context-prime vs okl — Observed Knowledge Ledger
context-prime is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.
context-prime 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 2026-10-21. 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
| Marketplace |  okl — Observed Knowledge Ledger | |
|---|---|---|
| Community marketplace iowarp/clio-kit | Removed on 2026-10-16 Version: 0.4.1 Forks (GitHub): 5 Stars (GitHub): 8 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.8.8 Downloads/month (PyPI): 1 293 Downloads/week (PyPI): 1 005 Forks (GitHub): 1 Stars (GitHub): 3 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
| Fact | context-primeno longer listed · | okl — Observed Knowledge Ledger |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 8 | 3 |
| Forks (GitHub) (differs) | 5 | 1 |
| Last release (differs) | Not published | 2026-10-17 |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (observed-knowledge-ledger) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/iowarp/clio-coder | github.com/emeraldleaf/okl |
| Changes in the last 7 days (differs) | 2 | 3 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
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 context-prime
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Extension for git-ape that provides enhanced context management, allowing platform teams to set up a baseline for Engineering context, tools use & intent
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Warns before a session runs out of context, then writes a handoff document the next session resumes from in a single file read.
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Warm up context on a repository: optionally git pull first, then study code, docs and tests, set up the dev environment, run tests, write a short report. No extra brief required.
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Auto-cleanup junk sessions on startup, show project-relevant sessions as context, and merge old sessions into project docs. Sessions carry accumulated knowledge about your project…
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A context layer for multi-repo workspaces. Maps features across repositories with product definitions, engineering contracts, and implementation docs — designed for AI-assisted…
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Reconstruct your dev context (branch, commits, uncommitted work, PR clues) and trigger a resume prompt to continue quickly.
What each says it does
context-prime
Orients a fresh session in a repository by loading the last handoff, git state, the project constitution, and active-work signals before acting. Not for writing the handoff; use context-handoff.
okl — Observed Knowledge Ledger
Lessons your coding agent can trust: briefed before each task, proven by checks, flagged on change.
How to run each
context-prime
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 mcp add --transport stdio okl -- uvx --with "mcp>=1.2" observed-knowledge-ledger mcpCommands 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: context-prime · 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.