MCP Response Standardizer

Example Use Cases

• 1

  Ingest and normalize responses from different Ergo MCP endpoints into a single, predictable JSON schema for downstream processing.

• 2

  Perform address clustering and entity identification using the Ergo Explorer MCP's graph-based clustering and co-spending analysis.

• 3

  Historical token holder tracking and token distribution snapshots with block-height-aware transfer history for analytics and reporting.

Description

This project normalizes responses from the Ergo Explorer MCP by detecting formats (JSON, Markdown, plaintext, mixed), extracting structured data (including embedded JSON and markdown elements), and returning a unified JSON envelope with metadata and token estimates. It preserves original JSON structures, extracts data from markdown and text, and handles error responses consistently. The repository also documents broader Ergo Explorer MCP features such as blockchain exploration endpoints, address clustering/entity identification, token history tracking, and Open WebUI visualization integration.