honest-reasoning-mcp
Rank #120,305glama/NIWS-shindongju/honest-reasoning-mcp
A self-hosted MCP server that provides tools for structured reasoning, confidence calibration, and detecting recurring gaps in AI outputs, aiming to reduce workload by improving verification and attention allocation.
honest-reasoning-mcp is a Model Context Protocol (MCP) server published by NIWS-shindongju. It ranks #120,305 of 137,492 servers tracked on MCP Toplist. honest-reasoning-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 12, 2026.
Ranks ahead of 17,187 of 137,492 servers on MCP Toplist.
Use honest-reasoning-mcp
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.
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%2FNIWS-shindongju%2Fhonest-reasoning-mcp)<a href="https://mcptoplist.com/server/glama%2FNIWS-shindongju%2Fhonest-reasoning-mcp"><img src="https://mcptoplist.com/badge/glama%2FNIWS-shindongju%2Fhonest-reasoning-mcp.svg" alt="MCP Toplist: #120,305 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
NIWS-shindongju
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains honest-reasoning-mcp?
- honest-reasoning-mcp is maintained by NIWS-shindongju, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is honest-reasoning-mcp listed on the Official MCP Registry?
- honest-reasoning-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does honest-reasoning-mcp have?
- honest-reasoning-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for honest-reasoning-mcp?
- The source code for honest-reasoning-mcp is hosted at github.com/NIWS-shindongju/honest-reasoning-mcp.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.