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A2A Agents

32 toolsAvg score 68

Agent-to-agent services designed for autonomous handoffs, allowing one agent to delegate subtasks to specialized downstream agents.

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We only list tools that meet minimum quality standards.

32 tools

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Kore.ai logo

Kore.ai

A2A Agent
82
Trust score

Enterprise AI agents for customer and employee experiences. Low-code builder with pre-built industry solutions.

AGENT
82
TRUST
85
INTEROP
75
SECURE
92
DOCS
75
Verified Mar 2026MCPREST
View details →
Microsoft AutoGen logo

Microsoft AutoGen

A2A AgentHUMAN IN LOOP
82
Trust score

Microsoft's multi-agent conversation framework. Excellent for agent-to-agent delegation patterns. Strong enterprise adoption and active development.

AGENT
82
TRUST
85
INTEROP
85
SECURE
85
DOCS
75
Verified Mar 2026A2A
View details →
IBM Watson Assistant logo

IBM Watson Assistant

A2A Agent
78
Trust score

IBM's conversational AI. Mature platform, good for regulated industries. UX is dated.

AGENT
85
TRUST
92
INTEROP
85
SECURE
65
DOCS
65
Verified Mar 2026MCPA2AREST
View details →
Dialogflow CX logo

Dialogflow CX

A2A AgentNEEDS APPROVAL
78
Trust score

Google's enterprise conversational AI platform. State-based flows, good NLU. Pricing can be unpredictable.

AGENT
75
TRUST
90
INTEROP
85
SECURE
65
DOCS
75
validation messages do not prevent agent deploymentNLU model quality depends on training data completeness
Verified Mar 2026MCPA2AREST
View details →
Microsoft Copilot Studio logo

Microsoft Copilot Studio

A2A Agent
78
Trust score

Low-code agent builder integrated with Microsoft 365. Good for enterprise M365 environments.

AGENT
65
TRUST
85
INTEROP
85
SECURE
85
DOCS
72
message-capacity-exhaustion-requires-upgradeusage-costs-spike-with-high-volume
Verified Mar 2026MCPREST
View details →
Taskade AI Agents logo

Taskade AI Agents

A2A AgentFULL AUTO
77
Trust score

Multi-agent project management and automation. Promising workflows but scoring data has aged — flagged for re-review.

AGENT
85
TRUST
85
INTEROP
85
SECURE
85
DOCS
45
Verified Mar 2026MCPA2AREST
View details →
LangGraph Agents logo

LangGraph Agents

A2A AgentNEEDS APPROVAL
77
Trust score

Stateful multi-agent orchestration built on LangChain. The most production-ready open-source A2A framework — graph-based, checkpointing, human-in-loop support.

AGENT
85
TRUST
75
INTEROP
85
SECURE
65
DOCS
75
Verified Mar 2026MCPREST
View details →
E2B Agents logo

E2B Agents

A2A AgentFULL AUTO
76
Trust score

Pre-built agent templates using E2B sandboxes. Code-executing agents with safe isolation.

AGENT
95
TRUST
75
INTEROP
45
SECURE
92
DOCS
72
Verified Mar 2026MCP
View details →
Rasa logo

Rasa

A2A AgentFULL AUTO
75
Trust score

Rasa enables development of conversational agents with multi-agent orchestration for collaborative tasks and dialogue management. It integrates NLU, entity extraction, and channel support for context-aware interactions.

AGENT
75
TRUST
82
INTEROP
65
SECURE
82
DOCS
72
Verified Mar 2026REST
View details →
Cognition Devin logo

Cognition Devin

A2A AgentNEEDS APPROVAL
73
Trust score

Software engineering agent focused on end-to-end coding tasks across repositories, tooling, and execution loops.

AGENT
85
TRUST
65
INTEROP
85
SECURE
85
DOCS
45
StaleMCPREST
View details →
Harvey logo

Harvey

A2A Agent
73
Trust score

Domain-focused legal AI agent platform for drafting, research, and legal workflow acceleration.

AGENT
85
TRUST
75
INTEROP
60
SECURE
72
DOCS
75
Verified Mar 2026
View details →
Dust logo

Dust

A2A AgentNEEDS APPROVAL
72
Trust score

Developer-first AI assistant and agent builder. Clean API, good custom tool integration. Small but active team.

