Mhlabs Tools MCP server

by MusaddiqueHussainLabs·io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools·v3.0.0

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An MCP server that provides text preprocessing, NLP components, and document analysis

B75/100grade B

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Safety scan

B75/100

full report

Adoption

New

0 stars31 downloads/wk

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Mhlabs Tools tools (32, 18 write)

write = sends, deletes, buys or posts

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

create_fastmcp_serverwrite action
Create and configure FastMCP server.
nlp.load_component
Load a specific NLP spaCy model component to verify availability.
nlp.predict_componentwrite action
Run spaCy component processing such as NER, POS, Dependency, Sentiment (if available).
textprep.chat_words_conversion
Convert common chat abbreviations to standard English.
textprep.convert_emojis_to_words
Convert emojis to textual descriptions using emoji.demojize.
textprep.convert_emoticons_to_words
Convert some emoticons to words (e.g. ':)' -> 'smile').
textprep.expand_contraction
Expand simple contractions (can't -> cannot).
textprep.keep_alpha_numeric
Keep only alphanumeric characters and spaces.
textprep.lemmatize_word
Return lemmatized tokens joined as a string.
textprep.normalize_unicode
Normalize unicode characters using NFKC.
textprep.remove_credit_card_numberwrite action
Mask credit card number patterns.
textprep.remove_emailwrite action
Mask email addresses.
textprep.remove_emojiwrite action
Remove emoji characters.
textprep.remove_emoticonswrite action
Remove common ASCII emoticons.
textprep.remove_freqwordswrite action
Remove frequently occurring words above threshold.
textprep.remove_htmlwrite action
Strip HTML tags and unescape entities.
textprep.remove_itemized_bullet_and_numberingwrite action
Remove itemized bullets and numbering.
textprep.remove_numberwrite action
Remove numeric characters from text.
textprep.remove_phone_numberwrite action
Mask phone numbers.
textprep.remove_punctuationwrite action
Remove punctuation from text.
textprep.remove_rarewordswrite action
Remove rare words below threshold.
textprep.remove_special_characterwrite action
Remove special characters (keep basic punctuation).
textprep.remove_ssnwrite action
Mask SSN patterns.
textprep.remove_stopwordwrite action
Remove stopwords for a language (default english).
textprep.remove_urlwrite action
Remove URLs from text.
textprep.remove_whitespacewrite action
Collapse and trim whitespace.
textprep.stem_word
Return stemmed tokens joined as a string.
textprep.substitute_token
Substitute each token by another token (e.g., 'vs' → 'versus') using a substitution dictionary or custom CSV file.
textprep.to_lower
Convert input text to lowercase.
textprep.to_upper
Convert input text to uppercase.
textprep.tokenize_sentence
Tokenize text into sentences (NLTK).
textprep.tokenize_word
Tokenize text into words (NLTK).

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

no findings

Code scan30 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 313 days ago4/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 75/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Mhlabs Tools compares

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

Safety score: 75/100; higher than 45% of 48,255 servers
Tools: 32; the typical server has 7
Tools that change things: 56%; typical: 0%. Fewer write tools means less an agent can break
Downloads a week: 31; more than 19% of 12,191 servers with a package

What its tools let an agent do: 14 read · 1 create · 1 change · 16 delete

Install Mhlabs Tools in Claude Code, Cursor or VS Code

claude mcp add mhlabs_mcp_tools -- uvx mhlabs-mcp-tools

Add to Cursor

Mhlabs Tools: common questions

Is Mhlabs Tools MCP server safe?: Mostly: it is graded B (75/100). Read the Mhlabs Tools safety report
How do I install Mhlabs Tools?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Mhlabs Tools need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Mhlabs Tools maintained?: The last commit was 347 days ago (2025-11-22). The latest release is v3.0.0.
How does Mhlabs Tools compare with other MCP servers?: safety score 75/100 (higher than 45% of 48,255 servers); tools 32 (the typical server has 7); tools that change things 56% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.