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blakestone-x/jev-mcp

MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer

⭐ 18 stars
⑂ 3 forks
Python
momentum ▲ 42.0
created 2026-09-16
on radar since 2026-09-17
star trend 3 → 18 since 2026-09-17
View on GitHub ↗

About jev-mcp

Jev provides typed judgments over a closed answer set in about 130 ms, with no text generation, through TypeSafe.

Set TYPESAFEAPIKEY in the environment used by your MCP client, then run:

Replace ... with the key value. Passing it through the client environment keeps it out of tool arguments and request state.

The scripts/register.sh helper requires Bash 4+; do not run it with sh. Apply mode reads TYPESAFEAPIKEY from the environment and refuses to change client configuration when it is unset. --apply writes the plaintext key into ~/.codex/config.toml and the Claude Code user config. The key is briefly visible in the process list while claude mcp add runs because that command receives it as an argument. On Windows, use scripts/register.ps1; it restricts the resulting configuration files to the current user and keeps a .bak copy before rewriting an existing Codex configuration.

The install examples pin the public v0.2.1 tag. Omitting the tag tracks the repository's default branch instead.

This call classifies one state containing five support-ticket texts against one label map. It returns one label for the combined state; send one request per ticket when you need an individual label for each ticket:

The response is an ordinary MCP structured result with a stable envelope:

tool use it for not for --- --- --- jevask Your own Choice, Score, and Noul question map Text generation or numeric extraction jevclassify Selecting one label from a closed list Open-ended writing or ranking without labels jevscore Placing state on an ordered rubric Returning a number extracted from te

From the project README.

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