GITLAB_AI_CATALOGgitlab-mcp
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
MCP
Crawler Summary
@1mcp/agent answer-first brief
One MCP server to aggregate them all - A unified Model Context Protocol server implementation 1MCP - One MCP Server for All A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. $1 $1 $1 $1 $1 $1 $1 Overview 1MCP (One MCP) is designed to simplify the way you work with AI assistants. Instead of configuring multiple MCP servers for different clients (Claude Desktop, Cherry Studio, Cursor, Roo Code, Claude, etc.), 1MCP provides a single, unified server. Features - Capability contract not published. No trust telemetry is available yet. 381 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@1mcp/agent is best for mcp, mcp-server, mcp-client 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
Agent DossierGitHubSafety: 100/100
@1mcp/agent
One MCP server to aggregate them all - A unified Model Context Protocol server implementation 1MCP - One MCP Server for All A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. $1 $1 $1 $1 $1 $1 $1 Overview 1MCP (One MCP) is designed to simplify the way you work with AI assistants. Instead of configuring multiple MCP servers for different clients (Claude Desktop, Cherry Studio, Cursor, Roo Code, Claude, etc.), 1MCP provides a single, unified server. Features -
MCPself-declared
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Verifiededitorial-contentNo verified compatibility signals381 GitHub stars
Capability contract not published. No trust telemetry is available yet. 381 GitHub stars reported by the source. Last updated 2/25/2026.
381 GitHub starsTrust evidence available
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
1mcp App
Artifacts
0
Benchmarks
0
Last release
0.30.0-beta1
Executive Summary
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. 381 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/1mcp-app/agent.git- 1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- 2
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.
Evidence Ledger
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor (1)
Vendor
1mcp App
profilemedium
Compatibility (1)
Protocol compatibility
MCP
contractmedium
Adoption (1)
Adoption signal
381 GitHub stars
profilemedium
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Executable Examples
bash
curl -L https://github.com/1mcp-app/agent/releases/latest/download/1mcp-linux-x64.tar.gz | tar -xz
bash
# Linux/macOS curl -L https://github.com/1mcp-app/agent/releases/latest/download/1mcp-linux-x64.tar.gz | tar -xz sudo mv 1mcp /usr/local/bin/ # Windows (PowerShell) Invoke-WebRequest -Uri "https://github.com/1mcp-app/agent/releases/latest/download/1mcp-win32-x64.zip" -OutFile "1mcp.zip" Expand-Archive -Path "1mcp.zip" -DestinationPath "."
bash
npx -y @1mcp/agent --help
bash
1mcp mcp add context7 -- npx -y @upstash/context7-mcp 1mcp mcp add filesystem -- npx -y @modelcontextprotocol/server-filesystem ~/Documents
bash
1mcp
json
{
"mcpServers": {
"1mcp": {
"url": "http://127.0.0.1:3050/mcp?app=cursor"
}
}
}Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
One MCP server to aggregate them all - A unified Model Context Protocol server implementation 1MCP - One MCP Server for All A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. $1 $1 $1 $1 $1 $1 $1 Overview 1MCP (One MCP) is designed to simplify the way you work with AI assistants. Instead of configuring multiple MCP servers for different clients (Claude Desktop, Cherry Studio, Cursor, Roo Code, Claude, etc.), 1MCP provides a single, unified server. Features -
Full README
1MCP - One MCP Server for All
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Overview
1MCP (One MCP) is designed to simplify the way you work with AI assistants. Instead of configuring multiple MCP servers for different clients (Claude Desktop, Cherry Studio, Cursor, Roo Code, Claude, etc.), 1MCP provides a single, unified server.
