AI Coreutils — JSON-first CLI for Agents
AICoreUtils 是一个面向 LLM Agent 的 JSON 优先命令行工具包原型。
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Agent Mindshare
Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with [Agent Mindshare](https://agentmindshare.com).
Agent Skill Loader
MCP server to dynamically load Claude Code skills into AI agents
MCP Server NestJS Module Library
# MCP Server NestJS Module Library <!-- omit in toc --> [](https://www.npmjs.com/package/@nestjs-…
Agent Device
Discovery router for the agent-device CLI with status, install, help, prompts, and resources.
Agent Mail Rooms
Agent Mail Rooms is a paid remote MCP endpoint for OpenAI Codex agent coordination MCP. It exposes structured JSON tools, a public server card, token-based…
MCP Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
Agent Passport System MCP
Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains with cascade revocation…
Okareo
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your…
mcp-vscode-template
mcp-vscode-template is a template for building MCP servers that run inside VS Code Agent. It is designed for offensive security use cases, specifically…
Agentmail
Compliance & verification toolkit for AI agents. Screen counterparties against real OFAC sanctions data (782 crypto wallets + 19,086 names + 16 embargoed…
Mowgli
Mowgli is an intelligent product canvas that connects to your coding agent over MCP or as an Agent Skill. Use it to turn an existing frontend or GitHub repo…
Goodeye
Outcome-aligned AI workflow registry. Design and run AI workflows with verifiers that align an agent to measurable outcomes, with reliable image output.
Memstate AI - Git for Agent Memory
Git for agent memory. Memstate gives AI agents versioned, structured memory with automatic conflict detection, full version history, and up to 80% fewer tokens…
Code Runner MCP Server for VS Code
Zero setup to use Code Runner MCP Server in VS Code for running code snippet and show the result.
MCP Server & Client - Azure Samples
This repo contains a remote MCP server implemented as a containerapp in Azure
deadends.dev
Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and error transition graphs.
Infra MCP
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH — service health, logs, DB state, and schema exploration without terminal access.
Mcp Agent Forge
A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.
Rigour
Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift…
Lead Enrichment API
Agent-native B2B lead enrichment. Search, score, and subscribe to enriched company data with firmographics, tech stack signals, and buying intent.
Isaac Sim MCP Extension and MCP Server
The MCP Server and its extension leverage the Model Context Protocol (MCP) to enable natural language control of NVIDIA Isaac Sim, turning conversational AI…
INTERNAL TEST ONLY - will be ready soon
The Modelica MCP Server is a lightweight Model Context Protocol server for simulating Modelica models. It integrates with ODE, a Modelica IDE, to transform it…