AGENT
75
TRUST
75
INTEROP
85
SECURE
85
DOCS
40
programmatic credits capped at $50/user or $1000/cyclefair-use limits on unlimited messages
Verified Mar 2026MCPREST
View details →
Microsoft AutoGen Studio logo

Microsoft AutoGen Studio

A2A AgentHUMAN IN LOOP
72
Trust score

AutoGen Studio offers a no-code interface for designing multi-agent topologies with benchmarking. Developers prototype and monitor agent collaborations visually.

AGENT
85
TRUST
85
INTEROP
60
SECURE
65
DOCS
65
Verified Mar 2026REST
View details →
Magentic-One logo

Magentic-One

A2A AgentFULL AUTO
72
Trust score

Magentic-One is a production-ready multi-agent framework with Docker deployment and observability. It orchestrates specialized agents for collaborative task execution.

AGENT
85
TRUST
75
INTEROP
60
SECURE
75
DOCS
65
Verified Mar 2026
View details →
Vellum logo

Vellum

A2A AgentFULL AUTO
69
Trust score

Vellum provides an all-in-one platform for agent builders to experiment, deploy, and monitor complex AI agents with workflow orchestration capabilities. It supports enterprise-scale automation with analysis tools.

AGENT
85
TRUST
65
INTEROP
40
SECURE
85
DOCS
72
free plan credit limits reset daily blocking editspro plan limited to 5 users and daily execution caps
Verified Mar 2026REST
View details →
Intercom Fin AI logo

Intercom Fin AI

A2A AgentNEEDS APPROVAL
69
Trust score

AI agent for customer support built on Intercom. Excellent for support use cases, limited to Intercom ecosystem.

AGENT
65
TRUST
85
INTEROP
70
SECURE
82
DOCS
45
Verified Mar 2026REST
View details →
ChatDev logo

ChatDev

A2A AgentFULL AUTO
68
Trust score

ChatDev simulates a software company with multi-agent collaboration for full development cycles. Agents communicate as CEO, CTO, and programmers to build applications.

AGENT
75
TRUST
65
INTEROP
60
SECURE
65
DOCS
75
Stale
View details →
Zapier AI Agents logo

Zapier AI Agents

A2A AgentNEEDS APPROVAL
66
Trust score

Automated agents built on Zapier's 7000+ app integrations. Good for non-technical users.

AGENT
67
TRUST
65
INTEROP
70
SECURE
63
DOCS
66
StaleA2AREST
View details →
Zendesk AI Agents logo

Zendesk AI Agents

A2A AgentNEEDS APPROVAL
66
Trust score

Native AI agents within Zendesk. Triage tickets, resolve Tier-1 issues. Locked to Zendesk ecosystem.

AGENT
68
TRUST
67
INTEROP
63
SECURE
69
DOCS
65
StaleA2AREST
View details →
Langroid logo

Langroid

A2A AgentFULL AUTO
66
Trust score

Langroid supports multi-agent conversations in a single process with task delegation. It enables developers to create collaborative agent teams for complex reasoning.

AGENT
65
TRUST
72
INTEROP
85
SECURE
35
DOCS
72
Verified Mar 2026MCPREST
View details →
Artisan logo

Artisan

A2A AgentNEEDS APPROVAL
66
Trust score

AI employees for go-to-market operations with autonomous outbound execution and workflow automation.

AGENT
85
TRUST
72
INTEROP
55
SECURE
45
DOCS
75
Verified Mar 2026
View details →
Decagon AI logo

Decagon AI

A2A Agent
65
Trust score

Customer support AI agents for enterprise service operations with workflow and system integrations.

AGENT
65
TRUST
75
INTEROP
65
SECURE
78
DOCS
40
Verified Mar 2026MCPREST
View details →
Lindy AI logo

Lindy AI

A2A Agent
64
Trust score

Personal AI agent for email, calendar, and meeting workflows. Non-technical user focus. Limited API access.

AGENT
65
TRUST
65
INTEROP
65
SECURE
85
DOCS
40
automations stop when monthly credits exhausted
Verified Mar 2026MCPREST
View details →
BabyAGI logo

BabyAGI

A2A AgentHUMAN IN LOOP
64
Trust score

Minimal task-driven autonomous agent. Research/educational value. Not suitable for production.

AGENT
65
TRUST
65
INTEROP
60
SECURE
65
DOCS
65
API cost overruns without iteration limitspotential errors from autonomous execution without monitoring
Verified Mar 2026
View details →
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