Diffusion Love Knowledge

Public knowledge and news search. Unmatched public queries may be retained for research.

Should I use this

Quality & Safety

A
Description quality
95%
Schema completeness
80%
Naming quality
90%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~501Tokens (tool definitions)
~749 BTypical response size
Minimal attention impact (0.39% 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": {
    "diffusion-love-knowledge": {
      "url": "https://diffusion.love/mcp"
    }
  }
}

Remote endpoints

https://diffusion.love/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_knowledge(query, domain, project, limit)

Lexically search the pinned public knowledge snapshot. Results are search matches, not approved proposals.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 1000
    },
    "domain": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "project": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "query"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢read_knowledge(page, section)

Read an exact indexed Markdown page or section from the pinned knowledge snapshot, including available anchors.

Input Schema

{
  "type": "object",
  "properties": {
    "page": {
      "type": "string",
      "minLength": 1,
      "maxLength": 1000
    },
    "section": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    }
  },
  "required": [
    "page"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢project_updates(family_slug, since, limit)

Read dated feed events for one project family from the pinned news snapshot.

Input Schema

{
  "type": "object",
  "properties": {
    "family_slug": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "since": {
      "type": "string",
      "minLength": 1,
      "maxLength": 10
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "family_slug"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢tooling_for(base_model)

Find snapshot evidence associated with a base model. Coverage remains partial while tool relationships are being built.

Input Schema

{
  "type": "object",
  "properties": {
    "base_model": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    }
  },
  "required": [
    "base_model"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded4 tools