OpenArx
Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct…
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container-use
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
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…
multi_agent
This is a Multi agent that utilizes MCP server to communicate and also Uses Azure Cloud Service
Mcp Agent Forge
A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.
Lithtrix — Memory Consolidation for AI Agents
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared…
deadends.dev
Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and error transition graphs.
Robrain
Shared memory across your team and your AI agents — with judgment.
AI Localization Agent
AI Localization Agent adds professional localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
COTI Agent Messaging MCP
MCP server for end-to-end encrypted, on-chain agent-to-agent messaging on COTI, with native-token rewards and starter grants. Built on Garbled Circuits. 18…
MCP Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
Awesome Agent Skills MCP Server
A Model Context Protocol (MCP) server that provides access to 100+ curated AI agent skills from the VoltAgent Awesome Agent Skills collection.
ClawSec
Security audit platform for AI agent skills (Claude Code, MCP servers). Provides 5-tier analysis: static analysis, pattern matching, LLM semantic review…
Viridis Agent Fleet
Live 18-agent MCP economy: 117 tools for identity, trust, escrow, metering, notary, clean-energy tax credits, and more.
Introduction
PIXRA is a reliability-focused framework designed for real-world applications, enabling trusted agent workflows through advanced reliability features such as…
Audrey
Persistent memory and continuity engine for Claude Code and AI agents.
AI Agent Marketplace Index
Provides a searchable marketplace index of AI agents with detailed information including descriptions, websites, and performance metrics to help users discover…
Enhanced AutoGen MCP Server
Bridges Microsoft's AutoGen framework with external tools, enabling autonomous agents to execute code, perform research, and collaborate in multi-agent…
Agent Skill Loader
MCP server to dynamically load Claude Code skills into AI agents
🤖 WhatsApp Agent
This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message…
Bitget Agent Hub
Official Bitget MCP server for crypto trading, market data, and portfolio management through natural language.
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…
Taskbounty
Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite…