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by Mert Düzgün
MCP servers
cloudcorprecords avatar

Rubricscore

cloudcorprecords/rubricscore

Grade essays and resumes, and judge texts with typed yes/no, choice and score questions.

tools
7
transport
STDIO
last updated
Nov 10, 2026
View on GitHubSave

Tools

7 tools

Public tool metadata for what this MCP can expose to an agent.

check_resumeScores a resume, optionally against a job posting: a 0-100 match score, the posting's keywords found and missing, ATS format checks, the level fit, and the probability a recruiter would move it to interview.

Scores a resume, optionally against a job posting: a 0-100 match score, the posting's keywords found and missing, ATS format checks, the level fit, and the probability a recruiter would move it to interview.

No parameter schema in public metadata yet.

grade_essayGrades one essay against a built-in rubric, with essay, common-app and sat kinds.

Grades one essay against a built-in rubric, with essay, common-app and sat kinds.

No parameter schema in public metadata yet.

grade_with_rubricGrades one or more submissions (up to 30, in parallel) against a rubric you supply.

Grades one or more submissions (up to 30, in parallel) against a rubric you supply.

No parameter schema in public metadata yet.

judge_yes_noAsks any yes/no question about a text and returns the probability the answer is yes.

Asks any yes/no question about a text and returns the probability the answer is yes.

No parameter schema in public metadata yet.

judge_choicePicks the option that best fits a text, with a probability for every option and a confidence.

Picks the option that best fits a text, with a probability for every option and a confidence.

No parameter schema in public metadata yet.

judge_scorePlaces a text on an ordered scale you define, returning the nearest level, the exact position and a probability for each level.

Places a text on an ordered scale you define, returning the nearest level, the exact position and a probability for each level.

No parameter schema in public metadata yet.

compare_versionsDecides which of two versions is stronger for a stated purpose, asked twice with the order swapped and averaged.

Decides which of two versions is stronger for a stated purpose, asked twice with the order swapped and averaged.

No parameter schema in public metadata yet.

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Readme

rubricscore

Some texts need a judgment, not just a word count: an essay against a rubric, a resume against a posting, a reply against a yes/no question. rubricscore is a small local bridge to the hosted jagent MCP service. You supply the text, and the service grades it, scores it, or places it on a scale you define.

Nothing is graded on your own machine. This package answers tools/list locally from the captured tool definitions and forwards every tools/call to the hosted service over a streamable-HTTP JSON-RPC session, returning whatever the service sends back unchanged.

The tools

All seven tools work on text you supply. Nothing is harvested, submitted anywhere else, or sent to a third party by this surface, and no tool buys anything, starts a checkout, or creates a key.


View the full README on GitHub

Details

Repository
github.com/cloudcorprecords/rubricscore
Package
@reneturcios/rubricscore
Transport
STDIO
Registry
MCP registry, active

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