snapdec
Rank #8,760glama/aktonay/snapdec
Gives any coding agent a shared local decision layer for classifying, checking, scoring, and ranking items with calibrated probabilities, plus deterministic project fact discovery, all through one install. Every answer is advisory and marked auto or review, so the host agent can abstain or escalate instead of guessing.
What you can do with snapdec
snapdec is a Model Context Protocol (MCP) server published by aktonay. It ranks #8,760 of 152,076 active servers on MCP Toplist, and its repository has 2 GitHub stars. snapdec is listed on Glama, with 7 release tags tracked from its GitHub repository. It was first listed on Oct 3, 2026 and most recently updated on Oct 8, 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.
What snapdec can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using snapdec
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.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect snapdec and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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.
What changed, and when this was checked
- First listed
- Oct 3, 2026
- Latest release tag
- Oct 8, 2026
- Version history
- 7 release tags 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
- Glama ↗listed since Oct 3, 2026 · still listed
Do you maintain snapdec? to correct or enrich this profile.
GitHub releases (7)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.6.0 | Oct 8, 2026 |
| v0.5.1 | Oct 7, 2026 |
| v0.5.0 | Oct 7, 2026 |
| v0.4.2 | Oct 4, 2026 |
| v0.4.1 | Oct 4, 2026 |
| v0.4.0 | Oct 4, 2026 |
| v0.2.0 | Oct 3, 2026 |
Ranks ahead of 143,316 of 152,076 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Faktonay%2Fsnapdec)<a href="https://mcptoplist.com/server/glama%2Faktonay%2Fsnapdec"><img src="https://mcptoplist.com/badge/glama%2Faktonay%2Fsnapdec.svg" alt="MCP Toplist: Top 10% of 152,076" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains snapdec?
- snapdec is maintained by aktonay, which publishes 1 MCP server (7 total versions) tracked on MCP Toplist.
- Is snapdec listed on the Official MCP Registry?
- snapdec is not on the Official MCP Registry. It is listed on Glama.
- How many versions does snapdec have?
- No registry surfaces explicit version metadata for snapdec; MCP Toplist tracks 7 release tags from its GitHub repository, most recently published on Oct 8, 2026.
- Where can I find the source code for snapdec?
- The source code for snapdec is hosted at github.com/aktonay/snapdec.
Do you run this server?
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