"Flat" matching MCP servers:

Flatten Claude Code sessions: keep every prompt and event verbatim, resume at a lower token count. An MCP server.

MCP proxy that bundles flat tool lists into hierarchical subcommand groups, reducing context token usage and improving tool discovery.

Enables Claude Code to hand off prompts, research, and adversarial reviews to non-Claude models such as GPT-5.5 and Gemini 3.1 Pro through the pi CLI, billed to an existing flat-rate subscription. Delegates run read-only and web-capable, with evidence tracking, continuation threads, and file-based output to keep context small.

Lets an agent reach many downstream MCP servers and Agent Skills through a single relay connection, loading their tool manifests only on demand so the always-on context stays flat as servers are added. The agent works through three meta-tools — list_capabilities, discover_tools and route — while the relay forwards requests without interpreting them.

MCP proxy that bundles flat tool lists into hierarchical subcommand groups to reduce context token usage, supporting multi-server aggregation and auto-generated help from tool schemas.

A community MCP server for float.com.