Crawler Summary

nx-monorepo answer-first brief

Start Repo Signals Monorepo This repository contains the source code for the Signals project, a platform for... Overview The Signals project is a comprehensive F&B data platform designed specifically for the Vietnamese market. It includes a high-performance API, an intelligent agent service, and a user-friendly web application. Project Structure The monorepo is organized into the following directories: - apps/: Contains applica Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

nx-monorepo is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

nx-monorepo

Start Repo Signals Monorepo This repository contains the source code for the Signals project, a platform for... Overview The Signals project is a comprehensive F&B data platform designed specifically for the Vietnamese market. It includes a high-performance API, an intelligent agent service, and a user-friendly web application. Project Structure The monorepo is organized into the following directories: - apps/: Contains applica

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Redrover13

Artifacts

0

Benchmarks

0

Last release

1.0.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/redrover13/signals.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 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.

Verifiededitorial-content
Vendor (1)

Vendor

Redrover13

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

# Install dependencies (from root)
pnpm install

bash

# Required
PORT=3000
AGENTS_TOPIC=dulce.agents

# Google Cloud (automatically detected if using gcloud auth)
GOOGLE_APPLICATION_CREDENTIALS=path/to/credentials.json
GOOGLE_CLOUD_PROJECT=your-project-id

# Next.js
NEXT_PUBLIC_API_BASE=http://localhost:3000
NEXT_PUBLIC_LOCALE=vi-VN
NEXT_PUBLIC_CURRENCY=VND
NEXT_PUBLIC_TIMEZONE=Asia/Ho_Chi_Minh
NEXT_PUBLIC_GA_ID=GA4-MEASUREMENT-ID
NEXT_PUBLIC_VIETNAMESE_ANALYTICS=true

bash

# Start the API server
pnpm nx serve api

# Start the agents service
pnpm nx serve agents

# Start the frontend application
pnpm nx serve frontend-agents

bash

# Run all tests
pnpm nx test

# Run tests for a specific application
pnpm nx test api

bash

# Build all applications
pnpm nx build

# Build a specific application
pnpm nx build api

bash

# Deploy the API to Cloud Run
gcloud run deploy dulce-api \
  --source . \
  --region asia-southeast1 \
  --platform managed \
  --allow-unauthenticated

# Deploy the agents service to Cloud Run
gcloud run deploy dulce-agents \
  --source . \
  --region asia-southeast1 \
  --platform managed \
  --allow-unauthenticated

# Deploy the frontend application to Vercel
vercel

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Start Repo Signals Monorepo This repository contains the source code for the Signals project, a platform for... Overview The Signals project is a comprehensive F&B data platform designed specifically for the Vietnamese market. It includes a high-performance API, an intelligent agent service, and a user-friendly web application. Project Structure The monorepo is organized into the following directories: - apps/: Contains applica

Full README

Signals Monorepo

This repository contains the source code for the Signals project, a platform for...

Overview

The Signals project is a comprehensive F&B data platform designed specifically for the Vietnamese market. It includes a high-performance API, an intelligent agent service, and a user-friendly web application.

Project Structure

The monorepo is organized into the following directories:

  • apps/: Contains application projects that are deployable.
    • api: Provides RESTful endpoints for the platform.
    • agents: Orchestrates AI-powered tasks for restaurant operations, customer service, and data analysis.
    • frontend-agents: A Next.js-based web application for interacting with the platform.
    • looker-dashboards: A library for creating Looker dashboards.
  • libs/: Contains library projects that are shared between applications.
    • adk: The Agent Development Kit, providing tools for building agents.
    • ui/components: A library of shared UI components.
  • tools/: Contains utility scripts and tools for managing the monorepo.
  • infra/: Contains infrastructure-related code (Terraform, etc.).
  • docs/: Contains documentation.

Environment Setup

Prerequisites

  • Node.js 18+ or 22+
  • PNPM package manager
  • Google Cloud Platform account with Vertex AI enabled
  • Vietnamese fonts installed on system
  • Modern web browser with UTF-8 support

Installation

# Install dependencies (from root)
pnpm install

Configuration

Create a .env file in the root of the project and add the following environment variables:

# Required
PORT=3000
AGENTS_TOPIC=dulce.agents

# Google Cloud (automatically detected if using gcloud auth)
GOOGLE_APPLICATION_CREDENTIALS=path/to/credentials.json
GOOGLE_CLOUD_PROJECT=your-project-id

# Next.js
NEXT_PUBLIC_API_BASE=http://localhost:3000
NEXT_PUBLIC_LOCALE=vi-VN
NEXT_PUBLIC_CURRENCY=VND
NEXT_PUBLIC_TIMEZONE=Asia/Ho_Chi_Minh
NEXT_PUBLIC_GA_ID=GA4-MEASUREMENT-ID
NEXT_PUBLIC_VIETNAMESE_ANALYTICS=true

Development

Running the applications

# Start the API server
pnpm nx serve api

# Start the agents service
pnpm nx serve agents

# Start the frontend application
pnpm nx serve frontend-agents

Running tests

# Run all tests
pnpm nx test

# Run tests for a specific application
pnpm nx test api

Deployment

Building the applications

# Build all applications
pnpm nx build

# Build a specific application
pnpm nx build api

Deploying to Google Cloud

# Deploy the API to Cloud Run
gcloud run deploy dulce-api \
  --source . \
  --region asia-southeast1 \
  --platform managed \
  --allow-unauthenticated

# Deploy the agents service to Cloud Run
gcloud run deploy dulce-agents \
  --source . \
  --region asia-southeast1 \
  --platform managed \
  --allow-unauthenticated

# Deploy the frontend application to Vercel
vercel

Documentation

For more detailed information, please refer to the documentation in the docs/ directory:

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

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.

Missingno-media
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.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
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": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/redrover13/signals#input",
  "outputSchemaRef": "https://github.com/redrover13/signals#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:38.497Z",
  "sourceUpdatedAt": "2026-02-24T19:44:38.497Z",
  "freshnessSeconds": 4421771
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-redrover13-signals/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-redrover13-signals/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T00:00:50.244Z"
    }
  },
  "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": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:38.497Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:38.497Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/redrover13/signals#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:38.497Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Redrover13",
    "href": "https://github.com/redrover13/signals",
    "sourceUrl": "https://github.com/redrover13/signals",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-redrover13-signals/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
  }
]

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