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clio-coder-dev vs okl — Observed Knowledge Ledger

clio-coder-dev is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑23.

clio-coder-dev is a plugin bundle for AI coding tools published by iowarp. No marketplace we read lists it any more. okl — Observed Knowledge Ledger is an MCP server published by emeraldleaf. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceclio-coder-devokl — Observed Knowledge Ledger
Community marketplace iowarp/clio-kit Removed on 2026-10-16
Version: 0.4.0
Forks (GitHub): 5
Stars (GitHub): 8
Not marked · First seen
Not listed
Community marketplace iowarp/clio-coder Removed on 2026-10-23
Version: 0.5.1
Forks (GitHub): 5
Stars (GitHub): 8
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.9.0
Downloads/month (PyPI): 1 293
Downloads/week (PyPI): 324
Forks (GitHub): 1
Stars (GitHub): 4
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

clio-coder-dev vs okl — Observed Knowledge Ledger
Factclio-coder-devno longer listed · okl — Observed Knowledge Ledger
Marketplaces that list it (differs)01
Stars (GitHub) (differs)84
Forks (GitHub) (differs)51
Last release (differs)Not published2026-10-25
Where it runs (differs)Installs as a plugin bundleOn your machine (observed-knowledge-ledger)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/iowarp/clio-codergithub.com/emeraldleaf/okl
Changes in the last 7 days (differs)63
First seen (differs)2026-10-132026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of clio-coder-dev

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • claude-code-workflow

    Six focused slash commands for safer, more deliberate coding sessions. Save and restore named git checkpoints, review diffs before committing, analyze blast radius before changing…

    by UtkarshJain98 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • codex-cc

    Delegate coding tasks from Codex to local Claude Code; preserves trusted Claude runtime customizations by default and supports SESSION_ID resume plus mcp/plugin passthrough

    by dianel555 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codagent

    A curated set of skills for each stage of development — propose, spec, design, plan, implement, ship.

    by codagent-ai · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • claude-forge

    Evidence-first Claude Code plugin for repeatable, spec-driven development workflows.

    by JunghyunRyu · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-code-survival-kit

    10 slash commands and 3 agent definitions distilled from 6 months of daily Claude Code use. Not a framework -- just the patterns that survived: multi-agent build pipelines…

    by rjspence3 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-harness

    Autonomous Plan → Work → Review cycle for Claude Code. Go-native engine with 25× faster hooks, runtime guardrails on .git/ / secrets / destructive commands, and SSOT memory…

    by Chachamaru127 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

clio-coder-dev

In its own words, on Community GitHub marketplaces:

Governs changes to Clio Coder's own source and harness (TUI, skills, agents, tools, prompts, domains): what may change freely, what needs explicit user intent, and how to change it without breaking the architecture. Not for verifying a change against the harness; use clio-coder-test.

okl — Observed Knowledge Ledger

In its own words, on Official MCP Registry:

Verified memory for coding agents: briefed before each task, proven by checks, gated on change.

How to run each

clio-coder-dev

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

okl — Observed Knowledge Ledger As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio okl -- uvx --with "mcp>=1.2" observed-knowledge-ledger mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: clio-coder-dev · What it can do: okl — Observed Knowledge Ledger · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built