Agent access and action
Store and retrieve memory
- 1Agent MemoryZep
- 1Brand BrainSimplified
- 1RecursionLabelbox
Audience
Tools for AI agents
Services an AI agent uses directly to browse, pay, remember and act, mapped to the tasks they do and ranked where enough companies compete.
306 products231 companies52 tasks32 rankingsUpdated Oct 28, 2026
Rankings for AI agents. 32 rankings compare products built for this audience.
All 32 rankings
Agent access and action
Access data and knowledge
- 1Firecrawl
- 2Exa Deep SearchExa
- 3Midplane
Agent access and action
Authenticate to services
- 1Agent BricksDatabricks
- 1Agent Gateway for MCPTray.ai
- 1TRM MCPTRM Labs
Agent access and action
Access tools and integrations
- 1Orthogonal
- 2Tasklet
- 3Clawvisor GatewayClawvisor
Agent access and action
Send and receive messages
- 1AgentPhone
- 1Blink Claw — OpenClaw Managed HostingBlink
- 1Blotato
Agent access and action
Make and receive phone calls
- 1AgentPhone
- 1Audio StreamingPlivo
- 1Inkbox PlatformInkbox
Software engineering
Test software
- 1ScoutTesterArmy
- 1Digital.ai Continuous TestingDigital.ai
- 1Haystack
Data, analytics and decisions
Query data
- 1AI2SQL (SQL Toolbox)AI2SQL
- 1API & MCPMora
- 3Bilanc
Agent access and action
Browse and act on the web
- 1Kernel
- 2Hyperbrowser
- 3BrowserOS
Agent access and action
Execute code in sandboxes
- 1E2B
- 2SandboxesBlaxel
- 3Daytona
Workflow and back office
Orchestrate workflows
- 1TRM MCPTRM Labs
- 2Cookiy Skill & CLICookiy AI
- 2MCP ServerSimplified
Content and creative
Generate videos
- 1Diffusion Studio
- 1Diffusion Studio for MacDiffusion Studio
- 1MCP ServerSimplified
Agent access and action
Maintain persistent agent sessions
- 1Herdr
- 2SandboxesBlaxel
- 3E2B
Agent access and action
Make payments
- 1IssuingStripe
- 1TreasuryStripe
- 3Agentcard for CompaniesAgentcard
Agent access and action
Discover agent services
- 1Orthogonal
- 1WireAnakin
- 3Runware MCPRunware
Knowledge, search and research
Identify sales prospects
- 1People SearchCaptain Data
- 2Clodo
- 2ZoomInfo MCPZoomInfo
Data, analytics and decisions
Analyze data
- 1World Cup Intelligence APIMachina Sports
- 2TRM MCPTRM Labs
- 3MCPRedbird Software Inc.
Knowledge, search and research
Answer domain questions
- 1Parsewise APIParsewise
- 1World Cup Intelligence APIMachina Sports
- 3Syncly Social MCPSyncly
Data, analytics and decisions
Generate reports
- 1Data PipelineStripe
- 2Stardex ATS & CRMStardex
- 2Superwall
Content and creative
Create 3D assets
- 1BuildIntangible
- 1Cogram StudioCogram
- 3Alpha3D
Knowledge, search and research
Search company knowledge
- 1Kapa for AI Agentskapa.ai
- 2ktxKaelio
- 3Hyperspell
Workflow and back office
Update business systems
- 1Dench EnterpriseDench
- 1Stardex ATS & CRMStardex
- 3FabricBlue Onion
Content and creative
Create presentations
- 1Plus AI MCP serverPlus AI
- 2Presentation Agent APIPlus AI
- 2Workflow AgentsPrezent
Content and creative
Edit images
- 1MCP ServerSimplified
- 1Simplified CLISimplified
- 3AVCLabs MCPAVCLabs Inc.
