Solitaire For Agents
Give your custom agent persistent persona, session continuity, and self-tuning retrieval instead of stateless one-shot chats.
Overview
Solitaire for Agents is a MCP server for the Build phase that provides evolving persona, session continuity, and self-tuning retrieval for AI agents.
What is this MCP server?
- PyPI stdio package solitaire-ai (v1.5.2) for local MCP integration
- Evolving persona layer for long-running agents
- Session continuity across tool calls and conversations
- Self-tuning retrieval to adapt what the agent remembers and fetches
- PyPI package solitaire-ai at version 1.5.2
- Stdio MCP transport (no remote URL in registry manifest)
- Marketed as identity infrastructure with persona, sessions, and retrieval tuning
What problem does it solve?
Custom agents feel brittle because persona and context reset every session and retrieval never improves with use.
Who is it for?
Indie developers building persistent coding or operations agents who need memory and persona beyond a single chat thread.
Skip if: One-off script users, teams that only need stateless completions, or builders unwilling to run a Python stdio MCP alongside their stack.
What do I get? / Deliverables
After wiring solitaire-ai over stdio MCP, your agent keeps identity and sessions coherent while retrieval adapts to how you actually work.
- MCP-backed evolving persona and session state for your agent
- Self-tuning retrieval behavior integrated into agent tool loops
Recommended MCP Servers
Journey fit
Agent identity and memory infrastructure is built when you productize an agent, not when you only sketch an idea. Agent-tooling subphase covers MCP servers that extend runtime behavior—persona evolution, sessions, and retrieval tuning.
How it compares
Agent identity and memory MCP, not a hosted chat UI or a single-purpose GitHub integration.
Common Questions / FAQ
Who is Solitaire For Agents for?
Solo builders and agent authors who want durable persona and session behavior in Claude Code, Cursor, or other stdio MCP hosts.
When should I use Solitaire For Agents?
Use it while building and hardening agent-tooling—especially when sessions must continue across days and retrieval should improve without manual prompt hacks.
How do I add Solitaire For Agents to my agent?
Install the solitaire-ai PyPI package (v1.5.2), configure stdio MCP in your client pointing at that entrypoint, and connect per the Solitaire-for-Agents GitHub docs.