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  • A
    license
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    Free Industry 4.0 / IIoT tools, no API key or account: lint MQTT Sparkplug B topics, check a Unified Namespace (UNS) for naming and hierarchy problems, and run an industrial AI-readiness diagnostic for manufacturing digital transformation and smart-factory projects. Works in Claude Code, Codex and any MCP client.
    3
    196 npm
    MIT
  • A
    license
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    quality
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    maintenance
    Enables AI assistants to generate brandable business names and verify each candidate across TLDs with real registry lookups, ranking results by availability. Also checks individual or bulk domains for registration status, expiry, DNS, email and TLS details via RDAP, WHOIS and DNS probes.
    4
    MIT
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    quality
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    Enables AI coding agents to inspect competition folders, profile tabular datasets, compare train and test distributions, run leakage-safe time/group-aware cross-validated baselines with competition metrics, explain models, and write and validate submissions before upload.
    7
    MIT
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    Enables any MCP client to query DeepSeek's web chat, including its built-in live web search, with no separate search API, provider account, or extra cost. Also supports continuing chat sessions, uploading local files as prompt attachments, and automatic token re-harvesting from a logged-in browser profile.
    7
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.
    3
    2
    MIT
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    GadgetHumans MCP offers 58 tools across 8 categories—AI, weather, crypto, web scraping, code, DNS, SEO, and data—via a single HTTP endpoint, with no API keys and a free tier. It enables any MCP client to access these utilities through natural language.
    100
    134 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables operating Dataiku DSS projects, datasets, and Agent tools from any MCP client over Streamable HTTP, with read-only by default and secure bearer-token authentication.
    Apache 2.0
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    maintenance
    Provides a unified MCP interface to manage Cloudflare services including DNS, compute (Workers, KV, D1), storage (R2), AI, security, Radar, and a universal API gateway for any Cloudflare v4 endpoint.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Self-hosted ML inference MCP server providing embeddings and summarization tools using sentence-transformers and Ollama, with low-latency preloaded models and API-key authentication.
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  • A
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    maintenance
    Enables users to run and inspect local prompt-regression evaluations over six labeled fictional outreach cases, comparing a baseline and candidate prompt and reviewing per-case checks, failures, token usage, and stored run records. Exposes four local stdio tools (list_cases, run_demo, list_runs, get_run) for reviewing evidence before a human release decision, without granting paid live runs, file access, shell commands, or release approval.
    4
    21 PyPI
    MIT