MCP.Market

Ragdrift MCP server

by MukundaKatta·io.github.MukundaKatta/ragdrift-mcp·v0.1.1
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Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

A92/100grade A
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Safety scan
A92/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

Ragdrift tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • explain_drift_dimensions

    Return a structured reference explaining all five drift dimensions (data, embedding, response, confidence, query): what each catches, the underlying methods, suggested thresholds, and notes.

  • interpret_drift_score

    Given a drift score and a dimension (data | embedding | response | confidence | query), return a plain-English interpretation, severity classification, and suggested next steps. Optionally compare against a threshold.

  • recommend_thresholds

    Suggest threshold values for a drift dimension based on sample size and false-positive budget. Returns conservative/moderate/lax thresholds and a rationale.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan3 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 29 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Ragdrift compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 90% of 4,464 AI and agents servers
Tools
3
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break

What its tools let an agent do: 3 read

Install Ragdrift in Claude Code, Cursor or VS Code

Runs npx -y @mukundakatta/ragdrift-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add ragdrift-mcp -- npx -y @mukundakatta/ragdrift-mcp
Add to Cursor

What the publisher says

From the Ragdrift repository's README, as published. We do not edit it. Read it on GitHub

mcp-stack

Fourteen small MCP servers for everyday LLM / RAG / agent work. Each ships independently on npm, listed in the official MCP Registry, and is callable from Claude Desktop, Cursor, Cline, Windsurf, Zed, and any other MCP-compatible client.

RAG / agent helpers

Reliable transforms LLMs reach for tools instead of imagining

Sibling libraries

The first four wrap or re-implement logic from the user's Rust + Python work:

ragdrift-py (PyPI) — five-dimensional drift detection

  • ragdrift (crates.io) /

stopstream, citecite, ragmetric — pure-Rust crates from the rust-llm-stack workspace

  • embedrank, promptbudget,

The MCP servers are independent: they implement the logic they need in plain JavaScript so installing them doesn't pull a Rust toolchain.

Install (any of them)

Add to your MCP client config. Example for Claude Desktop:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Ragdrift: common questions

Is Ragdrift MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Ragdrift safety report
How do I install Ragdrift?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Ragdrift need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Ragdrift maintained?
The last commit was 65 days ago (2026-08-29). The latest release is v0.1.1.
What can I use instead of Ragdrift?
Servers from other publishers that do the same job: Local Rag MCP server, Butterbase AI MCP server and Guaardvark MCP server.
How does Ragdrift compare with other AI and agents MCP servers?
safety score 92/100 (higher than 90% of 4,464 AI and agents servers); tools 3 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Ragdrift

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