Editorial desk
The Agents Index Editorial
The research desk behind The Agents Index. We turn sources into dated records, practical guides and research. The contributions below show the published work attributed to this byline; the methodology explains what is checked.
Research desk
On this page
The directory research register
- Published agents
- 145
- Unique source URLs
- 1942
- Datasheet source references
- 4155
Across published listings. A source URL used for several answers counts once as a unique URL and once per use as a reference. 145 listings carry at least one source reference.
Attributed contributions
Published pages credited to this byline, newest recorded date first. “Verified” dates the page's own check; an update or publication is not a new verification.
- OpenCode vs Claude Code: Which Should You Pick?Research · Verified
- AgnoListing · Verified
- Cost per task: a census of 145 listingsResearch · Verified
- n8n Alternatives (2026): 3 ComparedAlternatives · Verified
- OpenCode Alternatives (2026): 5 ComparedAlternatives · Verified
- Decagon Alternatives (2026): 4 ComparedAlternatives · Verified
- Microsoft AutoGen Alternatives (2026): 5 ComparedAlternatives · Verified
- Perplexity Alternatives (2026): 4 ComparedAlternatives · Verified
- GPT Researcher Alternatives (2026): 4 Hosted Research Agents ComparedAlternatives · Verified
- Claude Code Alternatives (2026): 11 ComparedAlternatives · Verified
- Qualified Alternatives (2026): 5 ComparedAlternatives · Verified
- CrewAI Alternatives (2026): 5 ComparedAlternatives · Verified
- Moveworks Alternatives (2026): 3 ComparedAlternatives · Verified
- Gemini Code Assist Alternatives (2026): 5 ComparedAlternatives · Verified
- Glean Alternatives (2026): 6 ComparedAlternatives · Verified
- Botpress Alternatives (2026): 6 ComparedAlternatives · Verified
- Bland AI Alternatives (2026): 6 ComparedAlternatives · Verified
- Goose Alternatives (2026): 4 ComparedAlternatives · Verified
- LangGraph Alternatives (2026): 5 ComparedAlternatives · Verified
- LlamaIndex Alternatives (2026): 4 ComparedAlternatives · Verified
- Dify Alternatives (2026): 6 ComparedAlternatives · Verified
- Mastra Alternatives (2026): 5 ComparedAlternatives · Verified
- Cursor Alternatives (2026): 10 ComparedAlternatives · Verified
- Manus vs ElicitComparison · Verified
- LangChain vs MastraComparison · Verified
- Juggler vs ZotComparison · Verified
- Sierra vs Intercom FinComparison · Verified
- GitHub Copilot vs CursorComparison · Verified
- CrewAI vs LangChainComparison · Verified
- CrewAI vs Pydantic AIComparison · Verified
- LangChain vs LangGraphComparison · Verified
- Manus vs GPT ResearcherComparison · Verified
- Devin vs Windsurf (Devin Desktop)Comparison · Verified
- OpenAI Agents SDK vs LangChainComparison · Verified
- Vapi vs Retell AIComparison · Verified
- Microsoft AutoGen vs Microsoft Agent FrameworkComparison · Verified
- Glean vs MoveworksComparison · Verified
- Rox vs UnifyComparison · Verified
- Cresta vs SierraComparison · Verified
- Cresta vs DecagonComparison · Verified
- LangChain vs LlamaIndexComparison · Verified
- GPT Researcher vs ElicitComparison · Verified
- Microsoft Agent Framework vs Google ADKComparison · Verified
- The Best AI Support Agents (2026)Category verdict · Verified
- The Best AI Agent Frameworks (2026)Category verdict · Verified
- Open Source AI Agent ToolsCollection · Verified
- Open-Source AI Agent FrameworksCollection · Verified
- How Much Do AI Agents Actually Cost? A Pricing FAQResearch · Verified
- What 'Multi-Agent' Actually Means: Six Shapes, 36 ToolsResearch · Verified
- AI Agent Entry Prices: 40 of 92 Publish One, and the Median Is $20Research · Verified
- Which AI Agents Can You Self-Host? A Census of 94 ToolsResearch · Verified
- Terminal AI coding agents: open, portable, or locked in?Research · Verified
