MCP MCP server · io.github.MervinPraison
io.github.MervinPraison/praisonai
AI Agents Framework with Self Reflection and MCP support
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PraisonAI is an AI agents framework with self-reflection and MCP support, exposing an MCP server over stdio. Its README describes a five-layer agent stack covering prompt, context, harness, loop, and graph, with 100+ LLM providers, persistence options, and a dashboard UI.
You want a single framework that spans agent prompting, tool dispatch, loop control, and multi-agent graph orchestration with MCP connectivity.
Use it to
- Build single and multi-agent workflows
- Connect agents via stdio, HTTP, WebSocket, or SSE MCP transports
- Add custom tools with validated inputs
- Persist agent state in SQL or NoSQL databases
- Manage agents through the Claw dashboard UI
For Developers building LLM agent applications in Python or JavaScript.
- Runs
- installed — on your machine
- Transport
- stdio
- Packaged as
- pypi:praisonai
- Install
- uvx praisonai
- Version
- 2.3.42
- Last release
- 2025-12-18
topicsai-agentsmcpmulti-agentllmorchestrationpython