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    Recommends study designs for a research question, states the identifying assumptions to verify, and returns runnable R, Python, or Julia code with a formatted citation for every source, drawn from methodological textbooks, an R package, and research articles on causal inference, econometrics, statistics, and machine learning.
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    MIT
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    Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
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    12
    MIT
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    Enables calculation of the 2025-2028 federal overtime, tips, and senior deductions — applying IRS caps, MAGI phase-outs, and bracket tables — plus eligibility explanations and estimated federal tax savings.
    5
    107 npm
    MIT
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    On Board is a local MCP server that gives multiple AI agents and IDEs a shared project memory, ticket queue, and handoff history, so agents can seamlessly continue each other's work. It supports agent-to-agent wake events, enabling autonomous workflows like reject-fix-resubmit cycles without human relay.
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    Apache 2.0
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    Enables users to audit personal reading streams by quantifying category diversity with Shannon entropy, detecting lexical redundancy and echo chambers via Jaccard similarity, and ranking content sources by decibel signal-to-noise ratio for pruning recommendations.
    7
    MIT
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    Local-first supply-chain CVE scanner. Scans project deps, system packages (Homebrew/apt), and IDE extensions (VS Code, JetBrains) via OSV, NVD, GHSA, EPSS, and CISA KEV. Listed in the official MCP Registry as io.github.DevInder1/tridentchain-security.
    3
    35 PyPI
    MIT
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    Enables predictive maintenance for electric motors by analyzing stator current signals to detect faults like broken rotor bars, bearing defects, and eccentricity, using spectral and envelope analysis techniques.
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    23 PyPI
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    MIT
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    Free deterministic security scan of a public git repository (GitHub, GitLab, Codeberg, Bitbucket): vulnerable dependencies via OSV.dev, secret patterns, and config lint, returned as structured JSON. Tools: scan_repository(url), audit_pricing(). Runs locally over stdio (python3 web/mcp_stdio.py or the Dockerfile) and is also hosted at https://project-feldspar.com/mcp. MIT licence, stdlib-only. Buil
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    MIT
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    MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via AI. 210+ tools including account audits, wasted spend detection, and PMax insights.
    2
    MIT
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    A template for deploying MCP servers on Cloudflare Workers with OAuth authentication, enabling remote access to MCP tools via SSE transport from Claude Desktop and other MCP clients.
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    On-chain delivery receipts for x402 AI-agent payments on Solana: anchors SHA-256 digests of delivered content to a PDA after settlement; buyers verify proof of delivery offline with zero trust in the seller. Live MCP endpoint + npm bridge.
    3
    MIT
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    Laya-MLX as an MCP server (and plain-HTTP API). It answers typed decisions — choose an option / score a rubric / is this true? — on your own machine (Apple Silicon / MLX), with no cloud and ~10ms after warm-up. Not a chatbot. No token-by-token text, no JSON that can break. One forward pass returns a structured answer you can branch on. Ideal for routing, triage, classification, lead scoring, and g
    MIT
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    This server analyzes neurophysiological evoked potential data to compute the Paired-Pulse Ratio (A2/A1) and evaluate synaptic inhibition. It helps quantify sensorimotor cortex gating and inhibitory tone across different recovery regimes.
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    Enables scanning of Claude Code skills, plugins, or MCP servers for malware before installation via static analysis.
    1
    14 npm
    MIT
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    MCP server for AI-assisted development on the Lampa open-source TV app, providing read-only access to the source tree with 41 tools and 5 resources for structured analysis, planning, editing, and validation.
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    6
    MIT
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    Enables users to access six offline, read-only guidance tools that generate team configuration and early-exit drafts, validate supplied layout paths, explain methods, and draft workflows and owner batches from bounded inputs without reading arbitrary files or calling networks.
    6
    MIT
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    Enables users to find email addresses that YouTube channels publish on their about pages or linked websites, along with each address’s source, by supplying channel handles, URLs, or IDs or by searching themes with subscriber-range filters.
    1
    MIT
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    Enables finding who sponsors a given newsletter or which newsletters a brand sponsors, by mining public Substack, beehiiv, and RSS archives for sponsor names, domains, placements, and issue links. Runs on Apify and returns dataset rows ready for analysis.
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    278 npm
    MIT
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    Muslim Prayer Reminder MCP is a free, open-source server for calculated Muslim prayer times in AI assistants. It supports location and regional calculation methods, daily timetables, next-prayer countdowns, and local or remote MCP clients.
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    54 npm
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    MIT
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    Provides natural language access to ApexVol's options analytics platform, enabling queries on options chains, volatility metrics, Greeks, flow analysis, and strategy building via Claude Code or Claude Desktop.
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    38 PyPI
    2
    MIT
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    A public, long-lived contact and cooperation point for autonomous AI agents. Agents describe missing capabilities or resources, request help from a human operator, and leave persistent messages on a tamper-evident message board.
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    MIT
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    Enables AI agents to research Bilibili and YouTube videos through language, visual, or multimodal analysis, returning structured evidence with source-time ranges, availability states, and explicit analysis limits. Supports caption or audio-based transcription, sampled comments, and quality-controlled media windows.
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    MIT
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    Lets AI coding agents read an outline of a large file or a digest of noisy command output instead of the full text, while every hidden line stays retrievable on disk through a run handle. Agents can request only the line ranges, slices, or grep matches they need and list recent runs, cutting token spend without losing information.
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    28 PyPI
    MIT
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    Enables AI agents to cast Liu Yao (I Ching) hexagrams locally by coin, manual line input, or Meihua-derived time and number methods, then receive deterministic results including original and changed hexagrams, Najia stems, six relatives, six spirits, ruling lines and hidden spirits. All computation runs in-process with no API key, database, or hosted LLM required.
    1
    MIT
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    Local-first astrology calculations powered by Swiss Ephemeris, with natal charts, classical techniques, progressions, returns, and structured fact verification over stdio or Streamable HTTP. Includes Saturn–Jupiter lifetime tables and panoramic charts, house ingress dates, multi-technique timelines, and PNG chart rendering; interpretation stays with the client.
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    AGPL 3.0
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    Read-only MCP bridge for public U.S. savings, money-market, CD and checking comparisons, savings-gap estimates, financial indexes and credit-card research. No account or API key required. Forwards hosted tools, prompts and resources; responses retain source dates and freshness labels. Data may be stale or unavailable. No private account access or money movement.
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    59 npm
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    MIT