Features
- 🔄 Unified Interface: Aggregates multiple MCP servers into one
- 🔒 OAuth 2.1 Authentication: Production-ready security with scope-based authorization
- ⚡ High Performance: Efficient request forwarding with proper error handling
- 🛡️ Security First: Stdio transport isolation, input sanitization, and comprehensive audit logging
- 🔧 Easy Configuration: Single JSON configuration file with hot-reload support
- 📈 Health Monitoring: Built-in health check endpoints for monitoring and observability
Quick Start
1. Install 1MCP
Binary (Recommended - No Node.js Required):
# Linux/macOS
curl -L https://github.com/1mcp-app/agent/releases/latest/download/1mcp-linux-x64.tar.gz | tar -xz
sudo mv 1mcp /usr/local/bin/
# Windows (PowerShell)
Invoke-WebRequest -Uri "https://github.com/1mcp-app/agent/releases/latest/download/1mcp-win32-x64.zip" -OutFile "1mcp.zip"
Expand-Archive -Path "1mcp.zip" -DestinationPath "."
NPM:
npx -y @1mcp/agent --help
2. Add MCP Servers
1mcp mcp add context7 -- npx -y @upstash/context7-mcp
1mcp mcp add filesystem -- npx -y @modelcontextprotocol/server-filesystem ~/Documents
3. Start the Server
1mcp
4. Connect Your AI Assistant
For Cursor, add to ~/.cursor/mcp.json:
{
"mcpServers": {
"1mcp": {
"url": "http://127.0.0.1:3050/mcp?app=cursor"
}
}
}
For VSCode, add to settings.json:
{
"servers": {
"1mcp": {
"url": "http://127.0.0.1:3050/mcp?app=vscode"
}
}
}
For Claude Code:
claude mcp add -t http 1mcp "http://127.0.0.1:3050/mcp?app=claude-code"
That's it! All your MCP servers are now available through one unified endpoint. 🎉
Commands
Core Commands
1mcp [serve]- Start the 1MCP server (default command)1mcp mcp add <name>- Add a new MCP server to configuration1mcp mcp list- List all configured MCP servers1mcp mcp status [name]- Show server status and details
For detailed command usage, run: 1mcp <command> --help
Documentation
📚 Complete Documentation - Comprehensive guides, API reference, and examples
Key Topics
- Installation Guide - Binary, NPM, and Docker installation
- Quick Start - Get running in 5 minutes
- Configuration - CLI flags and environment variables
- Authentication - OAuth 2.1 security setup
- Architecture - How 1MCP works internally
- Development - Contributing and building from source
How It Works
1MCP acts as a proxy, managing and aggregating multiple MCP servers. It starts and stops these servers as subprocesses and forwards requests from AI assistants to the appropriate server. This architecture allows for a single point of entry for all MCP traffic, simplifying management and reducing overhead.
Contributing
Contributions are welcome! Please read our CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.
License
This project is licensed under the Apache License 2.0. See the LICENSE file for details.
Contract & API
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
MCP: self-declared
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/trust"
Reliability & Benchmarks
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
Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
No screenshots, media assets, or demo links are available.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
GITLAB_PUBLIC_PROJECTSgitlab-mcp
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
MCP
GITLAB_AI_CATALOGrmcp-openapi
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
MCP
GITLAB_AI_CATALOGrmcp-actix-web
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
MCP
Machine Appendix
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-1mcp-app-agent/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:22:39.435Z"
}
},
"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": "mcp-client",
"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": "agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "proxy",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "server",
"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"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "llm",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-aggregation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "typescript",
"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:mcp-client|supported|profile capability:model-context-protocol|supported|profile capability:agent|supported|profile capability:proxy|supported|profile capability:server|supported|profile capability:cli|supported|profile capability:ai|supported|profile capability:llm|supported|profile capability:model-aggregation|supported|profile capability:typescript|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": "1mcp App",
"href": "https://github.com/1mcp-app/agent",
"sourceUrl": "https://github.com/1mcp-app/agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:19:25.716Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:19:25.716Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "381 GitHub stars",
"href": "https://github.com/1mcp-app/agent",
"sourceUrl": "https://github.com/1mcp-app/agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:19:25.716Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-1mcp-app-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · 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
}
]