/mcp/servers/@freema/openclaw-mcp"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@freema/openclaw-mcp/badge" /> </a> π¦ Model Context Protocol (MCP) server for $1 AI assistant integration. Demo <p align="center"> <img src="docs/assets/claude-ai-demo.gif" alt="OpenClaw MCP in Claude.ai" width="720" /> </p> Why I Built This Hey! I created this
π¦ Model Context Protocol (MCP) server for OpenClaw AI assistant integration.
Hey! I created this MCP server because I didn't want to rely solely on messaging channels to communicate with OpenClaw. What really excites me is the ability to connect OpenClaw to the Claude web UI. Essentially, my chat can delegate tasks to my Claw bot, which then handles everything else β like spinning up Claude Code to fix issues for me.
Think of it as an AI assistant orchestrating another AI assistant. Pretty cool, right?
Pre-built images are published to GitHub Container Registry on every release.
docker pull ghcr.io/freema/openclaw-mcp:latest
Create a docker-compose.yml:
services:
mcp-bridge:
image: ghcr.io/freema/openclaw-mcp:latest
container_name: openclaw-mcp
restart: unless-stopped
ports:
- "3000:3000"
environment:
- OPENCLAW_URL=http://host.docker.internal:18789
- OPENCLAW_GATEWAY_TOKEN=${OPENCLAW_GATEWAY_TOKEN}
- AUTH_ENABLED=true
- MCP_CLIENT_ID=openclaw
- MCP_CLIENT_SECRET=${MCP_CLIENT_SECRET}
- MCP_ISSUER_URL=${MCP_ISSUER_URL:-}
- CORS_ORIGINS=https://claude.ai
extra_hosts:
- "host.docker.internal:host-gateway"
read_only: true
security_opt:
- no-new-privileges
Generate secrets and start:
export MCP_CLIENT_SECRET=$(openssl rand -hex 32)
export OPENCLAW_GATEWAY_TOKEN=your-gateway-token
docker compose up -d
Then in Claude.ai add a custom MCP connector pointing to your server with MCP_CLIENT_ID=openclaw and your MCP_CLIENT_SECRET.
Tip: Pin a specific version instead of
latestfor production:ghcr.io/freema/openclaw-mcp:1.1.0
npx openclaw-mcp
Add to your Claude Desktop config:
{
"mcpServers": {
"openclaw": {
"command": "npx",
"args": ["openclaw-mcp"],
"env": {
"OPENCLAW_URL": "http://127.0.0.1:18789",
"OPENCLAW_GATEWAY_TOKEN": "your-gateway-token"
}
}
}
}
AUTH_ENABLED=true MCP_CLIENT_ID=openclaw MCP_CLIENT_SECRET=your-secret \
MCP_ISSUER_URL=https://mcp.your-domain.com \
CORS_ORIGINS=https://claude.ai OPENCLAW_GATEWAY_TOKEN=your-gateway-token \
npx openclaw-mcp --transport sse --port 3000
Important: When running behind a reverse proxy (Caddy, nginx, etc.), you must set
MCP_ISSUER_URL(or--issuer-url) to your public HTTPS URL. Without this, OAuth metadata will advertisehttp://localhost:3000and clients will fail to authenticate.
See Installation Guide for details.
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β Your Server β
β β
β βββββββββββββββββββ βββββββββββββββββββββββββββ β
β β OpenClaw β β OpenClaw MCP β β
β β Gateway βββββββΊβ Bridge Server β β
β β :18789 β β :3000 β β
β β β β β β
β β OpenAI-compat β β - OAuth 2.1 auth β β
β β /v1/chat/... β β - CORS protection β β
β βββββββββββββββββββ β - Input validation β β
β ββββββββββββ¬βββββββββββββββ β
β β β
ββββββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββ
β HTTPS + OAuth 2.1
βΌ
βββββββββββββββββββ
β Claude.ai β
β (MCP Client) β
βββββββββββββββββββ
| Tool | Description |
|------|-------------|
| openclaw_chat | Send messages to OpenClaw and get responses |
| openclaw_status | Check OpenClaw gateway health |
| Tool | Description |
|------|-------------|
| openclaw_chat_async | Queue a message, get task_id immediately |
| openclaw_task_status | Check task progress and get results |
| openclaw_task_list | List all tasks with filtering |
| openclaw_task_cancel | Cancel a pending task |
β οΈ Always enable authentication in production!
# Generate secure client secret
export MCP_CLIENT_SECRET=$(openssl rand -hex 32)
# Run with auth enabled
AUTH_ENABLED=true MCP_CLIENT_ID=openclaw MCP_CLIENT_SECRET=$MCP_CLIENT_SECRET \
openclaw-mcp --transport sse
Configure CORS to restrict access:
CORS_ORIGINS=https://claude.ai,https://your-app.com
See Configuration for all security options.
// openclaw.json
{ "gateway": { "http": { "endpoints": { "chatCompletions": { "enabled": true } } } } }
MIT
Created by TomΓ‘Ε‘ Grasl
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://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-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.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
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://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-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": "2026-10-09T02:24:40.467Z"
}
},
"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"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp-server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "openclaw",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-assistant",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:mcp-server|supported|profile capability:model-context-protocol|supported|profile capability:openclaw|supported|profile capability:ai-assistant|supported|profile capability:claude|supported|profile capability:ai-agent|supported|profile capability:cli|supported|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": "Freema",
"href": "https://github.com/freema/openclaw-mcp#readme",
"sourceUrl": "https://github.com/freema/openclaw-mcp#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:20:28.450Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:20:28.450Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "23 GitHub stars",
"href": "https://github.com/freema/openclaw-mcp",
"sourceUrl": "https://github.com/freema/openclaw-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:20:28.450Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-freema-openclaw-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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
Ads related to openclaw-mcp and adjacent AI workflows.