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okl — Observed Knowledge Ledger vs LedgerProof LAIN — Verified Evidence for Agents

okl — Observed Knowledge Ledger is an MCP server published by emeraldleaf. Marketplaces we read that list it: 1 (Official MCP Registry). LedgerProof LAIN — Verified Evidence for Agents is an MCP server published by ledgerproofhq.io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceokl — Observed Knowledge LedgerLedgerProof LAIN — Verified Evidence for Agents
Official MCP Registry 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
Listed
Version: 1.0.0
No figure published
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

okl — Observed Knowledge Ledger vs LedgerProof LAIN — Verified Evidence for Agents
Factokl — Observed Knowledge LedgerLedgerProof LAIN — Verified Evidence for Agents
Marketplaces that list it11
Stars (GitHub) (differs)3No figure on GitHub
Forks (GitHub) (differs)1No figure on GitHub
Last release (differs)2026-10-17Not published
Where it runs (differs)On your machine (observed-knowledge-ledger)Remote server (ledgerproofhq.io/api/lain/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)github.com/emeraldleaf/oklNot stated
Changes in the last 7 days (differs)30
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkNot responding since 2026-10-16

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

okl — Observed Knowledge Ledger

In its own words, on Official MCP Registry:

Lessons your coding agent can trust: briefed before each task, proven by checks, flagged on change.

LedgerProof LAIN — Verified Evidence for Agents

In its own words, on Official MCP Registry:

Cryptographically anchored evidence for agents: verified run receipts, proof-gated settlement.

How to run each

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

LedgerProof LAIN — Verified Evidence for Agents As a remote MCP server

Claude Code
claude mcp add --transport http lain https://ledgerproofhq.io/api/lain/mcp

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

Only LedgerProof LAIN — Verified Evidence for Agents has a remote endpoint we check. How we check endpoints

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: okl — Observed Knowledge Ledger · What it can do: LedgerProof LAIN — Verified Evidence for Agents · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. 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