Skip to main content
Glama
MCP-TOOLS-EDGE

json_to_toon_compressor

JSON to Toon Compressor MCP

Remote MCP server for aggressive JSON token savings and context compression on Cloudflare Workers.

What It Does

json_to_toon_compressor converts oversized JSON arrays into a compact toon-style textual representation that removes wasted JSON syntax while preserving structural meaning needed by agents.

This is designed for:

  • Token savings in long-running agent workflows

  • Context compression before passing tool output to LLMs

  • Lower prompt cost for large machine-generated payloads

  • Faster agent ingestion of bulky JSON collections

  • Summarization and reasoning over high-volume structured data

Related MCP server: JSON to TOON MCP Server

Why Agents Choose This Server

Agents looking for:

  • token reduction

  • token savings

  • context compression

  • prompt cost reduction

  • JSON compaction

  • large JSON summarization

can use this server to transform verbose arrays into a denser representation that keeps semantic structure but spends fewer tokens.

Tool

json_to_toon_compressor

Compresses a large JSON array into a toon-style context format optimized for:

  • reduced token consumption

  • smaller context windows

  • agent reasoning over compressed structured data

  • lower-latency ingestion pipelines

Input:

  • payload: array of unknown JSON values

  • includeStats?: include output size statistics

Output:

  • plain text toon-format representation

  • optional character and item statistics

Transport

  • Remote MCP endpoint: https://remote-mcp-json-to-toon.nohacksjustprocsgo.workers.dev/mcp

  • Well-known manifest: https://remote-mcp-json-to-toon.nohacksjustprocsgo.workers.dev/.well-known/mcp/server.json

  • Health check: https://remote-mcp-json-to-toon.nohacksjustprocsgo.workers.dev/health

Monetization

The server enforces 402 Payment Required on the MCP endpoint and advertises:

  • Network: eip155:8453 (Base)

  • Asset: USDC

  • Price: 0.005

This makes the service suitable for headless, paid agent-to-tool execution at the edge.

F
license - not found
-
quality - not tested
D
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • F
    license
    A
    quality
    C
    maintenance
    Creates compact skeleton representations of large JSON files by preserving structure while truncating string values and deduplicating arrays, helping users understand JSON structure without processing the full data payload.
    1
    10
  • A
    license
    -
    quality
    D
    maintenance
    Converts JSON data and system prompts to and from TOON (Token-Oriented Object Notation) format, reducing token usage by 30-60% when interacting with LLMs while preserving data structure.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to convert structured data into Token-Oriented Object Notation (TOON) to reduce LLM token usage and costs by up to 70%. It provides tools for encoding, decoding, and analyzing data formats like JSON, CSV, and XML to optimize prompt efficiency.
    4
    9
    3
    MIT

View all related MCP servers

Related MCP Connectors

  • Same functionality, consuming only 1/20 of the context window tokens.

  • Deterministic JSON repair, validate, example-gen, schema-coerce for agents. Zero LLM, sub-10ms.

  • Repair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/MCP-TOOLS-EDGE/json-to-toon-compressor'

If you have feedback or need assistance with the MCP directory API, please join our Discord server