Snapdec runs on your own machine — the client starts it, so there is no endpoint to ping. 1 506 installs a week from pypi.
Snap decisions for coding agents: local or hosted classify/check/score/rank via MCP.
Today is the operative word: we check Snapdec every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add snapdec -- uvx snapdec
{
"mcpServers": {
"snapdec": {
"args": [
"snapdec"
],
"command": "uvx"
}
}
}
[mcp_servers.snapdec]
command = "uvx"
args = ["snapdec"]
{
"mcpServers": {
"snapdec": {
"args": [
"snapdec"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"snapdec": {
"args": [
"snapdec"
],
"command": "uvx"
}
}
}
Safe-by-default MCP for Laya: fast, local, typed decisions (classify/score/yes-no), 100+ langs.
Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.
Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio via npm/PyPI.
Local stdio MCP server for SnapRender screenshots. Hosted version: com.snap-render.app/snap-render
Local-first memory for coding agents; stores decisions, bugs, and context across sessions.
Memory for coding agents: the decisions, the dead ends, and where the last session stopped.
Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.
Answers built from our own checks of this server.