{"id":51058367,"url":"https://github.com/vinkius-labs/faker-mcp","last_synced_at":"2026-06-27T03:00:29.103Z","repository":{"id":366083323,"uuid":"1275003371","full_name":"vinkius-labs/faker-mcp","owner":"vinkius-labs","description":"Vinkius Edge high-performance Model Context Protocol (MCP) server for generating realistic mock data.","archived":false,"fork":false,"pushed_at":"2026-06-20T07:04:39.000Z","size":37,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2026-06-20T08:11:42.195Z","etag":null,"topics":["ai-agent","developer-tools","faker","llm-tool","mcp","mcp-server","mock-data","modelcontextprotocol","synthetic-data","testing","vinkius","vinkius-edge"],"latest_commit_sha":null,"homepage":"https://vinkius.com/mcp/faker","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vinkius-labs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-20T06:10:04.000Z","updated_at":"2026-06-20T07:09:36.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/vinkius-labs/faker-mcp","commit_stats":null,"previous_names":["vinkius-labs/faker-mcp"],"tags_count":null,"template":true,"template_full_name":null,"purl":"pkg:github/vinkius-labs/faker-mcp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vinkius-labs%2Ffaker-mcp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vinkius-labs%2Ffaker-mcp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vinkius-labs%2Ffaker-mcp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vinkius-labs%2Ffaker-mcp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vinkius-labs","download_url":"https://codeload.github.com/vinkius-labs/faker-mcp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vinkius-labs%2Ffaker-mcp/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34668499,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-22T02:00:06.391Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-agent","developer-tools","faker","llm-tool","mcp","mcp-server","mock-data","modelcontextprotocol","synthetic-data","testing","vinkius","vinkius-edge"],"created_at":"2026-06-22T23:02:03.187Z","updated_at":"2026-06-22T23:02:03.908Z","avatar_url":"https://github.com/vinkius-labs.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Faker MCP Server\n\nA specialized Model Context Protocol (MCP) server designed to generate highly realistic, context-aware synthetic data for AI agents. This tool allows autonomous systems to populate databases, mock APIs, and create test scenarios without exposing real Personally Identifiable Information (PII).\n\n[![Deploy on Vinkius Edge](https://img.shields.io/badge/Deploy%20on-Vinkius%20Edge-blue?style=for-the-badge)](https://vinkius.com/mcp/faker)\n[![Docker Pulls](https://img.shields.io/docker/pulls/vinkius/faker-mcp?style=for-the-badge\u0026logo=docker\u0026color=2496ed)](https://hub.docker.com/r/vinkius/faker-mcp)\n[![MCP Fusion Compatible](https://img.shields.io/badge/Powered%20by-MCP%20Fusion-success?style=for-the-badge)](https://www.npmjs.com/package/@mcpfusion/core)\n\n## Overcoming AI Data Generation Limits\n\nWhile Large Language Models are capable of generating sample data, doing so at scale presents severe architectural challenges:\n1. **High Token Costs**: Asking an LLM to generate 1,000 realistic user profiles consumes massive context windows, driving up inference costs unnecessarily.\n2. **Repetition and Bias**: Probabilistic models often fall into repetitive loops, creating synthetic names and addresses that lack true statistical randomness.\n\n### The Synthetic Data Engine\nThe **Faker MCP** bridges this gap by delegating synthetic data generation to a deterministic, high-speed execution layer. By leveraging industry-standard random data generation algorithms, this server can instantly produce thousands of unique, structurally valid records (names, addresses, UUIDs, credit cards) for your agent, saving tokens and ensuring maximum entropy.\n\n---\n\n## Core Tooling\n\n* `generate_synthetic_data`\n  * **Function**: Accepts parameters for data type (e.g., 'user', 'address', 'commerce') and quantity. Returns deeply nested, structurally perfect synthetic JSON objects.\n  * **Use Case**: End-to-end testing agents, database seeding, and privacy-compliant UI mocking.\n\n## Enterprise Deployment \u0026 Hosting\n\nYou can immediately attach this server to your AI workflows via **Vinkius Edge**, our globally distributed MCP hosting platform.\n\n👉 **[Access the Faker MCP on Vinkius Edge](https://vinkius.com/mcp/faker)**\n\n### 1. Free Edge Hosting (Recommended)\nYou do not need to manage your own servers! **Vinkius provides FREE, highly available edge hosting for MCP servers.** You can deploy this exact server in seconds to our secure V8 isolate cloud:\n```bash\nnpx mcpfusion deploy\n```\n*This command bundles your code and instantly deploys it to the Vinkius Edge, providing you with a live, DDoS-protected URL ready to be consumed by your AI agents.*\n\n### 2. Local Development\nConstructed with the [MCP Fusion](https://www.npmjs.com/package/@mcpfusion/core) framework, ensuring type-safe agent interactions. If you want to run this locally:\n\n```bash\nnpm install\nnpm run build\nnpm run dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvinkius-labs%2Ffaker-mcp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvinkius-labs%2Ffaker-mcp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvinkius-labs%2Ffaker-mcp/lists"}