Protologue

Sourced, citable definitions of prompting and LLM techniques, with relations and primary sources.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
83%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~397Tokens (tool definitions)
~442 BTypical response size
Minimal attention impact (0.31% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "protologue": {
      "url": "https://mcp.protologue.com/mcp"
    }
  }
}

Remote endpoints

https://mcp.protologue.com/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_terms(query, limit)

Search Protologue for prompting and LLM techniques by name, synonym or keyword. Returns matching entries with their one-sentence definitions and canonical URLs.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Technique name, synonym or keyword, e.g. 'chain of thought' or 'RAG'."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 25,
      "default": 8,
      "description": "Maximum number of results."
    }
  },
  "required": [
    "query"
  ]
}
🟢get_term(term)

Get the full Protologue entry for one technique: definition, description, synonyms, introduction year, primary sources, canonical URL, permanent identifier and a ready-made citation. Accepts a name, synonym, slug (e.g. 'react') or identifier (e.g. 'PTL-0058').

Input Schema

{
  "type": "object",
  "properties": {
    "term": {
      "type": "string",
      "description": "Technique name, synonym, slug or PTL identifier."
    }
  },
  "required": [
    "term"
  ]
}
🟢get_related(term)

List the techniques Protologue links to a given technique: broader (it is a kind of), narrower (kinds of it) and related.

Input Schema

{
  "type": "object",
  "properties": {
    "term": {
      "type": "string",
      "description": "Technique name, synonym, slug or PTL identifier."
    }
  },
  "required": [
    "term"
  ]
}
🟢list_categories

List Protologue's branches (categories) and the techniques in each.

Input Schema

{
  "type": "object",
  "properties": {}
}

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools