Model Context Protocol (MCP) Server Directory

Scale your autonomous operations without breaking the bank using DeepSeek V4-Flash.

Master dynamic model routing using OpenAI's latest GPT-5.6 Sol and Luna models.

Guardrails are not moat-to-LLM. The checkpoint-first pattern schedules a human only at points that genuinely need judgment, contracts the blast radius of mistakes, and makes agentic adoption easier for auditors.

Meta shipped Muse Code and updated Muse Spark - terminal-native coding agents. See the engineering differentiators (agent-env interfaces, tool-verified actions) against Codex-class competitors.

Liquid AI's LFM2.5-2.6B is a 2.69B-param model tuned for agentic tool-calling with 128K context that runs under 2.5 GB. At 220 tok/s on M5 Max and 30 tok/s on a phone, on-device autonomous agents are economically feasible.

Amazon's Bedrock AgentCore is a unified gateway for agents; Dogwood (a Cedar-based policy language) evaluates changes from single requests to full sequences, rate-limiting requests, tokens and simultaneous connections.

Cloudflare opened Kitesurf free beta: an agent-first browser where models don't render layout but drive actions, and context/token budget are first-class, with its own prompt-injection threat model.

Learn to build resilient autonomous agent swarms that automate complex enterprise onboarding workflows dynamically.

Build a real-time fact-checking architecture capable of analyzing live video and audio streams using Kafka and Gemini.

Automate the ingestion and synthesis of scientific research papers using a multi-agent system orchestrated by Airflow.

Unlock advanced GraphRAG capabilities in Claude Desktop by natively querying Neo4j graph databases through the Model Context Protocol.

Transform your AI into a full-fledged DevOps assistant with the Docker Compose Orchestrator MCP, enabling native container management and log analysis.