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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Automation/automation.orchestration

Agent Orchestration

Coordinate multiple agents or tasks.

996 records265 liveRefine in search →
aris-mcp-serverMCP serverMCP
Unknown

ARIS MCP Server — AI Operating System for Developers

Agent Memory~100%Agent Orchestration
pypi:aris-mcp-server · local packagepublished 7 mo ago
ardhi-mcpMCP serverMCP
by gabrielmahia
Unknown

Kenya land guides: title search steps, land rates, subdivision, disputes and rights. Sample data.

Agent Orchestration~75%
pypi:ardhi-mcp · local packagepublished 6 d ago
alpha-avatar-plugins-mcpMCP serverMCP
Unknown

AlphaAvatar Framework plugin for MCP service

Agent Orchestration~92%
pypi:alpha-avatar-plugins-mcp · local packagepublished 2 mo ago
Algernon MCPMCP serverMCP
by sammyboi81
Unknown

Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind.

Agent Orchestration
pypi:algernon-mcp · local packagepublished 2 mo ago
ai-security-mcpMCP serverMCP
by AI Security Team
Unknown

Thin client MCP server for AI Security Scanner - connects to cloud-hosted 27 agents (100% OWASP coverage)

Security ReviewSecurity ScanningAgent OrchestrationReporting & Dashboards~81%Testing~66%
pypi:ai-security-mcp · local packagepublished 9 mo ago
agntcy-mcp-serverMCP serverMCP
by AiAgentKarl
Unknown

MCP bridge for the AGNTCY multi-agent network — agent registry, ACP messaging, SLIM protocol, capability discovery

Agent OrchestrationAgent Discovery~100%
pypi:agntcy-mcp-server · local packagepublished 7 mo ago
agm-memory-mcpMCP serverMCP
Unknown

AGM — Agent Memory Management. Provenance-tagged memory infrastructure for multi-agent AI systems. MCP server with trust scoring, behavioral fingerprinting, and memory poisoning defense.

Agent MemoryAgent OrchestrationEvaluation & Benchmarks~100%CI/CD & Deploy~76%Version Control~75%
pypi:agm-memory-mcp · local packagepublished 8 d ago
agent-workflow-mcp-serverMCP serverMCP
by AiAgentKarl
Unknown

Reusable workflow templates for AI agents — share, discover and execute multi-step agent workflows

Prompt Management~100%Agent Orchestration
pypi:agent-workflow-mcp-server · local packagepublished 7 mo ago
agentsyncMCP serverMCP
by jarmstrong158
Unknown

Multi-agent coordination MCP: claim work, survey peers, resolve conflicts via a git branch as CAS.

Agent Orchestration
pypi:agentsync-mcp · local packagepublished 3 mo ago
agentmesh-mcpMCP serverMCP
Unknown

Multi-agent framework with persistent expert sessions and context isolation — MCP server for Claude Code

Agent OrchestrationCode Documentation~85%Identity & Access~81%Filesystem~80%Databases~79%
pypi:agentmesh-mcp · local packagepublished 5 mo ago
agent-mcp-frameworkMCP serverMCP
Unknown

A Python framework for building multi-agent MCP servers

CI/CD & Deploy~100%Agent OrchestrationTerminal & Shell~83%Version Control~78%
pypi:agent-mcp-framework · local packagepublished 4 mo ago
agentic-ai-mcpMCP serverMCP
Unknown

A lightweight agentic AI framework with MCP tool serving

Agent Orchestration
pypi:agentic-ai-mcp · local packagepublished 8 mo ago
agent-hub-mcpMCP serverMCP
Unknown

Agent Hub MCP — multi-agent task coordination with MCP transport

Agent OrchestrationIdentity & Access~92%Databases~80%Version Control~75%
pypi:agent-hub-mcp · local packagepublished 5 mo ago
agent-coordination-mcp-serverMCP serverMCP
by AiAgentKarl
Unknown

Slack for AI agents — rooms, messaging and context sharing for multi-agent coordination

Agent Orchestration
pypi:agent-coordination-mcp-server · local packagepublished 7 mo ago
agent-chat-mcpMCP serverMCP
by mytsx
Unknown

Agent Chat Room MCP server - Allows multiple Claude Code agents to communicate with each other

Team ChatAgent Orchestration
pypi:agent-chat-mcp · local packagepublished 2 mo ago
agent-bus-mcpMCP serverMCP
Unknown

Local SQLite-backed MCP bus for peer coding agents

DatabasesAgent Orchestration~91%Documentation Lookup~79%
pypi:agent-bus-mcp · local packagepublished 2 mo ago
afya-mcpMCP serverMCP
by gabrielmahia
Unknown

Kenya health system guides: SHA/SHIF coverage, facility templates, maternal care, CHWs. Demo data.

Agent Orchestration~75%
pypi:afya-mcp · local packagepublished 6 d ago
ada-turbo-ai-mcpMCP serverMCP
Unknown

ADA Creative Co. Agency OS delivers 20+ AI roles over MCP (Model Context Protocol) and a retro Pixel Office Web Visualizer.

Agent OrchestrationCode Documentation~85%
pypi:ada-turbo-ai-mcp · local packagepublished 2 mo ago
a2anet-mcpAgentA2A
Unknown

An MCP server for the Agent2Agent (A2A) protocol

Agent Orchestration
pypi:a2anet-mcp · local packagepublished 7 mo ago
a2a_agentmeshAgentA2A
by Microsoft Corporation
Unknown

A2A protocol bridge for AgentMesh — trust-verified agent-to-agent communication via the A2A standard

Identity & AccessAgent Orchestration
pypi:a2a_agentmesh · local packagepublished 5 mo ago
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Aliases

orchestrator, multi-agent, delegation, swarm, crew, coordination

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