Content and creative
Repurpose content
- 1MCP ServerSimplified
- 1Plus AI MCP serverPlus AI
- 1SimiLamina Labs
Software engineering
Build applications
- 1Anima
- 2Codev
- 3Anima APIAnima
Documents and records
Compare documents
- 1Version Story APIVersion Story
- 1Version Story CompareVersion Story
- 3Paper OfficePaper Instruments
Documents and records
Draft documents
- 1Workflow AgentsPrezent
- 2Cookiy Skill & CLICookiy AI
- 3Tiptap AI ToolkitTiptap
Documents and records
Fill forms
- 1Tiptap AI ToolkitTiptap
- 2RecursionLabelbox
- 3LinkStripe
Software engineering
Generate code
- 1Acyclic CLIAcyclic Labs
- 2Firecrawl PrometheusFirecrawl
- 3Anima APIAnima
Agent access and action
Request human assistance
- 1Humwork
- 1Magic 24/7 AssistantMagic
- 3RentAHuman MarketplaceRentAHuman
Content and creative
Write content
- 1MCP ServerSimplified
- 1World Cup Intelligence APIMachina Sports
- 3Syllaby
Products
Industry
Task
11 products that maintain persistent agent sessions for AI agents
Herdr
A persistent terminal runtime for coding agents, with cross-machine access, agent-status tracking, and agent-driven coordination.
#1 in Maintain persistent agent sessionsCoordinate with other agents
Sandboxes by Blaxel
Isolated microVMs per agent, app, or job.
#2 in Maintain persistent agent sessionsStore and retrieve memoryAuthenticate to servicesExecute code in sandboxes
E2B
Isolated Linux microVMs for AI agent sessions, with code execution, networking, storage, observability, and lifecycle controls.
#3 in Maintain persistent agent sessionsExecute code in sandboxes
Superset
Desktop application and platform for orchestrating 100+ parallel AI coding agents.
Agent 37 Cloud API by Agent 37
A managed API for provisioning persistent, always-on sandboxes for Hermes, OpenClaw, Claude Code, Codex, or custom agent harnesses.
#5 in Maintain persistent agent sessionsStore and retrieve memoryExecute code in sandboxesMake payments
boxes.dev
Cloud development environments giving each coding agent its own cloud Linux computer (devbox) with steerable access from desktop, mobile, terminal, Slack, Linear…
#5 in Maintain persistent agent sessionsExecute code in sandboxes
Maritime
Managed cloud platform for hosting persistent AI agents.
#5 in Maintain persistent agent sessionsStore and retrieve memoryExecute code in sandboxes
Trigger.dev
Core managed platform for background jobs and AI workflows with no timeouts, concurrency control, built-in monitoring, and elastic scaling.
Beam Platform by Beam
Serverless GPU runtime for deploying inference endpoints, task queues, and sandboxes with sub-second cold starts, autoscaling, and distributed storage.
#9 in Maintain persistent agent sessionsAuthenticate to services
Cloud by Cosine
Run multiple coding tasks in parallel, plan large changes, and collaborate across engineers, PMs, and stakeholders in a shared project.
VESSL Cloud by VESSL AI
Workspaces with Jupyter, SSH, and IDE support; one-command batch jobs; dev-to-multi-node same container; per-second usage-based billing.
Maintain persistent agent sessions
Every task for AI agents
- Access data and knowledgeRanked70
- Access tools and integrationsRanked26
- Analyze calls2
- Analyze dataRanked7
- Answer domain questionsRanked6
- Authenticate to servicesRanked57
- Browse and act on the webRanked15
- Build applicationsRanked3
- Compare documentsRanked3
- Coordinate with other agents1
- Create 3D assetsRanked5
- Create campaigns1
- Create presentationsRanked4
- Debug software3
- Deploy software3
- Design user interfaces1
- Detect data anomalies1
- Discover agent servicesRanked10
- Draft documentsRanked3
- Edit imagesRanked4
- Edit videos1
- Execute code in sandboxesRanked14
- Fill formsRanked3
- Generate codeRanked3
- Generate reportsRanked6
- Generate videosRanked12
- Generate voiceovers4
- Identify sales prospectsRanked8
- Localize content1
- Maintain persistent agent sessionsRanked11
- Make and receive phone callsRanked20
- Make paymentsRanked11
- Manage approvals1
- Orchestrate workflowsRanked14
- Purchase goods and services1
- Query dataRanked17
- Reconcile transactions1
- Repurpose contentRanked4
- Request human assistanceRanked3
- Research markets2
- Search codebases4
- Search company knowledgeRanked5
- Send and receive email2
- Send and receive messagesRanked24
- Simulate procedures2
- Store and retrieve memoryRanked73
- Synthesize evidence1
- Test softwareRanked18
- Transcribe conversations5
- Translate content1
- Update business systemsRanked5
- Write contentRanked3