Is io.github.MukundaKatta/ragmetric-mcp safe to use?

io.github.MukundaKatta/ragmetric-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.MukundaKatta/ragmetric-mcp?

io.github.MukundaKatta/ragmetric-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with io.github.MukundaKatta/ragmetric-mcp?

io.github.MukundaKatta/ragmetric-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is io.github.MukundaKatta/ragmetric-mcp actively maintained?

io.github.MukundaKatta/ragmetric-mcp is actively maintained — last commit was 8 days ago.

io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

0 tools GitHub

No known CVEs

No license

Actively maintained

Last commit 8d ago

Works with most clients

Transport: stdio

0 tools

Grade F

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Analytics

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-mukundakatta-ragmetric-mcp": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-mukundakatta-ragmetric-mcp)](https://mcppedia.org/s/io-github-mukundakatta-ragmetric-mcp)

Read me

What io.github.MukundaKatta/ragmetric-mcp does

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

34/100across 5 weighted dimensions

How we score →

0255075100

−66

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Help improve this page

This server is missing a description. Tools and install config are also missing.If you've used it, help the community.

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Reviews

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.MukundaKatta/ragmetric-mcp safe to use?: io.github.MukundaKatta/ragmetric-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.MukundaKatta/ragmetric-mcp?: io.github.MukundaKatta/ragmetric-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.MukundaKatta/ragmetric-mcp?: io.github.MukundaKatta/ragmetric-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is io.github.MukundaKatta/ragmetric-mcp actively maintained?: io.github.MukundaKatta/ragmetric-mcp is actively maintained — last commit was 8 days ago.

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Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-mukundakatta-ragmetric-mcp": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-mukundakatta-ragmetric-mcp)](https://mcppedia.org/s/io-github-mukundakatta-ragmetric-mcp)

Read me

What io.github.MukundaKatta/ragmetric-mcp does

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

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

Package	Tools	When to install
`@mukundakatta/promptbudget-mcp`	`truncate_to_token_budget`	LLM needs to fit text into a context window mid-task
`@mukundakatta/citecite-mcp`	`inject_citations`, `parse_citations`, `strip_citations`	Round-trip `[1] [2]` markers in RAG outputs
`@mukundakatta/ragmetric-mcp`	`recall_at_k`, `hit_at_k`, `mrr`, `ndcg_at_k`, `evaluate_batch`	LLM helps score retrieval quality
`@mukundakatta/ragdrift-mcp`	`interpret_drift_score`, `recommend_thresholds`, `explain_drift_dimensions`	LLM diagnoses RAG drift alerts

Reliable transforms LLMs reach for tools instead of imagining

Package	Tools	When to install
`@mukundakatta/csv-tools-mcp`	`parse_csv`, `to_csv`, `pluck_columns`	LLM needs RFC 4180-correct CSV (quoted fields, embedded commas, BOMs)
`@mukundakatta/regex-test-mcp`	`test_regex`, `find_all`, `replace`	LLM needs exact regex semantics with real match offsets and named groups
`@mukundakatta/jmespath-mcp`	`json_query`	LLM needs deep JSON traversal (filters, projections, pipes) without hallucinating
`@mukundakatta/diff-mcp`	`unified_diff`, `apply_patch`, `parse_patch`	Code-review or code-edit agent needs character-precise patches
`@mukundakatta/sqlfmt-mcp`	`format_sql`, `list_dialects`	Deterministic SQL formatting across 19 dialects
`@mukundakatta/shellquote-mcp`	`quote_bash`, `quote_bash_argv`, `quote_cmd`, `quote_powershell`	Safe shell argument escaping; LLMs constantly mishandle quotes/$VAR
`@mukundakatta/json5-mcp`	`parse_json5`, `to_json5`, `to_strict_json`	LLM emitted JSON-with-comments / trailing-commas; round-trip to strict JSON
`@mukundakatta/toml-yaml-json-mcp`	`parse`, `format`, `convert`	TOML / YAML / JSON conversion (LLMs especially mishandle TOML)
`@mukundakatta/timezone-mcp`	`convert_tz`, `now_in`, `tz_offset`	IANA timezone math with real DST rules; LLMs hallucinate offsets
`@mukundakatta/html-to-markdown-mcp`	`html_to_md`, `extract_text`	Web-scraping agents need clean Markdown / text from HTML

Sibling libraries

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

ragdrift (crates.io) / ragdrift-py (PyPI) — five-dimensional drift detection
embedrank, promptbudget, stopstream, citecite, ragmetric — pure-Rust crates from the rust-llm-stack workspace

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:

{
  "mcpServers": {
    "promptbudget": { "command": "npx", "args": ["-y", "@mukundakatta/promptbudget-mcp"] },
    "citecite":     { "command": "npx", "args": ["-y", "@mukundakatta/citecite-mcp"] },
    "ragmetric":    { "command": "npx", "args": ["-y", "@mukundakatta/ragmetric-

... [View full README on GitHub](https://github.com/mukundakatta/mcp-stack#readme)

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

34/100across 5 weighted dimensions

How we score →

0255075100

−66

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Help improve this page

This server is missing a description. Tools and install config are also missing.If you've used it, help the community.

Add information

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.MukundaKatta/ragmetric-mcp safe to use?: io.github.MukundaKatta/ragmetric-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.MukundaKatta/ragmetric-mcp?: io.github.MukundaKatta/ragmetric-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.MukundaKatta/ragmetric-mcp?: io.github.MukundaKatta/ragmetric-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is io.github.MukundaKatta/ragmetric-mcp actively maintained?: io.github.MukundaKatta/ragmetric-mcp is actively maintained — last commit was 8 days ago.