RPCS-1 Agent Tuner & Translation Bridge

Name: RPCS-1 Agent Tuner & Translation Bridge
Author: travisbergen2

MCP serverMCP

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Until 2026-09-25 this record combined several servers published from one repository. The others now have records of their own: Explicit Formula — Second Brain. Checks from before that date include them.

by travisbergen2repository ↗homepage ↗v0.3.0

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30-day availability108/108 checks ok

when	check	result	http	latency	detail
5 h ago	mcp initialize	ok	200	152 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
11 h ago	mcp initialize	ok	200	820 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
18 h ago	mcp initialize	ok	200	921 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
24 h ago	mcp initialize	ok	200	142 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
30 h ago	mcp initialize	ok	200	274 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	194 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	178 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	172 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	184 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools
3 d ago	mcp initialize	ok	200	191 ms	server rpcs1-agent-tuner 0.4.2 · protocol 2025-06-18 · 9 tools

Tools observed via MCP handshake

recommend_agent_configuration — Diagnose why a deployed AI agent may fail. Takes environmental entropy, predictability, stakes, context horizon, and commitment style, then returns receiver pro
interpret — Detect ambiguity in user messages using the RPCS-1 Signature Ambiguity Framework. Returns AR level (AR0-AR5), confidence, candidate interpretations with scores,
fork — The calibrated ambiguity surface: deterministic structural fork detectors (reference, scope, grouping, compare-vs-choose, polysemy) with character-offset spans,
normalize — Clean up text with ellipses, fragments, and run-on thoughts into coherent prose. Use when a user types stream-of-consciousness or fragmented input.
rewrite — Get rewrite instructions for adapting text to a specific style: technical, plain, socially_gentle, concise, detailed, or direct. Use when communication needs to
calibrate_profile — Build a ReceiverProfile (TI, SG, FT, UE, AR — continuous 0-100, never a category label) from five behavioral forced-choice answers. Call with NO answers to get
prepare_prompt — The inbound half of the Translation Bridge loop. Takes the user’s raw message (possibly ambiguous, fragmented, or underspecified) plus their ReceiverProfile, an
render_reply — The outbound half of the Translation Bridge loop. Takes your draft reply plus the user’s ReceiverProfile and returns deterministic rendering instructions (struc
route_intent — Entropy routing over competing interpretations — the model proposes, the deterministic core disposes. YOU generate the candidate readings of the user’s message

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kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryio.github.travisbergen2/rpcs1-agent-tuner

first seen 1 mo ago · fetched 2 d agoopen ↗

Field history (7 recent events)

1 mo ago · declared · summary → "Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts."
1 mo ago · declared · description → "Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts."
1 mo ago · declared · publisherName → "travisbergen2"
1 mo ago · declared · homepageUrl → "https://rpcs1.dev/tuner?utm_source=official-mcp-registry&utm_medium=mcp-directory&utm_campaign=listing"
1 mo ago · declared · repoUrl → "https://github.com/travisbergen2/rpcs1-sdk"
1 mo ago · declared · version → "0.3.0"
1 mo ago · declared · protocols → ["mcp"]

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