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Agent Tools MCP

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io.github.why-see/agent-tools-mcpv1.1.0

32 free MCP tools for data validation, text optimization, and synthetic test data.

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generate-avatar Read-only

Create an SVG placeholder profile icon. Use for synthetic avatars in demos and UI prototypes. Returns SVG markup, not a photorealistic likeness.

seedstring

Optional deterministic seed for repeatable test fixtures; do not use as a secret.

sizeinteger

SVG width and height in pixels, from 32 to 256.

textstring

Optional initials or label used to customize the placeholder.

patternstring

Avatar layout: initials, blocks, circles or random.

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Tools (32)

generate-avatar

Create an SVG placeholder profile icon. Use for synthetic avatars in demos and UI prototypes. Returns SVG markup, not a photorealistic likeness.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for repeatable test fixtures; do not use as a secret.
size	integer	SVG width and height in pixels, from 32 to 256.
text	string	Optional initials or label used to customize the placeholder.
pattern	string	Avatar layout: initials, blocks, circles or random.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for repeatable test fixtures; do not use as a secret."
    },
    "size": {
      "type": "integer",
      "maximum": 256,
      "minimum": 32,
      "description": "SVG width and height in pixels, from 32 to 256."
    },
    "text": {
      "type": "string",
      "maxLength": 256,
      "description": "Optional initials or label used to customize the placeholder."
    },
    "pattern": {
      "enum": [
        "initials",
        "blocks",
        "circles",
        "random"
      ],
      "type": "string",
      "description": "Avatar layout: initials, blocks, circles or random."
    }
  }
}

generate-card-number

Generate a synthetic payment-card fixture. Use for payment-form UI tests requiring a Luhn-valid card number. Returns {number, brand, expiry, cvc}; values are synthetic, not issued credentials.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for reproducible fake card fixtures.
brand	string	Synthetic card brand: visa, mastercard, amex or discover.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for reproducible fake card fixtures."
    },
    "brand": {
      "enum": [
        "visa",
        "mastercard",
        "amex",
        "discover"
      ],
      "type": "string",
      "description": "Synthetic card brand: visa, mastercard, amex or discover."
    }
  }
}

generate-color

Generate a palette from a base color and harmony scheme. Use for design prototypes; defaults: random base, triadic scheme, five hex colors. Returns {base, scheme, colors, textOnBase}; text color is heuristic, not a WCAG contrast check.

read-only

Argument	Type	Description
base	string	Optional base color such as #3366ff.
seed	string	Optional deterministic seed for repeatable palette generation.
count	integer	Number of colors, from 1 to 12.
format	string	Output color notation: hex, rgb or hsl.
scheme	string	Palette harmony algorithm: complementary, triadic, tetradic, analogous, monochrome or random.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 256,
      "description": "Optional base color such as #3366ff."
    },
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for repeatable palette generation."
    },
    "count": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Number of colors, from 1 to 12."
    },
    "format": {
      "enum": [
        "hex",
        "rgb",
        "hsl"
      ],
      "type": "string",
      "description": "Output color notation: hex, rgb or hsl."
    },
    "scheme": {
      "enum": [
        "complementary",
        "triadic",
        "tetradic",
        "analogous",
        "monochrome",
        "random"
      ],
      "type": "string",
      "description": "Palette harmony algorithm: complementary, triadic, tetradic, analogous, monochrome or random."
    }
  }
}

generate-dataset

Generate synthetic rows as JSON, JSONL or CSV. Use for data import/export tests; use generate-fake-data for preset people or company fixtures. Returns at most eight records without accessing a database.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for reproducible test rows.
count	integer	Number of records to generate, 1–8, default 3.
format	string	Output format: json, jsonl or csv.
schema	object	Optional map of field names to upstream synthetic field specifications; no real records.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for reproducible test rows."
    },
    "count": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Number of records to generate, 1–8, default 3."
    },
    "format": {
      "enum": [
        "json",
        "jsonl",
        "csv"
      ],
      "type": "string",
      "description": "Output format: json, jsonl or csv."
    },
    "schema": {
      "type": "object",
      "description": "Optional map of field names to upstream synthetic field specifications; no real records.",
      "propertyNames": {
        "type": "string",
        "maxLength": 64
      },
      "additionalProperties": {}
    }
  }
}

generate-fake-data

Create fictional users, companies, addresses or rows. Use to seed demos with preset records; use generate-dataset for custom fields. Synthetic values are not verified identities.

