SERVER

ember

Rank #4,445

io.github.shapeandshare/ember

Calibrated advice for coding agents: typed questions in, probabilities out. Apple Silicon.

First listed
Oct 3, 2026
Last publish date
Oct 14, 2026
PURPOSE

What you can do with ember

ember is a Model Context Protocol (MCP) server published by shapeandshare. It ranks #4,445 of 152,040 active servers on MCP Toplist. ember is listed across 2 registries — Official MCP and Glama, with 15 tracked versions. It was first listed on Oct 3, 2026 and most recently updated on Oct 14, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What ember can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using ember

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • EMBER_SERVER_URL · optional
  • EMBER_AUTH_TOKEN · optional
INSTALLATION AND FIRST TASK

Connect ember and confirm it works

Python package (PyPI)
claude mcp add ember -e "EMBER_SERVER_URL=<your EMBER_SERVER_URL>" -e "EMBER_AUTH_TOKEN=<your EMBER_AUTH_TOKEN>" -- uvx --python 3.12 ember-advise mcp

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Oct 3, 2026
Latest version published
Oct 14, 2026
Version history
15 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 25, 2026
Registry sightings

Do you maintain ember? to correct or enrich this profile.

VERSIONS

Available versions (15)

0.8.0 · Oct 9, 20260.8.1 · Oct 10, 20260.9.0 · Oct 10, 20260.9.1 · Oct 10, 20260.10.0 · Oct 10, 20260.10.1 · Oct 10, 20260.10.2 · Oct 10, 20260.10.3 · Oct 10, 20260.11.0 · Oct 10, 20260.11.1 · Oct 10, 20260.12.0 · Oct 11, 20260.13.0 · Oct 12, 20260.14.0 · Oct 12, 20260.15.0 · Oct 13, 20260.16.0 · Oct 14, 2026Oct 9, 2026Oct 14, 2026
VersionPublished
0.16.0Oct 14, 2026
0.15.0Oct 13, 2026
0.14.0Oct 12, 2026
0.13.0Oct 12, 2026
0.12.0Oct 11, 2026
0.11.1Oct 10, 2026
0.11.0Oct 10, 2026
0.10.3Oct 10, 2026
0.10.2Oct 10, 2026
0.10.1Oct 10, 2026
0.10.0Oct 10, 2026
0.9.1Oct 10, 2026
0.9.0Oct 10, 2026
0.8.1Oct 10, 2026
0.8.0Oct 9, 2026
STANDING
#4,445of 152,040 active serversTop 5%

Ranks ahead of 147,595 of 152,040 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 152,040
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<a href="https://mcptoplist.com/server/io.github.shapeandshare%2Fember"><img src="https://mcptoplist.com/badge/io.github.shapeandshare%2Fember.svg" alt="MCP Toplist: Top 5% of 152,040" /></a>

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FAQ

Frequently asked questions

Who maintains ember?
ember is maintained by shapeandshare, which publishes 1 MCP server (15 total versions) tracked on MCP Toplist.
Is ember listed on the Official MCP Registry?
Yes — ember is listed on the Official MCP Registry, alongside Glama.
How many versions does ember have?
MCP Toplist tracks 15 versions of ember, most recently published on Oct 14, 2026.
Where can I find the source code for ember?
The source code for ember is hosted at github.com/shapeandshare/ember.
Used in projects

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