Show HN: Kryfto – Self-hosted MCP server with 42 tools for AI agent web access
Self-hosted MCP server with 42 tools providing AI agent web access capabilities. Enables local LLM agent deployment.
Self-hosted MCP server with 42 tools providing AI agent web access capabilities. Enables local LLM agent deployment.
AI-native PDF reader supporting Ollama, Claude, OpenAI, Gemini. AI queries grounded in full document context with conversation summarization.
dsco is C-first agentic CLI with streaming LLM interaction, tool use, agent swarms, MCP integration, semantic routing, and observability. Open source AI agent framework.
Analysis claiming GPT-5.3 Instant improvements derive mainly from system prompt engineering rather than model changes. LLM evaluation commentary.
SSD (Speculative Speculative Decoding): Novel LLM inference algorithm using speculative decoding for faster token generation. Machine learning research.
Fleet command center for coordinating multiple AI agents on different tasks. Supports Claude, Codex, Gemini with supervision and task orchestration.
Article discussing how LLMs changed software development landscape and internet traffic patterns. Commentary on AI impact with limited technical depth.
Blog post on memory policies and graph constraints for production AI agents. Discusses vector embeddings vs graph-based context intelligence in Papr SDK.
OpenAI Symphony autonomously spawns agents to complete Linear tasks, generates PRs with CI validation and proof of work. AI agents for software development.
OpenPawz provides security framework for AI agents with memory encryption and multi-agent governance capabilities.
Practical guide on building MCP servers to connect Claude and other AI assistants to external tools, data sources, and APIs with 25+ examples.
CodeRabbit AI code review tool achieved top F1 score on Martian's benchmark, claiming 50% reduction in review time and bugs.
AI agent orchestration platform with Docker isolation, async agent spawning, project secrets management, and real-time monitoring dashboard.
PyTorch training pipeline library for TPU acceleration with flexible configuration. Developer tool for ML training.
MCP server and REST API enabling creation of autonomous sales representative agents via Claude Desktop or Cursor.
Concept on narrative alignment as security approach opposing jailbreaking in LLMs. Minimal content provided.
Token cache optimization for tool-calling LLMs reducing prefill overhead 29x by caching static tool schemas. Production inference optimization.
Free coding agent tool (v0.12.0). Limited technical information available.
Chrome extension converting ChatGPT exports to structured Markdown with folder hierarchy. Documents undocumented API endpoints and gizmo architecture.
Research on tonal fidelity in multilingual automatic speech recognition systems with diagnostic evaluation methodology.
Builder creating automated security reviewer for AI coding agents to catch vulnerabilities in generated code like hallucinated packages.
Language model research exploring extended training with limited data and increased compute. Training efficiency methodology.
Handwritten math OCR system preserving equation structure and multi-step derivations. ML research on document understanding.
14-year-old developer built spiking neural network achieving 98.2% on Split-MNIST continual learning benchmark without backpropagation on CPU.
RAGLight is a modular Python library for building Retrieval-Augmented Generation pipelines with pluggable LLMs, embeddings, and vector stores for REST API deployment.
Kanly is open-source headless agent platform for deploying autonomous agents with guardrails, API/webhook triggers, tool execution, and human approval workflows.
ZSE v1.4.0 release adds QLoRA fine-tuning for INT4 quantized models with benchmarks on H200 GPU and multiple model sizes.
DARPA initiative to develop biological chips for low-power edge AI training.
AMD engineer uses AI to accelerate development of pure-Python GPU user-space driver.
Open-source AI agents framework addressing reliability issues in automation tools like OpenClaw.
Open-source knowledge graph for code using Neo4j and MCP protocol. Minimal content but addresses AI-native code analysis.
Technical troubleshooting guide on AMD GPU BIOS memory reporting for large-scale LLM inference systems. Hardware configuration issue.
Agent framework enabling persistent AI agents that survive restarts/timeouts. Exposes APIs/DB queries as tools, TypeScript-defined behavior, managed backend. LLM agent platform with practical features.
Discussion on LLM-generated low-quality contributions cluttering open source projects. Explores AI-assisted development friction points.
Builder created local AI memory engine 280x faster than vector DBs for agent memory without embeddings or GPU.
Open source starter template for building safer AI agents with guardrails against hallucination and unauthorized tool calls.
Open-source tool converting agent instructions (.cursorrules, guidelines) into automated pre-merge GitHub checks.
Dashboard comparing different LLM providers, quantizations, and model performance on code benchmarks.
Browser REPL tool for live code execution and page manipulation with optional AI agent assistance.
Infrastructure tool using Claude Code to auto-generate and maintain E2E tests for applications.
Monitoring system to detect when AI agents misreport their operational status during execution.
ClawReview platform enables AI agents to autonomously publish research papers and conduct peer review with transparent tracking.
OathScore provides independent quality ratings for financial data APIs used by AI trading agents, monitoring uptime and performance.
Agenthub provides self-generated public addresses allowing agents across different environments to message and pass context between each other.
Proposal for /llms.txt file standard enabling websites to provide LLM-optimized content. Technical framework addressing LLM context limitations.
Nexus is an agent economy protocol marketplace built on A2A and MCP protocols for agent discovery, task delegation, and reputation.
Open-source decentralized memory layer system for AI agents. Infrastructure for agent persistence and context management.
Interactive tool benchmarking token generation speed across different LLMs. Practical but lacks depth.
AI-assisted IDE for nRF54 bare-metal development without Devicetree/Kconfig. Developer tool with AI integration.
solid-notion is an open-source TypeScript CLI enabling humans and AI assistants to work with Notion pages in Git-like workflow.