MCP Servers
kiro0x/five-mcp
160,000 deductively-derived JSON constraints that enforce LLM persona consistency — eliminates persona drift across interactions.
Our verdict
We have not reviewed kiro0x/five-mcp yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About kiro0x/five-mcp
A Python-based MCP server that enforces 160,000 deductively-derived JSON constraints to maintain LLM persona consistency across interactions. It intercepts and validates outputs against a predefined constraint set, rejecting or correcting responses that drift from the intended persona.
Best for
Developers building LLM applications that require strict, long-term persona adherence without manual rule engineering.
Use cases
- Preventing persona drift in long-running chatbot sessions
- Enforcing strict role-playing boundaries in interactive fiction
- Validating LLM outputs against a fixed behavioral schema
Notes
0 stars on GitHub. Last updated 2026-05-27. Licensed MIT.
Pros
- Large, pre-built constraint set reduces manual rule writing
- Works as a drop-in MCP server for compatible LLM frameworks
- Explicitly addresses a common failure mode in conversational AI
Cons
- Zero stars and no community adoption suggests limited testing
- Constraint set is opaque and cannot be easily customized
- Python-only dependency may not fit all deployment stacks
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
How to use
How to set it up
As the listing publishes it. We have not run this install.
Install
pip install five-mcpTools exposed
character_namefree_text
Clients the listing names (not checked here)
Claude Desktop
Install
Add kiro0x/five-mcp to your client
No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.
Until then, follow the project's own README, or the setup the listing publishes under How to set it up.
Works with
What kiro0x/five-mcp connects to
No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.
Sources
Where this comes from
No sources recorded yet. Each source we check is listed here with the date we checked it.
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Pairs with
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