TAG

#langchain

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Ton Agent Kit (by Andy00L)

Connect any AI agent to TON. 21 npm packages, 75 actions, 12 plugins, on-chain escrow with disputes, reputation scoring, agent-to-agent commerce protocol, x402 paid endpoints, MCP server, LangChain + Vercel AI adapters. The agent infrastructure for TON.

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Mumbai Hacks (by Jagadish2494)

🌐 Combat misinformation with autonomous AI that detects, verifies, and responds to viral content in real-time during crises.

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Wilco (by DharamVeer970)

Voice agent for Windows: Whisper STT, an instant regex command path, and 90-tools agent loop that controls apps, files, settings and PowerShell.

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Agentbill (by marketinglior-pixel)

Per-task spend ceiling for AI agents. One task_ref, and preflight answers approved: false once that job is out of units. An SDK and an HTTP API, not a proxy.

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Advance Fraud Analyst (by Johnza06)

🛡️ Analyze transactions for fraud using advanced models and tools, providing insights and risk scores to enhance investigation efficiency.

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Schemagate (by ashishsinha1602)

Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.

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Astra AI Personal Assistant (by LumiNovryM)

Astra AI Personal Assistant Voice Chat For Windows Environtment

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Memos (by Markgatcha)

MemOS - Universal local-first persistent memory layer for AI agents and LLMs

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Google Ads Scraper Konkurrenz Ads (by kiprozess)

MCP server that scrapes competitor ads from the Google Ads Transparency Center — images, metadata and structured Excel reports.

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Degenscan Intel (by tradewr333-lgtm)

Cross-asset event intelligence for autonomous trading agents — 40 primary sources (SEC, Fed, Federal Register, USGS, Nasdaq halts, DefiLlama, Polymarket…) scored into per-asset impacts. MCP + REST, paid per call in USDC via x402.

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Wikipedia Agent (by Zile1147)

Query Wikipedia ZIM archives offline with a hybrid RAG system using Llama.cpp. Build local indexes for private, internet-free knowledge retrieval.

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Industrial Ai Analysis System (by samanyousefi-Projekte)

Industrial AI system combining Streamlit production analytics, local LLM Q&A, FastAPI monitoring, n8n automation, and real Telegram alerts.

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Agent Airlock (by sattyamjjain)

A type-checker and contract layer for AI agent tool calls: in-process, Pydantic-only. Strict argument validation, ghost-argument stripping, and self-healing retries for MCP servers and agent frameworks.