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MCP server for runtime quality validation of AI agent outputs — hallucination detection, scope compl

MCP server that enforces multi-agent scope boundaries — prevents scope drift, work duplication, and

MCP server for analyzing and optimizing context window token usage — audit tool definitions, compres

MCP server exposing Minuet's ERC-8004 agent relationship graph.

GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.

Cross-chain DeFi intelligence MCP server — 86 chains, 6,500+ pools, 7 tools for AI agents

Web intelligence MCP server — SERP, competitor, market & keyword analysis for AI agents

MCP server for Alembica validation, extraction, cost estimation, and schema queries.

Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster, ~4x cheaper.

A small example package

A small example package

A small example package

A small example package

Local-first MCP server for Claude/Codex project wiki and graph workflows

Language detection API for AI agents. Identify the language of any text using trigram analysis: 30+ languages supported, script detection (Latin, Cyrillic, CJK), and confidence scoring. Tools: text_detect_language. Use this for routing multilingual content, pre-processing before translation, or filtering by language. IMPORTANT: For translation, use text_translate which includes auto-detection. Returns: {language, script, confidence, alternatives[]}. No API key required — x402 micropayment $0.

Text translation API for AI agents. Translate between 50+ languages with automatic source language detection. Fast, accurate translations for content localization, multilingual support, and cross-language communication. Tools: text_translate. Use this for translating user messages, localizing content, or building multilingual agents. IMPORTANT: For language detection only (without translation), use text_detect_language instead. Returns: {translated, from, to, confidence}. No API key required

Text classification API for AI agents. Classify text into topic categories with confidence scores, readability metrics (Flesch-Kincaid), and content type detection (article, review, email, code, etc.). Tools: text_classify_content. Use this for content routing, auto-tagging, spam detection, or organizing unstructured text. IMPORTANT: For sentiment analysis, use text_analyze_sentiment instead. Returns: {categories[], readability, contentType, confidence}. No API key required — x402 micropaymen

In-memory vector search API for AI agents. Store documents and query by semantic meaning using TF-IDF vectorization with cosine similarity. Lightweight alternative to Pinecone/Weaviate for small datasets. Tools: data_vector_search. Use this for building simple RAG systems, document matching, or semantic search over small collections (< 10K docs). IMPORTANT: For web-wide search, use web_search_query instead. Returns: {results[], scores[], matchCount}. No API key required — x402 micropayment $0

Token holder distribution API for AI agents. Analyze any ERC-20 token's holder structure: top holders with % ownership, whale count, Gini concentration coefficient, holder trend (growing/shrinking), and smart money addresses. Tools: token_get_holder_analysis. Use this for due diligence before investing, detecting whale accumulation, or assessing decentralization. IMPORTANT: For contract safety (honeypot, rug-pull), use token_check_safety instead. Returns: {topHolders[], whaleCount, concentrat

JSON validation API for AI agents. Validate JSON syntax, check against JSON Schema, and get formatted output. Returns validity status, parse errors with line numbers, structure stats (depth, key count, size). Tools: data_validate_json. Use this for API response validation, config file checking, or data pipeline quality gates. Returns machine-readable error details for automated fixing. Returns: {valid, errors[], formatted, stats}. No API key required — x402 micropayment $0.001/call on Base L2