read-only

Argument	Type	Description
kind*	string	Fixture category: user, company, address or rows.
seed	string	Optional deterministic seed to reproduce the same fake records.
count	integer	Requested number of synthetic records, up to eight.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "kind"
  ],
  "properties": {
    "kind": {
      "enum": [
        "user",
        "company",
        "address",
        "rows"
      ],
      "type": "string",
      "description": "Fixture category: user, company, address or rows."
    },
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed to reproduce the same fake records."
    },
    "count": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Requested number of synthetic records, up to eight."
    }
  }
}

generate-hash

Compute SHA-256 or legacy MD5 text digests. Use for non-secret content fingerprints; generate-token creates new IDs instead. Returns a hex digest; unsuitable for password storage or key derivation.

read-only

Argument	Type	Description
algo	string	Digest algorithm: sha-256 (default) or legacy md5.
text*	string	Public or synthetic text to digest; never send secrets for hashing.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "algo": {
      "enum": [
        "sha-256",
        "md5"
      ],
      "type": "string",
      "description": "Digest algorithm: sha-256 (default) or legacy md5."
    },
    "text": {
      "type": "string",
      "maxLength": 4096,
      "description": "Public or synthetic text to digest; never send secrets for hashing."
    }
  }
}

generate-lorem

Generate lorem ipsum placeholder copy. Use for mock layouts needing filler words, sentences or paragraphs. Returns synthetic copy, not sourced editorial content.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for reproducible placeholder text.
count	integer	Number of units, from 1 to 8; default 3.
units	string	Output unit: words, sentences or paragraphs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for reproducible placeholder text."
    },
    "count": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Number of units, from 1 to 8; default 3."
    },
    "units": {
      "enum": [
        "words",
        "sentences",
        "paragraphs"
      ],
      "type": "string",
      "description": "Output unit: words, sentences or paragraphs."
    }
  }
}

generate-password

Generate random or seeded test passwords. Use for demo login fields; use generate-token for identifiers. Seeded values are predictable and visible to MCP clients; not a secure credential vault.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for testing only; seeded output is predictable.
length	integer	Desired password length, 8–256 characters.
symbols	boolean	Whether punctuation/symbol characters are included.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for testing only; seeded output is predictable."
    },
    "length": {
      "type": "integer",
      "maximum": 256,
      "minimum": 8,
      "description": "Desired password length, 8–256 characters."
    },
    "symbols": {
      "type": "boolean",
      "description": "Whether punctuation/symbol characters are included."
    }
  }
}

generate-phone-number

Generate fictional US-format phone numbers. Use for US demo phone fields; when supplied, city selects a local area-code pool and must match state. Returns an array of fictional (AAA) 555-01XX numbers; no subscriber lookup.

read-only

Argument	Type	Description
city	string	Optional city: Los Angeles, San Francisco, New York, Houston or Miami; must match state if given.
seed	string	Optional deterministic seed for repeatable test numbers.
count	integer	Number of fabricated numbers, up to eight.
state	string	Optional US state abbreviation: CA, NY, TX or FL.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "city": {
      "enum": [
        "Los Angeles",
        "San Francisco",
        "New York",
        "Houston",
        "Miami"
      ],
      "type": "string",
      "description": "Optional city: Los Angeles, San Francisco, New York, Houston or Miami; must match state if given."
    },
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for repeatable test numbers."
    },
    "count": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Number of fabricated numbers, up to eight."
    },
    "state": {
      "enum": [
        "CA",
        "NY",
        "TX",
        "FL"
      ],
      "type": "string",
      "description": "Optional US state abbreviation: CA, NY, TX or FL."
    }
  }
}

