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appseed

GitHub

Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.

MCP declaredAPI declaredCost freemiumLicence proprietary

Interface

mcp

Model Context Protocol server

Interface

http

HTTP API

[ Observed sample ]

Frequency in Leyline's observed sample

The count is distinct observed stacks. It is not a Score input.

This component is not in Leyline's observed sample.

Record cmp_github

Open ranks

[ Score explain ]

Why the Score is 21

How Score works

Score v2 uses only observed signals. The displayed contribution is weight × value × 100. Missing factors are insufficient evidence.

Score factor

GitHub health

18% weight. A licence is declared. Documentation is available.

Value 0.30 · 5.4 points

18% weight × 0.30 value

5.4 points

A licence is declared. Documentation is available.

Score factor

Agent use

16% weight. insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

Score factor

Human notes

14% weight. 1 stored human notes (component-record).

Value 0.09 · 1.2 points

14% weight × 0.09 value

1.2 points

1 stored human notes (component-record).

Score factor

Composability

16% weight. insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

Score factor

Checklist

10% weight. An MCP surface is declared. An API is declared. Cost is freemium. 3 of 3 checklist fields are complete.

Value 1.00 · 10.0 points

10% weight × 1.00 value

10.0 points

An MCP surface is declared. An API is declared. Cost is freemium. 3 of 3 checklist fields are complete.

Score factor

Evidence quality

14% weight. 2 sources cover 2 evidence types. The latest dated evidence is 2026-10-16. Freshness is omitted unless observed as a signal.

Value 0.33 · 4.6 points

14% weight × 0.33 value

4.6 points

2 sources cover 2 evidence types. The latest dated evidence is 2026-10-16. Freshness is omitted unless observed as a signal.

Score factor

Benchmarks

12% weight. insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

Total21.21 → 21 after rounding

Agent use: insufficient evidence

Composability: insufficient evidence

Benchmarks: insufficient evidence

[ Claims ]

Publisher-asserted record

Claims are what the publisher declares. Score uses observed signals, not these assertions, except for checklist fields derived from interfaces. MCP, API, cost, and license claims are marked verified, unverified, or contradicted from intake evidence.

Kind
app
Interfaces

Interface

mcp

Model Context Protocol server

Interface

http

HTTP API

Functions

Function

Store

persist state

Store Browse Store

Function

Retrieve

fetch stored knowledge

Retrieve Browse Retrieve

Function

Connect

speak a protocol (MCP, API, CLI)

Connect Browse Connect

Function

Observe

watch a system

Observe Browse Observe

Function

Auth

prove identity or permission

Auth Browse Auth
Tags
None recorded

[ Capability slices ]

Compose the useful parts.

store

Git hosting

Source of GitHub health inputs

free public; seat privateCompose with this
retrieve

Retrieve

Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.

observe

Observe

Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.

auth

Auth

Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.

API, MCP, and git protocol are universal glue. Stars alone are a weak quality signal — Leyline refuses to rank on them only.

[ Relations ]

Derived alternatives and shared slots

  • Alternative to
    Maple Shared functions connect, observe, store. Same kind and overlapping capability.
  • Fills the same slot as
    Zillow Data & APIs Shared functions connect, retrieve. Can fill the same function slot.
  • Fills the same slot as
    MCP / AI Gateway Shared functions auth, connect, observe. Can fill the same function slot.
  • Fills the same slot as
    Browserbase Shared functions connect, observe. Can fill the same function slot.
  • Fills the same slot as
    telemetry.dev Shared functions observe, retrieve. Can fill the same function slot.
  • Fills the same slot as
    Lore Shared functions connect, retrieve, store. Can fill the same function slot.
  • Fills the same slot as
    Model Context Protocol Shared functions auth, connect. Can fill the same function slot.
  • Fills the same slot as
    Cursor Shared functions connect, retrieve. Can fill the same function slot.

[ Signals ]

Observed evidence and source claims

Signals carry source, method, and observedAt. Source review dates and evidence basis are shown separately. Unobserved metrics stay insufficient evidence.

  • docs
    GitHub docs

    Evidence basis unknown · Check date unknown · Source date 2026-09-12

  • web
    executor

    Evidence basis unknown · Check date unknown · Source date 2026-10-16

No social source is stored.

Suggest a correction

Propose a change with a public source. Corrections wait for review before the card changes.

[ Notes ]

humanOriginal thesis: offer a new kind of GitHub stats from what humans and agents actually use.