"Nano" matching MCP servers:

A local stdio MCP server for generating images using Google's Gemini image models, saving to disk as JPEG.

Memory-efficient MCP server for reading and splitting large PDF files page by page using PyMuPDF.

A minimal MCP server demo written without the MCP Python SDK that demonstrates the complete protocol flow. It provides weather, file search, and datetime tools, and includes a CLI client that bridges MCP tools with OpenAI function calling.

A lightweight MCP server for file manipulation, code searching, and shell command execution, with optional semantic search using local embeddings.

A Model Context Protocol server that enables Claude AI to interact with Xano databases, providing comprehensive database operations, file management, and request history tracking through a standardized interface.

Hierarchical markdown-based memory system for AI agents. Enables efficient context management by loading only relevant rooms (directories) instead of full memory.