Edwin Genego

Install Edwin Genego

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  • Lightning-fast performance
  • Works offline & on-the-go
  • Native app-like experience

Why is this an app?!

Why not? 🚀

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A new version is ready to install

Updates include new features and improvements

MCP servers background

Overview

MCP Servers

A focused catalog of MCP surfaces I’m building and exploring. Emphasis on small, inspectable tools, versioned datasets, and audit-friendly prompts for durable AI-assisted workflows.

Active Servers

Production-ready MCP servers with verified tool surfaces and documented integration patterns.

Server
🌏
Thailand Relocation MCP
thailand-relocation
🏢
Real Estate MCP
real-estate
⚖️
Legal Research & Paralegal MCP
legal-mcp-server
Need a Custom MCP Server?
I build MCP Servers with schema-first datasets, focused tools, and production prompts - tailored to your domain.

Gathering & Building Datasets for MCP Servers

Example data assembly workflow (Real Estate domain). Emphasis: small, versioned JSON artifacts; explicit provenance; incremental enrichment. Each dataset is narrow - supports selective retrieval and keeps tool responses bounded.

Principles

  • Schema-first
  • Small artifacts
  • Source-backed

Integrity

  • Version tags (ISO)
  • Provenance notes
  • Separation raw/derived

Refresh

  • Event triggers
  • Rolling diff pass
  • Semantic scan

Dataset Inventory

See example research trace (parallel Exa searches & pending entries) in methodology page.

Research Steps

  1. Define scope & boundary (avoid over-broad composite)
  2. Enumerate atomic fields & normalization candidates
  3. Parallel authoritative source capture (official + regulatory)
  4. Secondary synthesis (industry reports / analyst notes)
  5. Annotate provenance arrays & confidence levels
  6. Derive helper artifacts (lookup maps, param templates)
  7. Version snapshot & changelog delta commit

Primary Sourcing Targets

  • Official regulatory portals & gazettes
  • Ministry / agency primary publications
  • Accredited education directories
  • Statistical bureau / macro data releases
  • Licensing & ownership registries
  • Industry body whitepapers (corroborative)

Working Notes

  • Keep each JSON artifact constrained: one concept cluster per file.
  • Record every ambiguous regulatory interpretation with rationale + date.
  • Separate raw fact arrays from derived scoring / ranking layers.
  • Prefer additive extension (append fields) over in-place mutation.
  • Create parameter template early to avoid hard-coded query shapes.
  • Automate lightweight diff lint before publishing new version hashes.

Map Your MCP Server Initiative

Send over your current constraints, target use-cases and environment. I'll respond with an initial architecture outline and sequencing approach.