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Model Context Protocol (MCP) Server Directory

The Model Context Protocol (MCP) standardizes how frontier LLMs connect to local codebases, live databases, and developer tools across Cursor, Claude Desktop, and autonomous agents.

Discover verified, production-hardened FastMCP Python and TypeScript server implementations, Zod schemas, STDIO/SSE transports, and sandboxed enterprise integrations.

Deep Dive AI Tools

Build a Lemmalog Datalog Memory MCP Server: Provenance-Tracked Facts for LLM Agents [2026]

Lemmalog (294 GitHub stars, trending September 2026) is a Datalog engine for LLM agent memory that provides stratified rules, provenance-tracked facts, and incremental derivation. Build a FastMCP server that gives agents persistent, queryable memory with full provenance — every fact the agent knows includes a chain of reasoning back to its source.

Deepak Bagada Deepak Bagada
7m read
Deep Dive AI Tools

Build a Mistral Sovereign Open-Weight Gateway MCP Server: vLLM-Served Models as Agent Tools in 2026

Mistral's €3B Series D at €21B+ valuation marks the largest European tech funding round ever. The company's open-weight models — Mistral Small 4, Medium 3.5, OCR 4, and Voxtral TTS — represent the only full-stack sovereign AI stack. Build a FastMCP gateway server that serves these models via vLLM as drop-in agent tools for Claude Desktop, Cursor, and Windsurf, with data sovereignty guarantees baked into the tool routing layer.

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Tools

Build a WeatherNext-Powered Weather Intelligence MCP Server: Live Forecasts for Agent Planning [2026]

Google DeepMind's WeatherNext 3, released September 2026 with 347 HN points, delivers hourly global weather forecasts using live satellite data with 1.4B parameters. Build a FastMCP server that provides real-time weather intelligence, forecast comparisons, and severe weather alerts as agent tools for logistics planning, outdoor operations, and emergency response workflows.

Deepak Bagada Deepak Bagada
7m read
Deep Dive AI Tools

Build a Figma Context MCP Server: Pixel-Perfect Design-to-Code for Cursor & Claude in 2026

Figma Context MCP is the 15.8K-star server that delivers Figma layout information to AI coding agents like Cursor, Claude Desktop, and Windsurf. Build your own FastMCP implementation that fetches frames, computes computed layouts with absolute positions, extracts text styles, and exposes clean MCP tools for pixel-perfect design-to-code conversion.

Deepak Bagada Deepak Bagada
8m read
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