generate-prompt

Fill a prompt template with supplied variables. Use {name} placeholders with matching vars.name; missing variables become empty text. Returns a prompt string without invoking a model; code/image modes can add framing.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for the {{RAND_INT:min,max}} helper, not ordinary placeholders.
type	string	Prompt template category: text, code or image; default text.
vars	object	Object mapping placeholder names to values, e.g. {"name":"Ada"} for {name}.
template*	string	Template text, e.g. Hello {name}; omitted variables are replaced with empty text.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "template"
  ],
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for the {{RAND_INT:min,max}} helper, not ordinary placeholders."
    },
    "type": {
      "enum": [
        "text",
        "code",
        "image"
      ],
      "type": "string",
      "description": "Prompt template category: text, code or image; default text."
    },
    "vars": {
      "type": "object",
      "description": "Object mapping placeholder names to values, e.g. {\"name\":\"Ada\"} for {name}.",
      "propertyNames": {
        "type": "string",
        "maxLength": 64
      },
      "additionalProperties": {}
    },
    "template": {
      "type": "string",
      "maxLength": 4096,
      "description": "Template text, e.g. Hello {name}; omitted variables are replaced with empty text."
    }
  }
}

generate-slug

Convert a title into a Unicode-aware URL slug. Use when forming new path segments from headings. Inspect output before publishing permanent URLs.

read-only

Argument	Type	Description
text*	string	Source title to normalize, such as Café startups!.
maxLength	integer	Maximum slug length, 1–160 characters; omit for the upstream default.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 4096,
      "description": "Source title to normalize, such as Café startups!."
    },
    "maxLength": {
      "type": "integer",
      "maximum": 160,
      "minimum": 1,
      "description": "Maximum slug length, 1–160 characters; omit for the upstream default."
    }
  }
}

generate-ssn

Generate fictional US SSN-style test identifiers. Use for SSN test fields; use generate-fake-data for mixed-record fixtures. Returns a string for count=1, otherwise an array; structural validity does not confirm issuance.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed for repeatable fake identifiers.
count	integer	Number of synthetic SSN-style fixtures, 1–8.
valid	boolean	Whether fixtures should pass the generator's structural validity rules, not actual issuance checks.
formatted	boolean	Whether to add standard dashes to the generated identifier.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed for repeatable fake identifiers."
    },
    "count": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Number of synthetic SSN-style fixtures, 1–8."
    },
    "valid": {
      "type": "boolean",
      "description": "Whether fixtures should pass the generator's structural validity rules, not actual issuance checks."
    },
    "formatted": {
      "type": "boolean",
      "description": "Whether to add standard dashes to the generated identifier."
    }
  }
}

generate-token

Generate token strings or UUIDs. Use for test identifiers; use generate-password for password fixtures. Seeded output is predictable and unsuitable for authentication credentials.

read-only

Argument	Type	Description
seed	string	Optional deterministic seed, intended for reproducible test output only.
type*	string	Token format: uuid, hex, base64 or numeric.
length	integer	Output length parameter, 1–256, where applicable to the selected token type.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "type"
  ],
  "properties": {
    "seed": {
      "type": "string",
      "maxLength": 128,
      "description": "Optional deterministic seed, intended for reproducible test output only."
    },
    "type": {
      "enum": [
        "uuid",
        "hex",
        "base64",
        "numeric"
      ],
      "type": "string",
      "description": "Token format: uuid, hex, base64 or numeric."
    },
    "length": {
      "type": "integer",
      "maximum": 256,
      "minimum": 1,
      "description": "Output length parameter, 1–256, where applicable to the selected token type."
    }
  }
}

is-card-safe

Check payment-card brand, length and Luhn checksum. Use with synthetic card numbers in payment-form tests. Returns {ok, normalized?, brand?, last4?, issues}; not a payment authorization or fraud check.

read-only

Argument	Type	Description
number*	string	Synthetic payment-card number string to examine; do not provide real card details.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "number"
  ],
  "properties": {
    "number": {
      "type": "string",
      "maxLength": 256,
      "description": "Synthetic payment-card number string to examine; do not provide real card details."
    }
  }
}

is-email-safe

Check conservative ASCII email address syntax. Use to reject malformed addresses in forms and test fixtures. Returns true or false; does not check mailbox existence or deliverability.

read-only

Argument	Type	Description
email*	string	Email address string to check, such as [email protected]; ASCII format only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "email"
  ],
  "properties": {
    "email": {
      "type": "string",
      "maxLength": 256,
      "description": "Email address string to check, such as [email protected]; ASCII format only."
    }
  }
}

is-iban-safe

Check IBAN country rules, length and checksum against a bundled registry. Use to screen public or synthetic IBANs in test data. Returns {ok, normalized?, issues}; does not verify account ownership or transferability.

