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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:
- Alicense-qualityAmaintenanceJson AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated2MIT
- AlicenseAqualityAmaintenanceEnables LLMs to profile and analyze tabular data files (CSV, Parquet, Excel, JSON) by extracting schema, statistics, data quality issues, and dtype suggestions, returning structured JSON.Last updated461MIT
- AlicenseAqualityBmaintenanceGive your AI assistant real-time LLM/VLM knowledge. Pricing, benchmarks, and recommendations — updated every hour, not every training cycle.Last updated41231MIT
- AlicenseAqualityBmaintenanceDaily-verified LLM API pricing dataset (44+ models, CN & global) with a hosted MCP server for live price queries and token cost estimation.Last updated42CC BY-4.0
- Alicense-qualityCmaintenanceEnables coding agents to watch and analyze videos by extracting scene-aware frames, transcribing speech, and generating shot timelines, all constrained by a token budget to fit LLM context limits.Last updated1MIT
- AlicenseAqualityAmaintenanceMCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.Last updated15304MIT
- AlicenseAqualityAmaintenanceFree multi-source search for AI agents with multi-source verification, token savings, and MCP native support.Last updated782543Apache 2.0
- AlicenseAqualityBmaintenanceMCP server exposing Thailand data tools including official company-registry lookups, Thai address normalization, public holidays, and VAT/withholding-tax reference.Last updated52021MIT
- AlicenseAqualityBmaintenanceA personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.Last updated10451MIT
- AlicenseAqualityFmaintenanceFree multi-source web search server for AI agents, with confidence scoring and token optimization.Last updated3825Apache 2.0
- AlicenseAqualityBmaintenanceProvides real-time market data tools (quotes, news, earnings calendar, watchlist scanner, and composite analysis) for AI agents via Finnhub, with optional Alpaca broker integration and graceful degradation.Last updated6MIT
- AlicenseAqualityCmaintenanceReal-time search of Japanese government subsidies and grants (official jGrants data): deadlines, amounts, eligibility, filterable by prefecture.Last updated2MIT
- AlicenseAqualityCmaintenanceFull-text search across all ~10,000 current Japanese laws and regulations (official e-Gov data): keyword search, table of contents, and exact article text.Last updated3MIT

conformi-searchofficial
AlicenseAqualityAmaintenanceInstallable MCP server for EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR).Last updated21MIT- AlicenseAqualityBmaintenancePay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.Last updated51Apache 2.0
- Alicense-qualityBmaintenanceMCP server for PubMed search and literature summarizationLast updated51MIT
- AlicenseAqualityDmaintenanceProvides access to Naver Search APIs, allowing AI agents to search across multiple categories (blogs, news, books, images, shopping items, etc.) with structured responses optimized for LLM consumption.Last updated134Apache 2.0
- AlicenseBqualityAmaintenanceMCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.Last updated411MIT
- AlicenseBqualityFmaintenanceEnables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.Last updated1163MIT