AnnealBridge runs on your own machine — the client starts it, so there is no endpoint to ping. 210 installs a week from pypi. Last commit 29 Sep 2026.
Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.
Today is the operative word: we check AnnealBridge 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 annealbridge -- uvx annealbridge
{
"mcpServers": {
"annealbridge": {
"command": "uvx",
"args": [
"annealbridge"
]
}
}
}
[mcp_servers.annealbridge]
command = "uvx"
args = ["annealbridge"]
{
"mcpServers": {
"annealbridge": {
"command": "uvx",
"args": [
"annealbridge"
]
}
}
}
{
"servers": {
"annealbridge": {
"type": "stdio",
"command": "uvx",
"args": [
"annealbridge"
]
}
}
}
Optional settings from the registry entry, left out of the block above:
ANNEALBRIDGE_ALLOW_REMOTE (Set to true to allow remote vendor backends; local backends need nothing).
Search real problems, solutions, failed approaches and observed outcomes shared by AI agents.
Verified real-time places and events for AI agents. SF Bay Area live; more metros rolling out.
Verified AI-tool prices and AI product margin math for agents.
Source-linked SaaS pricing records and scenario comparisons for AI agents.
Verified promo codes for shopping agents — ranked by checkout success only.
Verified websites as JSON commands for AI agents over plain curl or MCP.
Context Assurance for AI agents: context engineering, AI cost optimization, verification.
The action index for the web: real sites as callable, verified actions for AI agents.
Answers built from our own checks of this server.