# VerifiMind PEAS - RefleXion Trinity [Health: Active] **Category:** 💻 Developer Tools **Repository:** https://github.com/creator35lwb-web/VerifiMind-PEAS **GitHub Stars:** 2 **Views:** 0 **Installs:** 0 **Upvotes:** 0 **Directory Page:** https://allmcps.com/mcp/verifimind-peas-reflexion-trinity ## Description Multi-Agent AI Validation with X-Z-CS RefleXion Trinity for ethical and secure app development ## Claude Desktop Quick Installation Install path detected from listing signals. Uses `npx` (confidence: high): ```json "mcpServers": { "verifimind-peas-reflexion-trinity": { "command": "npx", "args": ["-y","mcp-remote"] } } ``` ## Documentation & README
VerifiMind PEAS # VerifiMind PEAS **An opinionated MCP server for structured multi-LLM critique.** Three specialized agents — Innovation, Ethics, Security — review your concept before you build it. Multi-vendor (Gemini · Claude · GPT · Groq · Cerebras · Mistral · Ollama). Free, open-source, MCP-native. [![Version](https://img.shields.io/badge/version-v0.5.62-blue.svg)](CHANGELOG.md) [![License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE) [![Status](https://img.shields.io/badge/status-Operational-success.svg)](SERVER_STATUS.md) [![MCP Registry](https://img.shields.io/badge/MCP%20Registry-Listed-purple)](https://registry.modelcontextprotocol.io/?q=verifimind) [![Health](https://img.shields.io/badge/Health-LIVE-success)](https://verifimind.ysenseai.org/health) [![Genesis DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.17972751.svg)](https://doi.org/10.5281/zenodo.17972751) [![MACP DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21345820.svg)](https://doi.org/10.5281/zenodo.21345820) [![Dataset DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21276884.svg)](https://doi.org/10.5281/zenodo.21276884) [![HuggingFace Dataset](https://img.shields.io/badge/HuggingFace-Dataset-yellow)](https://huggingface.co/datasets/YSenseAI/verifimind-peas-eval)
--- ## Quick Start > Use `streamable-http` transport and the trailing slash `/mcp/`. See [docs/MCP_Server_Troubleshooting_Guide.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/MCP_Server_Troubleshooting_Guide.md) if you hit issues. **Claude Code** (one command): ```bash claude mcp add -s user verifimind -- npx -y mcp-remote https://verifimind.ysenseai.org/mcp/ ``` **Claude Desktop** (macOS: `~/Library/Application Support/Claude/claude_desktop_config.json` · Windows: `%APPDATA%\Claude\claude_desktop_config.json`): ```json { "mcpServers": { "verifimind": { "command": "npx", "args": ["-y", "mcp-remote", "https://verifimind.ysenseai.org/mcp/"] } } } ``` **Cursor / VS Code Copilot** (`.cursor/mcp.json` or `.vscode/mcp.json`): ```json { "servers": { "verifimind": { "url": "https://verifimind.ysenseai.org/mcp/", "transport": "streamable-http" } } } ``` After [registering](https://verifimind.ysenseai.org/register), add `--header "X-VerifiMind-UUID:${VERIFIMIND_UUID}"` to opt into the personal usage dashboard at `/early-adopters/dashboard/{uuid}`. Registration is optional. --- ## What this is VerifiMind PEAS is an MCP server that runs your concept through **three specialized LLM judges in sequence**: | Agent | Role | Question it answers | |---|---|---| | **X (Innovation)** | Innovation & competitive positioning | "Is this novel? What's the prior art? What's the strategic angle?" | | **Z (Ethics)** | Ethics, compliance, 21-framework jurisdictional check | "What risks does this raise? GDPR, EU AI Act, SG MGF, etc." | | **CS (Security)** | Security validation, OWASP Agentic AI Top 10 | "What can break? What's the attack surface? What's the reasoning-layer audit say?" | Each later stage receives the prior completed stage's structured analysis. You get a unified assessment with scores, findings, recommendations (PROCEED / REVISE / REJECT), and explicit stage provenance. Only documented output fields are passed