read-only

Argument	Type	Description
iban*	string	IBAN string, optionally with spaces; do not submit real private bank account details.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "iban"
  ],
  "properties": {
    "iban": {
      "type": "string",
      "maxLength": 256,
      "description": "IBAN string, optionally with spaces; do not submit real private bank account details."
    }
  }
}

is-ip-safe

Check IPv4 or IPv6 literal-address syntax. Use to screen candidate IP strings, not test reachability or geolocation. Returns {ok, version, issues}; version is 4, 6 or null.

read-only

Argument	Type	Description
ip*	string	IPv4 or IPv6 literal address such as 192.0.2.1 or 2001:db8::1.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "ip"
  ],
  "properties": {
    "ip": {
      "type": "string",
      "maxLength": 256,
      "description": "IPv4 or IPv6 literal address such as 192.0.2.1 or 2001:db8::1."
    }
  }
}

is-iso-date-safe

Check Gregorian YYYY-MM-DD calendar dates, including leap days. Use for date-only form fields, not timestamps or timezone offsets. Returns true for a valid date, otherwise false.

read-only

Argument	Type	Description
date*	string	Candidate date formatted YYYY-MM-DD, such as 2024-02-29.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "date"
  ],
  "properties": {
    "date": {
      "type": "string",
      "maxLength": 256,
      "description": "Candidate date formatted YYYY-MM-DD, such as 2024-02-29."
    }
  }
}

is-json-safe

Parse JSON with bounded depth, key counts and input size. Use to screen JSON without execution; use optimize-dataset for JSONL or CSV cleanup. Returns {ok, issues, bytes, depth, keys, value?}; parsed value is included only when valid.

read-only

Argument	Type	Description
json*	string	JSON document as a string, up to 4096 characters; depth and key counts are limited.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "json"
  ],
  "properties": {
    "json": {
      "type": "string",
      "maxLength": 4096,
      "description": "JSON document as a string, up to 4096 characters; depth and key counts are limited."
    }
  }
}

is-password-safe

Evaluate password strength using local heuristics. Use only with dummy passwords when testing password policies. Returns {ok, score, entropyBits, length, sets, reasons, suggestions}; no breach-database lookup.

read-only

Argument	Type	Description
password*	string	Fictitious test password; never supply an actual password or secret.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "password"
  ],
  "properties": {
    "password": {
      "type": "string",
      "maxLength": 256,
      "description": "Fictitious test password; never supply an actual password or secret."
    }
  }
}

is-phone-e164

Check phone number syntax against E.164 after local normalization. Use to test international number formats, including spaces or 00 prefixes. Returns true or false, not the normalized number; no subscriber or reachability check.

read-only

Argument	Type	Description
phone*	string	Candidate internationally formatted telephone number, for example +66812345678.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "phone"
  ],
  "properties": {
    "phone": {
      "type": "string",
      "maxLength": 256,
      "description": "Candidate internationally formatted telephone number, for example +66812345678."
    }
  }
}

is-url-safe

Check absolute HTTP or HTTPS URL syntax. Use to screen links before display or storage. Returns true or false; does not visit or assess the site's safety.

read-only

Argument	Type	Description
url*	string	Absolute HTTP(S) URL string; other schemes such as javascript: are not supported.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "maxLength": 4096,
      "description": "Absolute HTTP(S) URL string; other schemes such as javascript: are not supported."
    }
  }
}

is-us-tin-safe

Check synthetic US EIN, SSN or ITIN number formats. Use with tax-ID input fixtures, never real personal identifiers. Returns {ok, normalized?, type, issues}; does not verify IRS issuance or identity.

read-only

Argument	Type	Description
tin*	string	Synthetic US taxpayer identifier string; do not submit actual personal identifiers.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "tin"
  ],
  "properties": {
    "tin": {
      "type": "string",
      "maxLength": 256,
      "description": "Synthetic US taxpayer identifier string; do not submit actual personal identifiers."
    }
  }
}

is-uuid-safe

Check canonical UUID syntax and optional RFC variant/version. Use to validate UUIDs; use generate-token to create them. Returns true or false; does not check uniqueness or resource existence.

