mcp-confidence
Rank #24,591glama/shaxzodbek-uzb/mcp-confidence
Enables LLM agents to route responses as accept, verify, or ask-a-human based on token logprobs, and provides an MCP server for delegating generation to local models with confidence bands.
mcp-confidence is a Model Context Protocol (MCP) server published by shaxzodbek-uzb. It ranks #24,591 of 115,591 servers tracked on MCP Toplist. mcp-confidence is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Jun 20, 2026 and most recently updated on Aug 16, 2026.
Ranks ahead of 91,000 of 115,591 servers on MCP Toplist.
Use mcp-confidence
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fshaxzodbek-uzb%2Fmcp-confidence)<a href="https://mcptoplist.com/server/glama%2Fshaxzodbek-uzb%2Fmcp-confidence"><img src="https://mcptoplist.com/badge/glama%2Fshaxzodbek-uzb%2Fmcp-confidence.svg" alt="MCP Toplist: Top 25% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
shaxzodbek-uzb
Other servers by shaxzodbek-uzb
View all shaxzodbek-uzb servers →GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Aug 16, 2026 |
Frequently asked questions
- Who maintains mcp-confidence?
- mcp-confidence is maintained by shaxzodbek-uzb, which publishes 3 MCP servers (6 total versions) tracked on MCP Toplist.
- Is mcp-confidence listed on the Official MCP Registry?
- mcp-confidence is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-confidence have?
- No registry surfaces explicit version metadata for mcp-confidence; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Aug 16, 2026.
- Where can I find the source code for mcp-confidence?
- The source code for mcp-confidence is hosted at github.com/shaxzodbek-uzb/mcp-confidence.