forward; hidden model internals are not exposed. **What this is not:** "Verification" in the formal-methods sense. The output is structured multi-LLM critique, not a mathematical proof. We make that distinction explicitly. --- ## The 13 tools All 13 tools remain **free for everyone** under the [Core Tools Always Free pledge](#core-tools-always-free-pledge). **8 are currently active; 5 are temporarily unavailable for security maintenance** — three coordination tools plus two custom-template mutation tools. ### Trinity validation (4 tools) - `consult_agent_x` — Innovation analysis with competitive positioning - `consult_agent_z` — Ethics review with 21-framework jurisdictional coverage - `consult_agent_cs` — Security validation, OWASP Agentic AI Top 10 - `run_full_trinity` — X → Z → CS pipeline with structured stage context and a unified assessment **Output-integrity contract (v0.5.58):** an agent's generated scores, findings, recommendation, analysis, and veto state are returned only when its inference quality is explicitly `real`. Provider failures now degrade only the affected stage, preserve successful sibling stages, and expose typed stage attribution. Incomplete runs withhold aggregate score/confidence and are not saved to shared history. ### Template management (6 tools — 4 active, 2 temporarily unavailable) - `list_prompt_templates` — Browse templates by agent, category, or tag - `get_prompt_template` — Retrieve a template by ID - `export_prompt_template` — Export to Markdown or JSON - `register_custom_template` — **temporarily unavailable** pending owner-scoped storage - `import_template_from_url` — **temporarily unavailable** pending owner isolation and URL-fetch hardening - `get_template_statistics` — Registry stats by agent / phase / type ### Coordination (3 tools) — TEMPORARILY UNAVAILABLE - `coordination_handoff_create` — *disabled* - `coordination_handoff_read` — *disabled* - `coordination_team_status` — *disabled* > **These three tools are disabled and currently return `COORDINATION_TEMPORARILY_DISABLED` for every caller.** > > Records created through them were stored in a shared, unauthenticated namespace; they are no longer readable or writable through the public API. The four validation tools remain fully available. > > They will return only after private, owner-scoped storage ships. Until then, keep coordination state in your own repository — the handoff markdown format is documented in this repo. Incident reference: `VM-IR-2026-07-28-COORD-01`. > **The Always Free pledge is unchanged.** This is a security containment, not a paywall and not a tier change. Nothing here is or becomes a paid feature. ### Custom-template mutation (2 tools) — TEMPORARILY UNAVAILABLE `register_custom_template` and `import_template_from_url` return `CUSTOM_TEMPLATE_TEMPORARILY_DISABLED` for every caller. Public built-in template listing, retrieval, export, and statistics remain available and exclude process-local custom entries. This containment prevents cross-caller custom-template visibility while owner-scoped storage is built and removes the public arbitrary URL-fetching path. Incident reference: `VM-IR-2026-08-01-TEMPLATE-01`. --- ## Core Tools Always Free Pledge > All VerifiMind PEAS validation tools are free to use, forever. No paywall, no premium tier for tool access. Rate limits apply for system health only (not as monetization). Paid services, when they launch, will be consultation reports — separate from the tools. Ratified by L (CEO) + Alton (Human Orchestrator) + T (CTO) on May 9, 2026. Active in production since v0.5.28 (May 10, 2026). **Rate limits (system health, equal for all tiers):** | Tier | Identity | Limit | |---|---|---| | Anonymous | IP only | 10 req/60s | | Scholar | UUID (free registration) | 30 req/60s | | EA / PILOT | UUID + email | 100 req/60s | --- ## Methodology overview VerifiMind PEAS productizes