MCP MeasureMCP Measure

index observed

MemorySync Documentation

Search and read the current MemorySync documentation while writing integration code.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
77%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~532Tokens (tool definitions)
~1.6 KBTypical response size
Minimal attention impact (0.42% 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": {
    "docs": {
      "url": "https://docs.memorysync.io/mcp"
    }
  }
}

Remote endpoints

https://docs.memorysync.io/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

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

Search the MemorySync documentation and return matching pages with their headings and a link to the full Markdown text.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "What to search for, in natural language or keywords."
    },
    "limit": {
      "type": "integer",
      "description": "Maximum pages to return (1-20).",
      "minimum": 1,
      "maximum": 20,
      "default": 5
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "count": {
      "type": "integer"
    },
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "title": {
            "type": "string"
          },
          "section": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "markdown_url": {
            "type": "string",
            "description": "Plain Markdown twin of the page. Pass its path to read_doc."
          },
          "summary": {
            "type": "string"
          },
          "headings": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "score": {
            "type": "number"
          }
        }
      }
    }
  },
  "required": [
    "query",
    "count",
    "results"
  ]
}
🟢read_doc(path)

Read the full Markdown text of one documentation page. Prefer this over a search snippet when you need exact method names, parameters, fields or limits.

Input Schema

{
  "type": "object",
  "properties": {
    "path": {
      "type": "string",
      "description": "Page path such as '/quickstart' or '/api/memory/add', or its full URL."
    }
  },
  "required": [
    "path"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "title": {
      "type": "string"
    },
    "section": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "content": {
      "type": "string",
      "description": "The full page as Markdown."
    },
    "error": {
      "type": "string",
      "description": "Present only when the page could not be read."
    },
    "message": {
      "type": "string"
    }
  }
}
🟢list_doc_sections

List the top-level documentation sections and how many pages each contains, to orient before searching.

Input Schema

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

Output Schema

{
  "type": "object",
  "properties": {
    "total_pages": {
      "type": "integer"
    },
    "sections": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string"
          },
          "pages": {
            "type": "integer"
          }
        }
      }
    },
    "index_url": {
      "type": "string"
    },
    "full_index_url": {
      "type": "string"
    }
  },
  "required": [
    "total_pages",
    "sections"
  ]
}

Recommended Prompts

search_research
Search for information about [topic] using MemorySync Documentation
Expected tools: search_docs
find_specific
Find [specific item] using MemorySync Documentation
Expected tools: search_docs
retrieve_data
Get details about [item] from MemorySync Documentation
Expected tools: read_doc
fetch_info
Fetch [information type] using MemorySync Documentation
Expected tools: read_doc
list_items
List all [items] available in MemorySync Documentation
Expected tools: list_doc_sections

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded3 tools
verifiedversion not recorded3 tools