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"Resources to Become an Expert in LangChain" matching MCP servers:

  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
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    license
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    quality
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    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT

  • Deploy to Agents Server

    saezbaldo
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    Remote MCP server for auditing app surfaces in AI agent ecosystems, checking recommendation status, and creating distribution plans.
    23
    MIT
  • Amazon All-in-One Scrape MCP by pangolinfo

    Amazon All-in-One Scrape MCPofficial

    pangolinfo
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    quality
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    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    19
    6
    MIT

  • shipmail-mcp

    shipmail-to
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    maintenance
    Official MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.
    100
    324
    1
    MIT

  • agency-agents-mcp

    kriptoburak
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    quality
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    maintenance
    Provides GitHub Copilot with 160+ AI agent personas and 1,400+ specialized skills, enabling developers to activate expert roles like backend architect or security engineer through natural language.
    MIT

  • Upshift

    samerdwykat-cmyk
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    maintenance
    Audits a live site for machine legibility (structured data, llms.txt, titles, headings), matches a trade to one of 14 website templates with demo links, and quotes real prices. Remote Streamable HTTP on MCP spec 2026-07-28, with an eval suite in the repo.
    2
    3
    MIT

  • mcp-recipes

    smeet666
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    maintenance
    An MCP server that searches and reads recipes from multiple sources simultaneously, merges the results, and rescales ingredient quantities for any number of servings in French and English.
    4
    576
    MIT

  • Network AI

    Jovancoding
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    license
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    quality
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    maintenance
    Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)
    24
    377
    69
    MIT

  • cost-of-work-index

    kindrat86
    F
    license
    A
    quality
    C
    maintenance
    Per-unit cost of 13 back-office tasks done by a person vs by software, in the US, Greece and Ukraine, with an official statistic behind every hourly wage. Bundled data, works offline.
    5

  • skim-mcp

    JessieJanie
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    quality
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    maintenance
    Pay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.
    2
    1
    91
    2
    MIT

  • solinkify-mcp

    Zenidp
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    license
    A
    quality
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    maintenance
    Agentic payments on Solana: an agent can pay x402 / HTTP 402 paywalls in USDC, hold a pre-paid balance or a subscription, and buy datasets or settle store checkouts. All 15 tools run behind fail-closed spending caps ($1 per payment, $10 per day by default), and settlement is non-custodial through a program-owned escrow that releases 99% to the creator.
    8
    18
    224
    MIT

  • marketplace-mcp

    llmops-pro
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    quality
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    maintenance
    Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and update stalls and products in both the NIP-15 dialect and the Shopstr-modern NIP-99 dialect, including the cache POST that makes Shopstr cards actually render.
    7
    56
    MIT