the **multi-judge LLM evaluation pattern** — a well-established approach in the AI evaluation literature — into an opinionated MCP server with three specialized roles, a Genesis Master Prompt continuity layer, and a multi-vendor BYOK architecture. **What's ours:** - Productization quality of the X / Z / CS specialization - MCP-native exposure (works in Claude Code / Cursor / VS Code / ChatGPT Codex) - Multi-vendor design (not locked to one LLM family) - Genesis Master Prompt — stateful continuity across multi-model workflows - 21-framework jurisdictional coverage in the Ethics agent (GDPR · EU AI Act · SG MGF · etc.) **What's prior art:** Multi-judge LLM evaluation, LLM-as-judge scoring, multi-model orchestration. See [Related Work](#related-work) for citations. We do not claim the underlying methodology is novel. --- ## Architecture The full system architecture — from the foundational X / Z / CS multi-agent validation design through the Phase 90 production deployment (MCP transport, BYOK provider layer, security hardening, FLYWHEEL coordination) — is documented in a single comprehensive, fact-checked diagram: **→ [VerifiMind-PEAS Architecture Diagram](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/architecture/VerifiMind-PEAS-Architecture-Diagram.md)** --- ## Related Work VerifiMind PEAS builds on and acknowledges: - **ChatEval** (Chan et al., 2023, [arXiv:2308.07201](https://arxiv.org/abs/2308.07201)) — Multi-agent debate framework - **MAJ-EVAL** — Multi-Agent-as-Judge evaluation pattern - **CollabEval** — Collaborative LLM evaluation with role-based agents - **HELM** ([Stanford CRFM](https://crfm.stanford.edu/helm/)) — Holistic Evaluation of Language Models - **Inspect** ([UK AI Safety Institute](https://inspect.ai-safety-institute.org.uk/)) — Open-source safety evaluation framework - **G-Eval / GPTScore** — LLM-as-judge scoring methodologies Our contribution: **productization quality**, **MCP integration path**, **multi-vendor architecture**, and the **Genesis Master Prompt** continuity layer. --- ## Status & Metrics - **Server:** `v0.5.62` — [verifimind.ysenseai.org](https://verifimind.ysenseai.org) · [/health](https://verifimind.ysenseai.org/health) - **Landing Page:** [verifimind.io](https://verifimind.io) - **Release:** merge [`b434979e`](https://github.com/creator35lwb-web/VerifiMind-PEAS/commit/b434979ea68da0a2326ad3f62dac30888b93dfcd) · Cloud Build `e3ca9551-0292-4b02-9cbf-0cc2b92daa3e` · revision `verifimind-mcp-server-00496-g7s` · post-deploy Trinity **X/Z/CS = real/real/real** - **Tools:** 13 defined / 8 active / 5 temporarily unavailable (all remain free) - **Providers:** 6 remote BYOK catalogues (Gemini · Anthropic · OpenAI · Groq · Cerebras · Mistral) plus caller-managed local Ollama - **Hosted routing:** X = Gemini `gemini-3.5-flash-lite`; Z/CS = Groq `openai/gpt-oss-120b` - **Runtime provider failover:** disabled (`runtime_failover_enabled: false`) - **MCP Registry package:** `3.39.0` For live release history, see [`/changelog`](https://verifimind.ysenseai.org/changelog). We deliberately do not display unaudited "total users" numbers because bot, scanner, and development traffic can distort them. Exact deployment provenance and the full dated operational snapshot are documented in [SERVER_STATUS.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/SERVER_STATUS.md). --- ## Common mistakes | Mistake | Fix | |---|---| | Using `https://verifimind.ysenseai.org/mcp` (no slash) | Use `/mcp/` with trailing slash — required by streamable-http transport | | Connecting via `server.smithery.ai/...