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Explorer/MCP/axel-belfort/vector-search
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Vector Search — In-Memory TF-IDF Semantic Store

axel-belfort/vector-search

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 $0.005/call on Base L2.

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Time indexed (5mo)
0toolsRemote/ HTTP5moindexed
Checked May 27, 2026
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First indexed Apr 12, 2026
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Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
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Base Chain DeFi — Aerodrome, Moonwell Yields
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Aerodrome LP pools, Moonwell lending rates, and top farms — ranked by APY with TVL, risk assessment, and protocol info. Tools: base_get_defi_opportunities. Use this when looking for yield specifically on Base chain. Focused data for Base-native DeFi strategies. IMPORTANT: For cross-chain yield comparison, use defi_find_best_yields instead. Returns Base DeFi opportunities ranked by APY. No API key required — x402 micropayment $0.003/call on Base L2.
Text to Speech — 20+ Languages, MP3 Output
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ languages via Google TTS engine. Returns base64-encoded MP3 ready for playback. Tools: media_text_to_speech. Use this for voice notifications, accessibility features, audio content generation, or building voice interfaces. Returns: {audio (base64 MP3), language, duration}. No API key required — x402 micropayment $0.005/call on Base L2.
URL Shortener — Hash-Based Compact Links
URL shortening API for AI agents. Convert long URLs into compact short links with hash-based IDs, custom alias support, and instant redirect. Tools: utility_shorten_url. Use this for generating shareable links, tracking URLs, or fitting long URLs into character-limited formats. Returns: {shortUrl, hash, originalUrl}. No API key required — x402 micropayment $0.001/call on Base L2.
Prediction Markets — Polymarket & Kalshi Live Odds
Prediction market data API for AI agents. Real-time odds, probabilities, and volume from Polymarket and Kalshi. Browse active markets, trending events, and categories (politics, crypto, sports, tech). The betting intelligence layer for event forecasting. Tools: prediction_list_markets, prediction_get_market_odds, prediction_trending_markets. Use this for event probability assessment, risk analysis, forecasting, or building prediction-based strategies. IMPORTANT: For resolving whether events actually occurred, use event_resolve_outcome. Returns: {markets[], odds, volume, category}. No API key required — x402 micropayment $0.005/call on Base L2.
QR Code Generator — Base64 PNG from Any Text
QR code generation API for AI agents. Generate QR codes from any text or URL: base64-encoded PNG output, configurable size (100-1000px). Fast and lightweight. Tools: utility_generate_qr_code. Use this for generating payment links, sharing URLs, encoding data for mobile scanning, or building checkout flows. IMPORTANT: For barcode generation (EAN-13, UPC), use utility_generate_barcode. Returns: {qrCode (base64 PNG), size}. No API key required — x402 micropayment $0.001/call on Base L2.
Token Price — Real-Time Crypto Prices for 10K+ Tokens
Crypto token price API for AI agents. Real-time prices via CoinGecko for 10,000+ tokens: current price in USD, 24h change %, market cap, 24h volume, and all-time high. Bitcoin, Ethereum, Solana, memecoins — everything. Tools: finance_get_token_price. Use this when you need current crypto prices for trading, portfolio valuation, alerts, or market analysis. The most basic crypto data tool every agent needs. IMPORTANT: For historical OHLCV candles, use token_get_ohlcv_history. Returns: {price, change24h, marketCap, volume}. No API key required — x402 micropayment $0.001/call on Base L2.
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