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dynolab MCP Server

canivel/dynolab

Score: 57.3 Rank #7564 Agent Framework
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Dyno Lab — an AI safety, alignment and interpretability research workbench for Apple Silicon. Explore activations, probes, SAEs and interventions with local inference, a Python SDK, APIs and MCP.

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Overview

canivel/dynolab is a Swift tool licensed under MIT. Dyno Lab — an AI safety, alignment and interpretability research workbench for Apple Silicon. Explore activations, probes, SAEs and interventions with local inference, a Python SDK, APIs and MCP. Topics: ai, ai-interpretability, ai-safety, aisafety, mechanistic-interpretability, probes, sae, alignment, apple-silicon, llm, mcp, mlx, sparse-autoencoders, swiftui.

Ranked #7564 out of 24846 indexed tools.

Ecosystem

Swift MIT
aiai-interpretabilityai-safetyaisafetymechanistic-interpretabilityprobessaealignmentapple-siliconllmmcpmlxsparse-autoencodersswiftui

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 163

163 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 0%

0/6 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 162
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 6 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for canivel/dynolab
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Matched Queries

topic:mcp

From the README

<p align="center">
  <a href="https://dynolab.dev"></a>
</p>

<h1 align="center">Dyno Lab</h1>
<p align="center"><strong>Investigate model behavior. Test hypotheses. See what changes.</strong></p>

<p align="center">
  <a href="https://github.com/canivel/dynolab/releases/latest"></a>
  <a href="https://github.com/canivel/dynolab/actions/workflows/ci.yml"></a>
  <a href="LICENSE"></a>
  <a href="https://dynolab.dev/guide.html"></a>
  
</p>

<p align="center">
  <a href="https://github.com/canivel/dynolab/releases/latest"><strong>Download for Mac</strong></a> ·
  <a href="docs/first-experiment.md"><strong>Run your first experiment</strong></a> ·
  <a href="https://dynolab.dev">Website</a> ·
  <a href="https://dynolab.dev/guide.html">App handbook</a> ·
  <a href="https://dynolab.dev/sdk.html">Python SDK</a> ·
  <a href="https://dynolab.dev/api.html">HTTP API</a> ·
  <a href="https://dynolab.dev/mcp.html">MCP</a>
</p>

**Dyno Lab is a free, open-source Mac app for running AI models and inv
Read full README on GitHub →

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