How should learnflo-api be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

learnflo-api answer-first brief

LearnFlo RESTful API Service LearnFlo API A RESTful API service built with NestJS framework, following clean architecture principles and best practices. Features - 🚀 **NestJS Framework** - Modern, scalable Node.js framework - 📚 **Swagger Documentation** - Auto-generated API documentation - 🏥 **Health Checks** - Application health monitoring endpoints - 👥 **User Management** - Complete CRUD operations for users - ✅ **Validation** - Request va 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

learnflo-api 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

learnflo-api

MCPverified

Public facts

Change events

Artifacts

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

Tomibudis

Artifacts

Benchmarks

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.

View Source

Setup snapshot

git clone https://github.com/tomibudis/learnflo-mcp-be-api.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.

Verifiededitorial-content

Vendor (1)

Vendor

Tomibudis

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

git clone <repository-url>
cd learnflo-api

bash

npm install

bash

cp env.example .env
# Edit .env with your configuration

bash

npm run start:dev

text

src/
├── common/                 # Shared code across modules
│   ├── dto/               # Common DTOs
│   └── types/             # Common TypeScript types
├── health/                # Health check module
│   ├── health.controller.ts
│   ├── health.service.ts
│   └── health.module.ts
├── users/                 # User management module
│   ├── dto/               # User-specific DTOs
│   ├── types/             # User types and interfaces
│   ├── users.controller.ts
│   ├── users.service.ts
│   └── users.module.ts
├── app.module.ts          # Main application module
└── main.ts               # Application entry point

bash

npm run test

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

LearnFlo API

A RESTful API service built with NestJS framework, following clean architecture principles and best practices.

Features

🚀 NestJS Framework - Modern, scalable Node.js framework
📚 Swagger Documentation - Auto-generated API documentation
🏥 Health Checks - Application health monitoring endpoints
👥 User Management - Complete CRUD operations for users
✅ Validation - Request validation using class-validator
🧪 Testing - Unit and E2E tests with Jest
🔧 TypeScript - Full TypeScript support with strict typing
📦 Modular Architecture - Clean, maintainable code structure

Quick Start

Prerequisites

Node.js (v16 or higher)
npm or yarn

Installation

Clone the repository:

git clone <repository-url>
cd learnflo-api

Install dependencies:

npm install

Set up environment variables:

cp env.example .env
# Edit .env with your configuration

Start the development server:

npm run start:dev

The API will be available at http://localhost:3000

API Documentation

Once the server is running, you can access the Swagger documentation at:

Swagger UI: http://localhost:3000/api/docs

Available Endpoints

Health Check Endpoints

GET /api/v1/health - Get application health status
GET /api/v1/health/ready - Check if application is ready
GET /api/v1/health/alive - Check if application is alive
GET /api/v1/health/admin/test - Admin test endpoint

User Management Endpoints

POST /api/v1/users - Create a new user
GET /api/v1/users - Get all users (with pagination)
GET /api/v1/users/:id - Get user by ID
PUT /api/v1/users/:id - Update user by ID
DELETE /api/v1/users/:id - Delete user by ID
GET /api/v1/users/admin/test - Admin test endpoint

Project Structure

src/
├── common/                 # Shared code across modules
│   ├── dto/               # Common DTOs
│   └── types/             # Common TypeScript types
├── health/                # Health check module
│   ├── health.controller.ts
│   ├── health.service.ts
│   └── health.module.ts
├── users/                 # User management module
│   ├── dto/               # User-specific DTOs
│   ├── types/             # User types and interfaces
│   ├── users.controller.ts
│   ├── users.service.ts
│   └── users.module.ts
├── app.module.ts          # Main application module
└── main.ts               # Application entry point

Scripts

npm run start - Start the application
npm run start:dev - Start the application in development mode with hot reload
npm run start:debug - Start the application in debug mode
npm run start:prod - Start the application in production mode
npm run build - Build the application
npm run test - Run unit tests
npm run test:watch - Run unit tests in watch mode
npm run test:e2e - Run end-to-end tests
npm run test:cov - Run tests with coverage
npm run lint - Run ESLint
npm run format - Format code with Prettier

Testing

Unit Tests

npm run test

E2E Tests

npm run test:e2e

Test Coverage

npm run test:cov

Environment Variables

Create a .env file in the root directory with the following variables:

# Application Configuration
NODE_ENV=development
PORT=3000
APP_VERSION=1.0.0

Development

Code Style

This project follows the backend coding guidelines with:

TypeScript strict typing
Clean architecture principles
SOLID principles
Comprehensive testing
JSDoc documentation

Adding New Modules

Create a new module directory in src/
Create the module file (e.g., feature.module.ts)
Create controller and service files
Add DTOs and types as needed
Import the module in app.module.ts
Add tests for the new functionality

Deployment

Production Build

npm run build
npm run start:prod

Docker (Future)

# Build the Docker image
docker build -t learnflo-api .

# Run the container
docker run -p 3000:3000 learnflo-api

Contributing

Fork the repository
Create a feature branch
Make your changes
Add tests for new functionality
Ensure all tests pass
Submit a pull request

License

This project is licensed under the MIT License.

Support

For support and questions, please open an issue in the repository.

Contract & API

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

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

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-tomibudis-learnflo-mcp-be-api/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/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

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

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

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/tomibudis/learnflo-mcp-be-api#input",
  "outputSchemaRef": "https://github.com/tomibudis/learnflo-mcp-be-api#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:15.546Z",
  "sourceUpdatedAt": "2026-02-24T19:45:15.546Z",
  "freshnessSeconds": 4434685
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T03:36:41.082Z"
    }
  },
  "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-tomibudis-learnflo-mcp-be-api/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:15.546Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:15.546Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/tomibudis/learnflo-mcp-be-api#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:15.546Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Tomibudis",
    "href": "https://github.com/tomibudis/learnflo-mcp-be-api",
    "sourceUrl": "https://github.com/tomibudis/learnflo-mcp-be-api",
    "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-tomibudis-learnflo-mcp-be-api/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomibudis-learnflo-mcp-be-api/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
  }
]