Demonstrates the implementation of Model Context Protocol (MCP) using Langchain MCP Adapters and Ollama.
Demonstrates the implementation of Model Context Protocol (MCP) using Langchain MCP Adapters and Ollama.
LLMs alone can't execute real-world tasks — they only generate text. To build powerful AI assistants, we need to integrate them with tools like:
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| client.py | A basic MCP client interacting only with a single mathserver. |
| mathserver.py | An MCP server that exposes simple math operations (e.g., addition, multiplication). |
| weatherserver.py | An MCP server simulating weather data responses. |
| multiclient.py | A multi-client setup where the MCP client can connect to both the math and weather servers. |
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment
A Model Context Protocol (MCP) server that provides secure access to Neon PostgreSQL databases, enabling AI assistants like Claude to interact with your database through standardized tools.
Unofficial MCP server for querying Cloudflare Durable Object SQLite storage from AI clients (Claude Code, Cursor, Windsurf, etc.). Gives AI clients
DrawDB - Free, simple, and intuitive database design tool and SQL generator