RU
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
Nothing to run from here
Rubricscore is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
99/100
trust score
7
tools declared
local
runs on your machine
—
downloads a day
What it does
Grade essays and resumes, and judge texts with typed yes/no, choice and score questions.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user rubricscore-mcp '--' npx -y @reneturcios/rubricscore mcp
# 2 — ask your agent for something these tools do
# check_resume, grade_essay, grade_with_rubric and 4 more
Rubricscore costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
CLAll 425 servers
CloudCorpRecords425 servers
28 categories
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. This one runs on your machine: your client starts Rubricscore as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. Its scan result is on the Security tab — read the surface before you approve it.
Claude Codedeclared by this listing
This is a public server: you run it yourself and this marketplace is not in the path. You need Node.js — the current LTS (24) is the safe choice; npx comes with it. Claude Code registers it in one command; --scope user makes it available in every project. The '--' is in quotes so that PowerShell passes it on.
claude mcp add --scope user rubricscore-mcp '--' npx -y @reneturcios/rubricscore mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it runs from its publisher’s own package: this marketplace is not in the path, so there is no key of ours to hold and no card to add.
What it writes
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
What you approve
7 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Read from its source code. A server that builds its tool list when it starts can list more tools than this.
Score a resume, optionally against a job posting: a 0-100 match score, the posting's keywords found and missing (matched literally, as an ATS search would), ATS format checks, the level fit, and the probability a recruiter would move it to interview.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| resume | string | yes | The resume as plain text. |
| job_description | string | no | The job posting to match against. Omit for a general resume check. |
Grade one essay against a built-in rubric. kind "essay": six criteria and a letter grade, for class essays at middle school, high school or college level. kind "common-app": a Common App personal statement (pass the prompt number, 1-7). kind "sat": an SAT School Day essay, Reading/Analysis/Writing…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| essay | string | yes | The essay text. |
| kind | string | no | — |
| level | string | no | kind "essay" only. Default high school. |
| assignment | string | no | kind "essay": the assignment prompt. |
| prompt | integer | no | kind "common-app": which of the seven prompts. Default 7, topic of your choice. |
| passage | string | no | kind "sat": the source passage. |
Grade one or more submissions (up to 30, in parallel) against a rubric you supply: each criterion scored on a 3- to 6-point scale, summed per submission. Each submission is graded in its own call, so its score never depends on the others.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| criteria | array | yes | Rubric rows, e.g. { "name": "Evidence", "description": "Supports the claim with specific evidence" }. |
| points | integer | no | — |
| submissions | array | yes | — |
| assignment | string | no | — |
Ask any yes/no question about a text and get the probability that the answer is yes. Use for checks and gates, e.g. 'Does this reply answer the customer's question?'.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | The text to judge. |
| question | string | yes | — |
| yes_means | string | no | What a yes looks like, if it helps to spell out. |
| no_means | string | no | — |
Pick the option that best fits a text, with a probability for every option and a confidence. Options map an id to a description of when it applies.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | — |
| question | string | yes | — |
| options | object | yes | e.g. { "billing": "Payments, refunds, invoices", "technical": "Bugs and errors" } |
Place a text on an ordered scale you define (lowest level first) and get the nearest level, the exact position and a probability for each level.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | — |
| question | string | yes | — |
| levels | array | yes | Lowest first, e.g. ["Off-topic", "Partly relevant", "Fully relevant"]. |
Which of two versions is stronger for a stated purpose. Asked twice with the order swapped and averaged, because the model favors the second option on close calls; if the two orders disagree the result is a tie.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| question | string | yes | e.g. 'Which opening line would an admissions reader find more compelling?' |
| version_a | string | yes | — |
| version_b | string | yes | — |
| context | string | no | The surrounding text, such as the whole essay or the job posting. |
Free
$0 forever
- Every tool, no call limit
- No card, and mcprush charges nothing for it
- Source published under MIT
- Runs on your machine — nothing of it reaches our gateway
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install Rubricscore or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
—
Alert at 80% · then the tool returns a normal MCP error
Used this month: —
ATrust score 99 / 100
Release 0.1.0 · scanned 11 Nov 2026
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score100
Client score99
Findings0 threat · 0 capability
Capabilityminimal
Coveragesource
Verificationrepo
Surface digest83c5234c8c447fdb0933b08608de5cd9b3d02578e6a0cc1d7734b84bff08c876
Score vectorthreat 100 → client 99
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | minimal | capability blast radius (minimal) — client exposure if the model is manipulated | −0 |
| verification-discount | repo | publisher verification (public source) — no provenance, but the source is public and inspectable | −1 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
Tool surfacenot available
Implementation sourceread
Package metadataread
Live transportnot available
No tools were enumerated, so prompt-injection, capability and toxic-flow analysis had no tool surface to inspect. To grade a package’s real runtime tools, scan the running server: --command "npx -y <package>".
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. minimal is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| No per-tool rows for this release — see the note below. | ||
No tool surface was enumerated, so there is nothing to attribute a capability to.
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
The public result for this release does not print the flow graph, so there is nothing to show here. That is not the same as "no paths were found": what the scan did read is above, under coverage.
Supply chain and provenance
Integrityfirst-seen
Surface digest83c5234c8c447fdb
Scanned2026-11-11
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
Always latest — the install command names no version, so it installs the newest release when it runs; the current release on file is 0.1.0. Pin a release below and the command asks for exactly that one.
0.1.0
undated
latestNo release note was published with this version.
—
no reviews yet
Who can review
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Sign in to write one
Any signed-in account that does not publish Rubricscore can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.