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Contents

GitHub
MCP Server·2026
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executor

RhysSullivan

Local integration layer that lets AI agents discover and securely call OpenAPI, MCP, GraphQL, or custom JavaScript functions. Centralizes a shared tool catalog, auth, and policy surface across multiple agents, with a local web UI and CLI for runtime control.

#mcp-server#mcp#ai-agent#ai-api#cli+4
GitHub
AI Client·2026
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T3 Code

pingdotgg

Provides a minimal web and desktop GUI for coding agents (Codex and Claude), letting you run LLM-driven code workflows through a lightweight interface. Emphasizes quick provider switching, desktop packaging, and an opinionated minimal UX; early-stage project, expect bugs.

#codex#claude#ai-coding#ai-client#github+3
GitHub
AI Agent·2026
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memsearch

Zilliz

Provides cross-platform semantic memory for AI coding agents by turning human-editable Markdown logs into a rebuildable Milvus “shadow” index and syncing memories across plugins (Claude Code, OpenClaw, OpenCode, Codex). Supports progressive retrieval, hybrid dense+BM25+RRF search, smart deduplication, live sync, and local ONNX embeddings.

#ai-agent#agent-skills#embeddings#RAG#python+5
Hugging Face
AI Dataset·2026
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Marco-LongSpeech Dataset

AIDC-AI

Provides multi-task long-speech evaluation data for eight speech-understanding tasks (ASR, summarization, QA, translation, emotion, speaker counting, content separation, language detection). Includes 101,822 long audio files and ~204,881 annotated examples with JSONL task splits for easy loading.

#ASR#audio#translation#nlp#github+1
GitHub
AI Deploy·2026
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Dream Server

Light Heart Labs

Runs a local-first, full AI stack—LLM inference, chat UI, voice, agents, workflows, RAG, and image generation—deployable with one command. Auto-detects hardware and bootstraps a small model for instant chat while larger models download; supports Linux, Windows, macOS and optional cloud/hybrid modes.

#docker#llm#RAG#ai-inference#ai-serving+7
GitHub
AI Infra·2026
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LiteParse

run-llama (LlamaIndex)

A fast, local document parser that extracts spatial text with bounding boxes from PDFs and other formats. Bundles Tesseract OCR and supports HTTP OCR servers, multi-language bindings (Rust, Node, Python, WASM) and screenshot generation; best for lightweight local pipelines but less suited to very complex or heavily scanned documents.

#ocr#rust#python#nodejs#cli+3
GitHub
MCP Server·2026
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jcodemunch-mcp

J. Gravelle·jCodeMunch

Provides a local MCP server that returns precise, symbol-level code (functions, classes, imports) via tree-sitter parsing so AI agents send only the bytes they need—commonly cutting code-reading token usage 95%+ and enabling compact packed responses for further savings.

#mcp-server#mcp#retrieval#code#ai-coding+5
GitHub
AI Train·2026
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OpenAI/parameter-golf

OpenAI

A challenge repository for training the best language model that fits inside a 16,000,000‑byte (16MB) submission artifact; provides baseline training code, FineWeb bpb evaluation, a public leaderboard, and compute-grant instructions for short 8×H100 runs.

#openai#ai-train#ai-leaderboard#github#pytorch+2
GitHub
AI Deploy·2026
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ODS (Osmantic Deployment System)

Osmantic

Turns a PC, Mac, or Linux machine into a private AI server with one-command installers: local LLM inference, a ChatGPT-style web UI, voice, agents, RAG, workflows, image generation, hardware-aware model selection, and optional cloud/hybrid modes.

#ai-deploy#mlops#llm#chatbot#ollama+8
GitHub
AI Agent·2026
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Shannon — AI Pentester by Keygraph

Keygraph

Autonomous white-box AI pentester for web apps and APIs. It reads your source code, maps the running app, then runs specialized agents that fire real proof-of-concept exploits for injection, XSS, SSRF, and auth flaws — reporting only what it can exploit.

#github#security#ai-agent#agent-skills#typescript+4
Hugging Face
AI Dataset·2026
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nohurry/Opus-4.6-Reasoning-3000x-filtered

nohurry

Filtered subset of the OPUS 4.6 parallel corpus that isolates reasoning-related translation examples and removes 979 refusals, providing a cleaner 3,000×-filtered dataset for training or evaluating NLP models focused on reasoning in translation.

#huggingface#nlp#translation#ai
GitHub
AI Agent·2026
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Ouroboros

Anton Razzhigaev, Andrew Kaznacheev

Runs a persistent, self-modifying AI agent locally with durable identity, memory, and versioned history across tasks. Provides native desktop and headless CLI runtimes, coordinated subagent swarms, configurable remote or local GGUF models, and reviewed self-evolution via Git.

#ai-agent#agent-skills#cli#python#github+1
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