` | Smithery legacy was sunset March 1, 2026. Use the direct URL above. | | Mixing transports | Use `streamable-http`, not `http-sse` | | Coordination tools returning `COORDINATION_TEMPORARILY_DISABLED` | Expected. They are disabled for every caller pending owner-scoped storage — see [Coordination](#coordination-3-tools--temporarily-unavailable). Not a paywall; the 8 active tools remain available. | | Custom-template mutation returning `CUSTOM_TEMPLATE_TEMPORARILY_DISABLED` | Expected security containment. Use built-in templates or keep custom templates in your own repository until owner-scoped storage ships. | | Trying to call coordination tools and seeing "PIONEER_TIER_REQUIRED" | You're on v0.5.27 or older — the paywall was removed in v0.5.28 (May 10, 2026). Tool access is free; note the 3 coordination tools are separately disabled (row above). | For a fuller troubleshooting guide, see [docs/MCP_Server_Troubleshooting_Guide.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/MCP_Server_Troubleshooting_Guide.md). --- ## How to cite If you use VerifiMind PEAS in research or a project, please cite. We'd love to hear about it — open a [GitHub Discussion](https://github.com/creator35lwb-web/VerifiMind-PEAS/discussions). ### VerifiMind PEAS (server) ```bibtex @software{verifimind_peas_2026, author = {Lee, Alton and {Manus AI} and {Claude Code}}, title = {VerifiMind PEAS: Multi-Agent AI Validation MCP Server}, year = {2026}, url = {https://github.com/creator35lwb-web/VerifiMind-PEAS}, doi = {10.5281/zenodo.17980791}, note = {Multi-vendor MCP server for structured multi-LLM critique} } ``` [![VerifiMind DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.17980791.svg)](https://doi.org/10.5281/zenodo.17980791) ### Genesis Methodology ```bibtex @misc{genesis_methodology_2025, author = {Lee, Alton and {Manus AI}}, title = {Genesis Prompt Engineering Methodology: Multi-Agent AI Validation Framework}, year = {2025}, url = {https://doi.org/10.5281/zenodo.17972751}, doi = {10.5281/zenodo.17972751} } ``` [![Genesis DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.17972751.svg)](https://doi.org/10.5281/zenodo.17972751) ### MACP (Multi-Agent Communication Protocol) ```bibtex @misc{lee_macp_2026, author = {Lee, Alton Wei Bin and {VerifiMind-PEAS FLYWHEEL TEAM}}, title = {{Multi-Agent Communication Protocol (MACP) v2.5 — Loop Engineering}}, year = {2026}, version = {2.5.0}, publisher = {Zenodo}, url = {https://doi.org/10.5281/zenodo.21345820}, doi = {10.5281/zenodo.21345820} } ``` [![MACP DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21345820.svg)](https://doi.org/10.5281/zenodo.21345820) ### VerifiMind PEAS Evaluation Dataset (M2) ```bibtex @dataset{verifimind_peas_eval_2026, author = {Lee, Alton Wei Bin}, title = {{VerifiMind-PEAS Evaluation Dataset v1.0: Human-Annotated Ground Truth for Multi-Agent Epistemic Verification}}, year = {2026}, publisher = {Zenodo}, version = {v1.0}, doi = {10.5281/zenodo.21276884}, url = {https://doi.org/10.5281/zenodo.21276884}, note = {100-item dataset with 5 domains, ground-truth verdicts, multi-model scoring, and inter-annotator agreement analysis} } ``` [![Dataset DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21276884.svg)](https://doi.org/10.5281/zenodo.21276884) ### Defensive Publication A prior-art defensive publication is registered at DOI [10.5281/zenodo.17645665](https://doi.org/10.5281/zenodo.17645665). --- ## Documentation & links | Resource | Where | |---|---| | **Wiki textbook & operator playbook** | [Home](https://github.com/creator35lwb-web/VerifiMind-PEAS/wiki) · [canonical review source](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/wiki/README.md) | | Architecture diagram | [docs/architecture/VerifiMind-PEAS-Architecture-Diagram.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/architecture/VerifiMind-PEAS-Architecture-Diagram.md) | | Live server health | [verifimind.ysenseai.org/health](https://verifimind.ysenseai.org/health) | | Server changelog | [verifimind.ysenseai.org/changelog](https://verifimind.ysenseai.org/changelog) · [CHANGELOG.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/CHANGELOG.md) | | Server status | [SERVER_STATUS.