Question 1

What is Speelka Agent?

Accepted Answer

Speelka Agent is a universal LLM agent based on the Model Context Protocol (MCP), designed to utilize tools from other MCP servers for improved accuracy and cost-effectiveness.

Question 2

What is MCP (Model Context Protocol)?

Accepted Answer

MCP is an open protocol that standardizes how applications provide context to LLMs, allowing AI models to access and interact with external data sources and tools.

Question 3

What are the key features of Speelka Agent?

Accepted Answer

Key features include precise agent definition, client-side context optimization, LLM flexibility, centralized tool management, multiple integration options, built-in reliability, extensibility, MCP-aware logging, and flexible configuration.

Question 4

What LLM providers does Speelka Agent support?

Accepted Answer

Speelka Agent supports OpenAI (GPT-3.5, GPT-4, GPT-4o) and Anthropic (Claude models).

Question 5

How do I configure Speelka Agent?

Accepted Answer

Configuration can be provided using YAML, JSON, or environment variables. Example configuration files are available in the `site/examples` directory.

Question 6

Can I restrict the tools available to Speelka Agent?

Accepted Answer

Yes, you can control which tools are available from each MCP server using the `includeTools` and `excludeTools` options in the configuration.

Question 7

What is direct call mode in Speelka Agent?

Accepted Answer

Direct call mode allows you to process a single query and output a JSON result, useful for scripting, automation, or integration with other tools.

Question 8

How does Speelka Agent integrate with UBOS?

Accepted Answer

Speelka Agent integrates with the UBOS platform, providing a comprehensive environment for orchestrating AI Agents, connecting them with enterprise data, and building custom AI Agents and Multi-Agent Systems.

Question 9

What are the prerequisites for installing Speelka Agent?

Accepted Answer

Prerequisites include Go 1.19 or higher, LLM API credentials (OpenAI or Anthropic), and optional external MCP tools.

Question 10

Where can I find more documentation about Speelka Agent?

Accepted Answer

More detailed information can be found in the [System Architecture](documents/architecture.md), [Implementation Details](documents/implementation.md), [Project File Structure](documents/file_structure.md), [Reference Materials](documents/knowledge.md), and [External Resources](documents/remote_resources.md) documentation.

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