Mengram

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

python

documentationsearch

Ai Exa

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

Groundroute Web Search

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

Keenable Web Search

stdio

Live web search and clean-markdown page fetch over the Keenable web index.

Mengram

remote

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Getting Started

npx @getmcp/cli add io.github.alibaizhanov/mengram

Requires Python 3.10+. Community-contributed server. Review source before installing.

Required Environment Variables

Authorization
Bearer <your Mengram API key> — free key at https://mengram.io

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.alibaizhanov/mengram": {
      "url": "https://mengram.io/mcp",
      "transport": "streamable-http",
      "headers": {
        "Authorization": ""
      }
    }
  }
}

Claude Desktop MCP documentation

Related Servers

Biel.ai

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

python

documentationsearch

Ai Exa

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

Groundroute Web Search

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

Keenable Web Search

stdio

Live web search and clean-markdown page fetch over the Keenable web index.