IA-QA Data & Dev — 36 tools

Name: IA-QA Data & Dev — 36 tools
Author: JcJamet

MCP serverMCP

Dev utilities for agents: JSON/YAML/CSV, schema validation, encoding, text & time. Free, no key.

by JcJametrepository ↗v1.0.1

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30-day availability5/5 checks ok

30 days ago

Tools observed via MCP handshake

find_tool — Search available MCP tools by keyword or category before calling them. Returns matching tool names, descriptions, and optionally their inputSchemas. Call this w
diff_text — Compute a unified line-by-line diff between two text strings (LCS algorithm). Returns added/removed/unchanged line counts and formatted diff hunks with configur
rate_tool — Give honest usage feedback on an IA-QA MCP tool. Provide a score (1-5) and a comment. Rate low (1-2) if the tool was wrong, irrelevant, or a poor fit; rate high
validate_email — Validate an email address against RFC 5322 syntax before storing it, sending a transactional email, or adding it to a mailing list. Returns { valid, email } — u
decode_jwt — Decode a JWT (JSON Web Token) and return its header and payload without verifying the signature. Also reports whether the token is expired and the exact expiry
timestamp_convert — Convert between Unix timestamps (seconds or milliseconds) and ISO-8601 / UTC date strings. Auto-detects epoch vs. millisecond format. Omit input to get the curr
cron_parse — Parse a cron expression into a human-readable schedule description. Supports standard 5-field cron (minute hour day month weekday).
count_code_lines — Count lines of code: total, code lines, comment lines, blank lines, and comment density. Supports JS/TS, Python, Java/C/C++, Ruby, Go, Shell, HTML/XML, and CSS.
lint_commit_message — Validate a git commit message against the Conventional Commits spec (feat, fix, docs, style, refactor, test, chore, ci, perf, build). Returns compliance score,
env_parse — Parse a .env file content into a JSON object. Handles quoted values (single and double), inline comments, export prefix, and escaped sequences (\n, \t inside do
openapi_validate — Validate the structure of an OpenAPI 3.x specification (JSON or YAML). Checks required top-level fields (openapi, info.title, info.version, paths), validates ea
generate_slug — Convert any string into a URL-friendly slug: lowercase, ASCII-normalized (é→e), special characters removed, spaces replaced with hyphens. Use for generating SEO
format_json — Validate and pretty-print a string that is ALREADY valid JSON. Strict by design — it is a validity gate: valid JSON comes back formatted, anything else is rejec
parse_csv — Parse a CSV string into a JSON array of objects (or raw arrays). Full RFC 4180: quoted fields may contain the delimiter, embedded newlines (the Excel/Sheets mul
extract_json_path — Extract a value from a JSON string using dot-notation path (e.g., "user.address.city", "items.0.name", "meta.tags"). Supports array index access via numeric pat
json_schema_validate — Validate a JSON value against a JSON Schema (draft-07 subset). Supports type, required, properties, items, enum, const, pattern, format (email/uri/date/date-tim
flatten_json — Flatten a nested JSON object to single-level dot-notation keys (e.g. {"a":{"b":1}} → {"a.b":1}), or unflatten dot-notation keys back to a nested object. Support
xml_to_json — Convert an XML string to a JSON object. Supports attributes, nested elements, arrays, CDATA, and namespaces. Options: parse numbers, parse booleans, ignore attr
mock_from_schema — Generate realistic mock data from a JSON Schema. Supports all common types (string, number, integer, boolean, array, object, null), format hints (email, date, d
json_to_csv — Convert a JSON array of objects to CSV format. Automatically detects columns from all object keys. Handles quoting and escaping per RFC 4180.
json_diff — Compute a deep structural diff between two JSON values. Returns added, removed, and changed keys with dot-notation paths. Like git diff but for JSON objects — p
json_to_yaml — Convert a JSON object to clean, human-readable YAML. Handles nested objects, arrays, multiline strings, and special characters. No external dependencies.
yaml_to_json — Parse a YAML string and return the equivalent JSON value. The reverse of json_to_yaml. Supports nested objects, arrays, anchors, aliases, multi-document streams
json_schema_generate — Infer a JSON Schema (draft-07) from a sample JSON value. Detects types, required fields, array item shapes, nested objects, and common string formats (email, ur
text_stats — Compute comprehensive statistics for any text: character count (with and without spaces), word count, line count, sentence count, paragraph count, and estimated
regex_test — Test a regular expression pattern against an input string and return all matches with their index positions and named capture groups. Use for validating user in
lorem_ipsum — Generate Lorem Ipsum placeholder text for UI mockups, design prototypes, or test data population. Configurable paragraphs (1–10), sentences per paragraph (1–20)
case_convert — Convert a string between naming conventions: camelCase, PascalCase, snake_case, kebab-case, UPPER_SNAKE_CASE, dot.case, Title Case. Essential for code generatio
generate_uuid — Generate one or more cryptographically random UUID v4 identifiers. Use this when you need unique IDs for test fixtures, database records, session tokens, or any
hash_text — Compute a cryptographic hash of a text string. Use when you need to verify data integrity, generate content fingerprints, hash passwords (prefer SHA-256+), or p
base64_encode — Encode a UTF-8 string to Base64. Use when you need to embed binary data, multi-line text, or special characters safely inside JSON fields, HTTP headers, or data
base64_decode — Decode a Base64 string back to UTF-8 text. Use for inspecting Base64-encoded API responses, JWT payload claims, config file values, or attachment data.
url_encode — Percent-encode a string for safe use in URLs. Call this before programmatically building query strings, path segments, or form-encoded bodies to prevent injecti
url_decode — Decode a percent-encoded URL string back to plain text. Use when parsing query parameters from raw URLs or when displaying encoded values to users.
color_convert — Convert a color between HEX, RGB, and HSL formats. Use when translating design tokens between CSS notations, verifying color accessibility, or normalizing color
number_base_convert — Convert numbers between bases: decimal, binary, octal, hexadecimal, or any base 2–36. Auto-detects 0x, 0b, 0o prefixes.

when	check	result	http	latency	detail
2 h ago	mcp initialize	ok	200	17 ms	server ia-qa-toolbox-data 1.0.0 · protocol 2025-06-18 · 36 tools
10 h ago	mcp initialize	ok	200	52 ms	server ia-qa-toolbox-data 1.0.0 · protocol 2025-06-18 · 36 tools
17 h ago	mcp initialize	ok	200	57 ms	server ia-qa-toolbox-data 1.0.0 · protocol 2025-06-18 · 36 tools
25 h ago	mcp initialize	ok	200	19 ms	server ia-qa-toolbox-data 1.0.0 · protocol 2025-06-18 · 36 tools
33 h ago	mcp initialize	ok	200	19 ms	server ia-qa-toolbox-data 1.0.0 · protocol 2025-06-18 · 36 tools

IA-QA Data & Dev — 36 tools

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