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MCP server · RAG

OMC

by · github.com/RandomCoder-lab/OMC

Harmonic-substrate programming language: first-class φ, dual-band LLVM JIT, self-healing compiler, O(log_φπfib N) algorithms, and a substrate-native ML framework whose substrate-aware transformer attention wins -8.94% val on TinyShakespeare.

Unclaimed anomaly-detectioncompilerdual-bandfibonaccigolden-ratioharmonic-computinginterpreterllm-toolingmachine-learningmcp-serveromnicodeopen-sourcepackage-managerprogramming-languagepyo3python-embeddingrustself-hostingsubstrate-computingtransformer
InstallView source
34Low

Scored 27 days ago · breakdown

About OMC

OMC is an MCP server published by RandomCoder-lab in the RAG category: harmonic-substrate programming language: first-class φ, dual-band LLVM JIT, self-healing compiler, O(log_φπfib N) algorithms, and a substrate-native ML framework whose substrate-aware transformer attention wins -8.94% val on TinyShakespeare.

The repository has 1 stars and 0 forks, with the last commit 4 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/RandomCoder-lab/OMC

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v1.10.0v1.10.0 — heal→MAPE-K, JIT IR opt, web-native addressed LM + 45% lossless web compression · 1 Jun 2026Core (verified — 38/38 core tests green) Autograd tape numerical-stability sweep.** ε-clamp `tape_log`, overflow-clamp `tape_exp`, and fix the `tape_pow_int` backward `0·∞→NaN` poison. Full sweep: div/softmax/mean/sigmoid verified safe.…
transformerless-lm-v0.1.0transformerless-lm v0.1.0 — 100× FibGen compression, 5.6× lazy-data speedup · 21 May 2026transformerless-lm v0.1.0 First release of the substrate-compressed language model framework under `experiments/transformerless_lm/`. This document is the in-tree release artifact corresponding to the local annotated tag…
v1.7.0OMC v1.7.0 — Exponentiation, Universal Archaeology & Static Lint · 19 May 2026OMC v1.7.0 — Exponentiation, Universal Archaeology & Static Lint The language, tooling, and libraries all take a major leap forward. This release introduces a new math operator, a full static-analysis lint suite, built-in rollback stacks,…
v0.10.0-compression-axes-1-4v0.10.0 — omc-memory-plus axes 1-4: 5,356× context compression on real Claude Code dev work · 18 May 2026Pushing OMC Memory+ compression ceiling beyond v1.0's 297× along four orthogonal axes. All four ship with round-trip verification on this codebase's own chapter writeups. Headline | axis | mechanism | measured win | |---|---|---| | 1 |…
v0.9.0-memory-plus-productv0.9.0 — omc-memory-plus v1.0: Claude Code MCP plugin, 297× context compression · 18 May 2026First commercial product packaged from OMC. OMC Memory+ for Claude Code** — a Claude Code MCP plugin that gives Claude persistent, content-addressed memory across sessions via OMC's substrate codec. Real dogfood measurements (18 chapter…
Questions

About OMC

How do I install OMC?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is OMC safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is OMC still maintained?

Yes — the latest release is v1.10.0 (1 Jun 2026), and the last commit was 4 months ago. The repository has 1 stars.