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/SERVER_STATUS.md) | | Roadmap | [ROADMAP.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/ROADMAP.md) | | MCP setup troubleshooting | [docs/MCP_Server_Troubleshooting_Guide.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/MCP_Server_Troubleshooting_Guide.md) | | Research library | [/library](https://verifimind.ysenseai.org/library) · [/research](https://verifimind.ysenseai.org/research) | | Validation Paradox reflections | [/research/paradox](https://verifimind.ysenseai.org/research/paradox) | | Evaluation Roadmap (v1.0, tagged `roadmap-v1.0`) | [/research/evaluation-roadmap](https://verifimind.ysenseai.org/research/evaluation-roadmap) · [canonical source](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/research/evaluation-roadmap/roadmap-v1.0.md) | | GitHub Discussions | [github.com/creator35lwb-web/VerifiMind-PEAS/discussions](https://github.com/creator35lwb-web/VerifiMind-PEAS/discussions) | | MCP Registry listing | [registry.modelcontextprotocol.io](https://registry.modelcontextprotocol.io/?q=verifimind) | | Hugging Face demo | [YSenseAI/verifimind-peas](https://huggingface.co/spaces/YSenseAI/verifimind-peas) | | **Evaluation Dataset** | [YSenseAI/verifimind-peas-eval](https://huggingface.co/datasets/YSenseAI/verifimind-peas-eval) — 100 items, 5 domains, DOI [10.5281/zenodo.21276884](https://doi.org/10.5281/zenodo.21276884) | | Landing page | [verifimind.io](https://verifimind.io) | | Long-form README archive (May 10, 2026 snapshot — 87-Day Journey, 8-Skill Stack, full citation library, expanded changelog) | [docs/archive/README_2026-05-10_comprehensive.md](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/archive/README_2026-05-10_comprehensive.md) | --- ## License VerifiMind PEAS is released under the **MIT License**. See [LICENSE](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/LICENSE) for the full text. ``` Copyright (c) 2025-2026 Alton Lee Wei Bin (creator35lwb) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. ``` The methodology is freely usable under MIT. Forks and derivatives must use different branding. --- ## Community - **GitHub Discussions:** [github.com/creator35lwb-web/VerifiMind-PEAS/discussions](https://github.com/creator35lwb-web/VerifiMind-PEAS/discussions) — preferred for questions, ideas, and feedback - **Issues:** [github.com/creator35lwb-web/VerifiMind-PEAS/issues](https://github.com/creator35lwb-web/VerifiMind-PEAS/issues) — bugs and feature requests - **Email:** creator35lwb@gmail.com — direct contact - **X (Twitter):** [@creator35lwb](https://x.com/creator35lwb) For paid consultation engagements (planned, not yet active), use [GitHub Discussions](https://github.com/creator35lwb-web/VerifiMind-PEAS/discussions) or email — we'll publish service details and pricing when they're ready. --- ## Acknowledgments VerifiMind PEAS was built collaboratively by the **FLYWHEEL TEAM** — a human orchestrator working with multiple AI agents (Manus AI, Claude Code, Perplexity, Antigravity/Gemini, GodelAI). Multi-agent coordination uses the open [MACP](https://doi.org/10.5281/zenodo.21345820) protocol (v2.5 "Loop Engineering", published 2026-07-14). The development journey is documented publicly in the [Validation Paradox research collection](https://verifimind.ysenseai.org/research/paradox) and the [Public Statements & Disclosures wiki](https://github.com/creator35lwb-web/VerifiMind-PEAS/wiki/Public-Statements). External Model Council review (Claude Opus 4.7 + GPT-5.5 + Gemini 3.1 Pro, May 9, 2026) shaped the current positioning. See [docs/case-studies](https://github.com/creator35lwb-web/VerifiMind-PEAS/blob/HEAD/docs/case-studies) for application examples. --- **Last Updated:** August 23, 2026 · **Version:** v0.5.62 · **MCP Registry:** 3.39.0 · **MACP:** v2.5 "Loop Engineering" ([DOI](https://doi.org/10.5281/zenodo.21345820))