#mcp

Persistent graph-native memory for coding agents — works with any MCP agent. SQLite + FTS5, model-agnostic.

Advanced WAV metadata explorer

A modern Go framework for building multi-agent AI systems.

Your prompts need tests too. Run prompts against real datasets, score outputs with LLM judges, version everything, and compare runs to see what got better.

A pure-Rust cheminformatics library targeting RDKit feature parity — zero C/C++ by default.

Codex-native codebase intelligence: deterministic repo context, change-plan drift review, and verification gating for AI coding agents. Local-first, zero API keys.

Local Go daemon that gives AI tools persistent shared workspace state. Context assembly, multi-provider inference routing, hash-chained ledger, MCP server.

Terminal-based, Agent-friendly Ticketing System

Maintain one plugin source. Ship native plugins to Claude Code, Cursor, Codex, and OpenCode.

TypeScript harness for building personal AI agents with durable memory — agents that live across your channels (CLI, Teams, iMessage, mail, voice), use real tools, and stay coherent across turns. The runtime behind @ouro.bot.

MCP server + CLI giving AI agents 50 spreadsheet tools for .xlsx — live-recalc formulas (~390 Excel functions), repair broken references & external links, read/write, diff, and audit. Works in Claude Code, Cursor, Codex, and any MCP client.

ztrack: evidence-gated task tracking for AI agents

High-performance financial charting library with Canvas/WebGL hybrid rendering, delivering crisp multi-DPR visuals at 1-3ms GPU time per frame. Features plugin-based rendering and visual signal annotation. Exposes JSON semantic configuration for Agent-driven quantitative visualization. Works seamlessly across React, Vue, and Angular (soon).

Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and consolidation

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

Manifest-driven 21-stage agent pipeline for Python — 5 LLM backends (Anthropic / OpenAI / Google / vLLM / Claude Code CLI), tools, skills, memory, sandboxed CLI runs, MCP. The engine behind Geny. Apache-2.0.

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.

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MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.

CLI for Goodeye: turn business outcomes into verified AI workflows that agents run reliably.

Anti-hallucination AI agent kit for Cursor, Windsurf & Antigravity. 27 specialist agents, 17 slash commands, 8 Tribunal reviewers. Install: npx tribunal-kit init

Modular Ruby framework: distributed async job engine with optional LLM gateway, MCP server, and RBAC. Zero-infrastructure lite mode. No feature gates.

Capture a logged-in browser task once — replay it forever at zero LLM tokens. Local-first browser-automation MCP for Claude Code, Cursor & any MCP host; credentials never leave your machine.

该仓库未发布描述。

Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent functionality.

Go SDK for the RoxyAPI astrology API. Typed golang client for Western and Vedic astrology, numerology, tarot, human design and more under one key.

MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base

Universal control system for coding agents: shared memory, cross-project handoffs, research management, & MCP + Obsidian dashboards across products/repos.

MCP for Ultralytics Platform workflows, datasets, training, prediction, and model operations.

Product release note registry, made for agents