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AgentAeo MCP Server
Why this server?
This server's display name, 'agentfolio-mcp-server', is structurally very similar to your search query 'agentaeo-mcp-server' and it has the highest similarity score. Its description also directly references 'MCP server for AgentFolio' and 'AI agents'.
AlicenseAqualityCmaintenanceMCP server for AgentFolio — the identity and reputation layer for AI agents. Query agent profiles, trust scores, verification status, and marketplace listings through 8 MCP tools.Last updated9351MITWhy this server?
The display name 'Agent Toolbox' contains 'Agent', and its description explicitly states it is a 'Production-ready MCP server for AI agents', aligning well with your search terms.
Alicense-qualityAmaintenanceProduction-ready MCP server for AI agents — web search, content extraction, screenshots, weather, finance, email validation, translation, and IP geolocation.Last updated73MITWhy this server?
The display name 'AgentOps MCP' directly includes 'Agent' and 'MCP', and the description confirms it's an 'MCP server' providing observability for 'AI agent runs'.

AgentOps MCPofficial
AlicenseBqualityCmaintenanceThe AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.Last updated44713MITWhy this server?
The display name 'A2A Client MCP Server' contains 'Client MCP Server' and 'A2A' which stands for 'Agent-to-Agent', and its description refers to 'MCP server that enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents'.
FlicenseAqualityCmaintenanceAn MCP server that enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, allowing for sending messages, tracking tasks, and receiving streaming responses.Last updated528Why this server?
The display name 'MCP Agent Memory' contains both 'MCP' and 'Agent', and the description specifies it's an 'MCP server that enables multiple AI agents'.
Alicense-qualityCmaintenanceA production-ready MCP server that enables multiple AI agents to collaborate through a shared, concurrency-safe memory space. It supports advanced search, full CRUD operations, and automatic backups to facilitate asynchronous communication between agents.Last updatedMITWhy this server?
The display name 'ms-agentframework' includes 'agentframework', and its description mentions 'integration of Microsoft Agent Framework with MCP' for 'AI agents', closely matching your search for an 'agent' and 'mcp-server'.
Alicense-qualityCmaintenanceProduction-ready integration of Microsoft Agent Framework with MCP, enabling AI agents to access tools like weather queries, calculations, and Taiwan stock prices through SSE/HTTP streaming transport with Azure OpenAI GPT-4 backend.Last updated2MITWhy this server?
The description clearly states this is an 'MCP server for AI agent identity', which directly covers the 'agent' and 'mcp-server' components of your query.
AlicenseAqualityCmaintenanceMCP server for AI agent identity — verify agents with Ed25519 signatures, check trust scores, sign and verify content, exchange encrypted messages. Built on the Agent Identity Protocol (AIP).Last updated8MITWhy this server?
The display name 'Model Context Protocol Multi-Agent Server' explicitly includes 'Multi-Agent Server', and the description mentions 'custom MCP servers' and 'multi-agent orchestration', making it a good fit.
Flicense-qualityCmaintenanceDemonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.Last updated1Why this server?
The display name 'Explorium AgentSource MCP Server' clearly contains 'AgentSource MCP Server', which is a direct match for the 'agent' and 'mcp-server' keywords in your query.
Alicense-qualityBmaintenanceExplorium AgentSource MCP Server empowers every agent to become an AI-driven, Go-To-Market specialized agent! With over 20 specialized endpoints designed for prospecting, sales, and lead generation, agents can effortlessly generate and enrich accounts and prospects, access deep business insights, anLast updated2321MIT