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Mnehmos/README.md

Mnehmos

๐ŸŒ Live Site: mnehmos.github.io/Mnehmos

MCP Infrastructure ยท Verifier-Gated Systems ยท AI-Powered Games

I build deterministic engines that let AI agents act on real state โ€” and then check the work. Every project here follows the same rule: the model proposes, the engine validates.

GitHub Stars Multi-Agent Framework MCP Servers


๐Ÿ”ง MCP Servers

Tools don't think, they act. Same inputs, same outputs, every time.

Project Tools What it does
mnehmos.rpg.mcp 145 Full D&D 5e backend โ€” combat, spells, quests, 1100+ creature presets
mnehmos.ooda.mcp 62 Full computer control โ€” filesystem, shell, screen, keyboard, mouse, clipboard
mnehmos.index-foundry.mcp 40+ Deterministic RAG pipeline โ†’ deployed chatbots in minutes
mnehmos.synch.mcp 19 Persistent memory bank, context handoffs, locks for agent coordination
mnehmos.trace.mcp 11 Schema validation between MCP producers and consumers
mnehmos.arxiv.mcp 4 Academic paper search with PDF extraction and caching
mnehmos.reverse-engineer.mcp โ€” remcp โ€” read-only binary analysis: PE/ELF/Mach-O/JVM/.NET, disassembly, cross-build matching, verified symbol KB, JVM decompilation, crypto identification
mnehmos.aseprite.mcp 5 Headless Aseprite โ€” sprite projects, ASCII pixel-map drawing, PNG/GIF/spritesheet export, image pixelation, raw Lua
mnehmos.comfyui.mcp โ€” ComfyUI render control โ€” server status, validation gate, seeded renders with provenance, model inventory
mnehmos.open5e.mcp โ€” Open5e D&D 5e API โ€” spells, monsters, classes with frontend URLs
mnehmos.devwiki.mcp โ€” Local deterministic DevWiki retrieval layer
mnehmos.ffmpeg-llm.mcp โ€” FFmpeg editing engine with LLM autopilot
mnehmos.sight.mcp โ€” Screen vision and guided UI tasks
mnehmos.fnvedit.mcp โ€” Fallout: New Vegas plugin editing
mnehmos.personal.github.mcp โ€” GitHub automation from inside an agent loop

โœ… Verifier-Gated Research

Every proof kernel-checked, every artifact hash-pinned.

Project What it is
llm-driven-proof-search Evidence-preserving environment for AI-assisted mathematical research โ€” formalization, decomposition, certificate generation, Lean verification, publication export
mathcorpus Verifier-gated, provenance-complete, curriculum-shaped mathematics corpus for training theorem-proving agents
BHFormalization Machine-checked Lean 4 formalization of the Benjaminiโ€“Hochberg FDR counterexample (FDR > 0.0104 at nominal 0.01)
MathOS A mathematical operating system: informal claim โ†’ formalization โ†’ proof or counterexample โ†’ verification โ†’ pedagogy โ†’ provenance โ†’ RL export
mnehmos.prompts.research 182 prompt-engineering techniques from 20+ papers ยท interactive taxonomy and prompt builder
mnehmos.right-wing-predators.research Data research project
mnehmos.dsa-graham.research Demographics, economics and labor data for Graham County, AZ (LD19)

๐ŸŽฎ Games & Worlds

Project Platform What it is
Quest Keeper AI Desktop (Tauri) AI Dungeon Master + 3D battlemap + 7-layer context, on the 145-tool rpg-mcp backend
mnehmos.bastion Web LitRPG biographies generated from committed rpg-mcp engine state โ€” the dice are honest and the reader can check
naruto5e Web Deterministic shinobi TTRPG engine + an engine-grounded autonomous playtest manga
mnehmos.long-hall.game Web Procedural roguelike with ironman saves and cloud leaderboards
LLM-Chess Web LLM-vs-LLM chess arena and gauntlet benchmark
The-Worlds-Largest-Dungeon Web Dungeon resources with SRD 5.2 markdown
mnehmos-engine โ€” Generative simulation kernel โ€” LLM agents with persistent memory validated by a deterministic engine
corehold Godot One tower. Infinite pressure. Build the machine before the swarm solves you.

๐Ÿ› ๏ธ Apps & Tools

Project What it is
mnehmos.multi-agent.framework 533โญ Production-ready multi-agent coordination โ€” SPARC + Boomerang + TDD, with IDE integrations
mnehmos.nls.lang Natural Language Source โ€” structured English that compiles deterministically to Python
chess-vision-studio See the forces on the board, not just the evaluation โ€” 2D chess perception engine with validated overlays and plain-language coaching
virtual-classroom A 3D classroom with an AI teacher โ€” validated commands, knowledge-graph curriculum, learner model
Clio A typed world canvas where AI chronicles geopolitical events on a globe
semantic-video-studio Prompt โ†’ 4-plane JSON state โ†’ deterministic Blender render. Editable and reproducible
chatdb Conversation database in Rust
mnehmos.oculus.webapp Gaze-tracking pedagogy instrument โ€” webcam-only, local processing, confusion detection
mnehmos.strudel.live Live Strudel performance engine with MCP control and DJ workflows
mnehmos.invoicer.app Local-first invoice generator with PDF export
mnehmos.fan-controller.app Fan controller desktop application

๐Ÿงฉ Modding

fallout-new-vegas-modding โ€” AI-assisted FNV modding: 7 ESPs, 80 perks, 60+ weapons, a custom faction, a MnemoScript compiler and a binary ESP writer. Also StarSector and Project Zomboid work.


๐Ÿ“Š By The Numbers

533   GitHub stars on Multi-Agent Framework
15    MCP servers published
280+  Tools across those servers
182   Prompt-engineering techniques documented
145   D&D 5e tools in the RPG engine
3     Lean 4 formalization projects
80    Repositories (69 public)

๐Ÿ—๏ธ Architecture Philosophy

Tools don't think, they act.

Every engine here is built to the same contract:

  • Deterministic โ€” same inputs, same outputs
  • Idempotent โ€” re-running produces identical results
  • Auditable โ€” every operation produces manifests and logs
  • Composable โ€” tools run independently or chained
  • Verifier-gated โ€” the artifact is only trusted if a checker passes it

The LLM proposes. The engine validates. State comes from the database, not hallucination.


๐Ÿ”— Quick Links

Live demos

Start here


๐Ÿ“ซ Contact

  • GitHub: @Mnehmos
  • Email: Mnehmos@gmail.com
  • Location: Arizona, USA
  • Open to: MCP infrastructure, agent tooling, verifier-gated systems

Building infrastructure for AI agents that interact with the real world.

Pinned Loading

  1. mnehmos.multi-agent.framework mnehmos.multi-agent.framework Public template

    Astro 533 66

  2. mnehmos.rpg.mcp mnehmos.rpg.mcp Public

    TypeScript 43 31

  3. mnehmos.index-foundry.mcp mnehmos.index-foundry.mcp Public

    RAG indexing and retrieval MCP server

    TypeScript 6 1

  4. mnehmos.ooda.mcp mnehmos.ooda.mcp Public

    OODA loop MCP server with filesystem, CLI, and automation tools

    TypeScript 8 1

  5. mnehmos.synch.mcp mnehmos.synch.mcp Public

    Agent synchronization MCP server for memory and context sharing

    TypeScript 3

  6. mnehmos.trace.mcp mnehmos.trace.mcp Public

    MCP schema tracing and validation server

    TypeScript