com.maximusmediahouse/preplayer

up checked 2026-11-10T23:37:52.063Z

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Publisher-provided title

PrepLayer.ai

Publisher-provided description

Deterministic text prep for agents. Pay per call via x402 USDC.

Summary by lookupd

Deterministic text tools for agents: normalize, extract, redact PII, classify, chunk, diff, hash, validate, and batch calls per x402…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http preplayer https://api.maximusmediahouse.com/mcp

Codex, remote (streamable-http)

codex mcp add preplayer --url https://api.maximusmediahouse.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "preplayer": {
      "url": "https://api.maximusmediahouse.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (16 tools)

Publisher-provided text

normalize Deterministic text normalization: Unicode NFKC, zero-width/bidi stripping, smart-quote and dash folding, whitespace collapse, case folding. Returns a stable con
validate Validate and canonicalize one identifier: email, URL, E.164 phone, IBAN (mod-97), payment card (Luhn), UUID, SHA-256, git SHA, EVM address (EIP-55) or domain. R
extract Extract structured fields from unstructured text with byte offsets and normalized values: emails, URLs, IPv4, phones, money amounts, ISO dates, UUIDs, EVM addre
redact Redact PII from text before it is stored or logged. Returns redacted text plus exact byte spans and counts per class: credit_card, iban, email, private_key, evm
classify Rule-based multi-label text classification over a fixed taxonomy (urgency, financial_promise, credential_request, crypto_mention, cta, legal_offer, medical_clai
dedupe Near-duplicate detection across a batch of documents. Exact Jaccard similarity over word-3-shingle sets decides duplication; a 64-bit SimHash is returned per do
diff Line-level LCS diff of two text blobs. Returns a structured edit script with insertions, deletions, unchanged line counts and per-operation metadata; with forma
chunk Split long text into pieces for RAG retrieval. Strategies: 'sentence' packs whole sentences into a size budget and never splits mid-sentence; 'paragraph' prefer
extract_custom Pull caller-defined structured fields from text using regex patterns with deterministic type coercion. Supported types: string, bool, date, url, email, number.
validate_json Deterministic JSON-Schema subset validator. Catches malformed JSON before it breaks a pipeline. Supports: type, required, properties, items, minLength, maxLengt
slugify URL-safe slug from arbitrary text. NFKD-decomposes unicode (é -> e), lowercases, replaces every non-[a-z0-9] run with a separator, strips leading/trailing separ
hash Content-addressable hashing for caching and dedup. Three algorithms: sha256 (via node:crypto / Web Crypto), xxhash64 and murmur3 (inline pure-JS, deterministic
batch Run up to 10 primitive calls in one round trip for one x402 payment of $0.02 (= $0.0020 per call, below the priciest single-call route at $0.01). Each request n
batch50 Run up to 50 primitive calls in one round trip. One x402 payment of $0.075 (=$0.0015 per call — cheaper per call than the 10-slot batch). Same `{endpoint, input
batch100 Run up to 100 primitive calls in one round trip. One x402 payment of $0.100 (=$0.0010 per call — the deepest rung of the batch ladder, cheaper per call than the
subscription Recurring tier: a PREPAID CALL BALANCE. One x402 payment of $1.00 credits 1,000 units of prepaid capacity (= $0.0010 per call), drawn down across sessions on th

Details

Version: 0.2.1
Transports: streamable-http
Uptime (7 days): 100%
Median latency: 331 ms
First indexed: 2026-11-01T08:55:15.244Z
Last seen in registry: 2026-11-01T08:55:15.255Z
Repository: https://github.com/maximusboomerus-afk/preplayer-mcp
Website: https://api.maximusmediahouse.com/landing

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Last crawl: 2026-11-11T18:17:25.333Z
API base: https://api.lookupd.com
MCP URL: https://api.lookupd.com/mcp