read-only

Argument	Type	Description
uuid*	string	UUID string in canonical hyphenated format.
version	integer	Optional UUID version number from 1 to 8; omit to accept any supported version.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "uuid"
  ],
  "properties": {
    "uuid": {
      "type": "string",
      "maxLength": 256,
      "description": "UUID string in canonical hyphenated format."
    },
    "version": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "Optional UUID version number from 1 to 8; omit to accept any supported version."
    }
  }
}

is-vat-safe

Check country-specific VAT number patterns. Use to screen VAT fixtures before form submission. Returns {ok, country?, normalized?, issues}; no VIES lookup or active-registration check.

read-only

Argument	Type	Description
vat*	string	Country-prefixed VAT number string such as DE123456789.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "vat"
  ],
  "properties": {
    "vat": {
      "type": "string",
      "maxLength": 256,
      "description": "Country-prefixed VAT number string such as DE123456789."
    }
  }
}

minify-css

Reduce whitespace in CSS snippets. Use for basic stylesheet cleanup rather than production minification. Not a full CSS parser; visually test the result.

read-only

Argument	Type	Description
code*	string	CSS source code string, limited to 4096 characters.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "maxLength": 4096,
      "description": "CSS source code string, limited to 4096 characters."
    }
  }
}

minify-html

Remove comments and compact whitespace in HTML fragments. Use for small, controlled HTML snippets, not full document compilation. Returns an HTML string; preserves pre, textarea, script and style contents. Regression-test rendered output.

read-only

Argument	Type	Description
html*	string	Original HTML source as text, up to 4096 characters.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "html"
  ],
  "properties": {
    "html": {
      "type": "string",
      "maxLength": 4096,
      "description": "Original HTML source as text, up to 4096 characters."
    }
  }
}

minify-js

Compact small JavaScript snippets. Use for basic source cleanup, not AST-aware production minification. Returns JavaScript text, sometimes unchanged for complex syntax; regression-test its behavior.

read-only

Argument	Type	Description
code*	string	JavaScript source code string, limited to 4096 characters.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "maxLength": 4096,
      "description": "JavaScript source code string, limited to 4096 characters."
    }
  }
}

minify-prompt

Normalize prompt whitespace and line breaks. Use to compact formatting before calling a model; filler phrases are not removed. Returns trimmed text with normalized spacing; review prompts where whitespace carries meaning.

read-only

Argument	Type	Description
text*	string	Prompt text to compact, up to 4096 characters.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 4096,
      "description": "Prompt text to compact, up to 4096 characters."
    }
  }
}

optimize-dataset

Clean and compact JSON, JSONL or CSV rows. Use for small datasets; use is-json-safe to check JSON syntax without changes. Returns text in the selected format; trims strings, deduplicates rows and may drop mostly empty columns.

read-only

Argument	Type	Description
input*	string	Source dataset text (maximum 4096 characters).
format	string	Parsing format: auto detects, or explicitly select json, jsonl or csv.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "input"
  ],
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 4096,
      "description": "Source dataset text (maximum 4096 characters)."
    },
    "format": {
      "enum": [
        "auto",
        "json",
        "jsonl",
        "csv"
      ],
      "type": "string",
      "description": "Parsing format: auto detects, or explicitly select json, jsonl or csv."
    }
  }
}

optimize-google-tag

Rebuild GA4 gtag.js markup from a G- measurement ID. Use on existing GA4 snippets, not GTM containers or consent setup. Returns replacement HTML with async loading and a config call, or original input if no G- ID exists. Review lost settings and consent.

read-only

Argument	Type	Description
html*	string	Existing HTML snippet containing the Google Analytics tag to optimize.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "html"
  ],
  "properties": {
    "html": {
      "type": "string",
      "maxLength": 4096,
      "description": "Existing HTML snippet containing the Google Analytics tag to optimize."
    }
  }
}

strip-ansi

Strip terminal ANSI escape codes from text. Use to make colorized logs readable for indexing or display. Returns plain text without interpreting log entries.

read-only

Argument	Type	Description
text*	string	Terminal output string containing optional ANSI escape sequences.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 4096,
      "description": "Terminal output string containing optional ANSI escape sequences."
    }
  }
}