- Which AI Support Agents Skip the Sales Call? 4 of 9Research · Verified
- GitHub Copilot's Coding Agent: Three Surfaces, Three DefaultsResearch · Verified
- Does Your Coding Agent Train on Your Code? 21 Tools, CheckedResearch · Verified
- Why AI Support-Agent 'Resolution Rate' Claims Aren't ComparableResearch · Verified
- AI voice agent funding vs. real growth: the 2026 gapResearch · Verified
- How The Agents Index researches AI agentsResearch · Verified
- 25 AI Coding Agents Compared: Pricing and API AccessResearch · Verified
- Terminal-Bench 2.1: How Our Indexed Coding Agents Actually ScoreResearch · Verified
- 9 AI agent tools that changed how they charge in 2026Research · Verified
- Which Coding Agents Run Commands Without Asking? 21 Tools, CheckedResearch · Verified
- Which AI Agent Frameworks Support A2A? 12, VerifiedResearch · Verified
- Who owns the AI agent you're building on? A 2025–2026 field guideResearch · Verified
- What Is MCP, and Which AI Agents Mention It?Research · Verified
- Which AI Agents Are Free to Start? 60 of 94Research · Verified
- AI Agent Pricing Models: 21 of 93 Tools Bill by UsageResearch · Verified
- Which of 14 AI Agent Frameworks Locks You to One Model?Research · Verified
- Using LangChain tools inside CrewAI agents: a working guideResearch · Verified
- Are AI Coding Agents & Frameworks Actually Open Source?Research · Verified
- GitHub Star Velocity: 30 Open-Source AI Agents Measured 7 Days ApartResearch · Verified
- Claude models: a census of 145 listingsResearch · Updated
- Model choice: a census of 145 listingsResearch · Updated
- Open source: a census of 145 listingsResearch · Updated
- Opt out of training: a census of 145 listingsResearch · Updated
- Agentix LabsListing · Verified
- In your pipeline: a census of 145 listingsResearch · Verified
- Audit log: a census of 145 listingsResearch · Verified
- Agent permissions: a census of 145 listingsResearch · Verified
- Admin controls: a census of 145 listingsResearch · Verified
- AgentsKitListing · Verified
- MCP server: a census of 145 listingsResearch · Verified
- Runs unattended: a census of 145 listingsResearch · Verified
- AgentBridgeListing · Verified
- Writes tests: a census of 145 listingsResearch · Verified
- Writes code: a census of 145 listingsResearch · Verified
- In your editor: a census of 145 listingsResearch · Verified
- On the command line: a census of 145 listingsResearch · Verified
- Single sign-on: a census of 145 listingsResearch · Verified
- Ships it: a census of 145 listingsResearch · Verified
- Self-hosted: a census of 145 listingsResearch · Verified
- Seat model: a census of 144 listingsResearch · Verified
- Reviews code: a census of 145 listingsResearch · Verified
- Pooled budget: a census of 145 listingsResearch · Verified
- Open models: a census of 145 listingsResearch · Verified
- Multi-agent: a census of 145 listingsResearch · Verified
- Free to use: a census of 145 listingsResearch · Verified
- Getting your data out: a census of 145 listingsResearch · Verified
- Debugs and fixes: a census of 145 listingsResearch · Verified
- Data residency: a census of 145 listingsResearch · Verified
- Certifications: a census of 145 listingsResearch · Verified
- Whole-codebase work: a census of 145 listingsResearch · Verified
- Bring your own key: a census of 145 listingsResearch · Verified
- API access: a census of 145 listingsResearch · Verified
- Done-for-you service: a census of 145 listingsResearch · Verified
- NovastartListing · Published
- What This Week’s Agents Are Built to DoResearch · Verified
- AdaListing · Verified
- Relevance AI Alternatives (2026): 6 ComparedAlternatives · Verified
- Zed Alternatives (2026): 6 ComparedAlternatives · Verified
- Junie Alternatives (2026): 5 ComparedAlternatives · Verified
- Auto-Respond Alternatives (2026): 4 AI Receptionist & Voice Agent Platforms ComparedAlternatives · Verified
- Artisan Alternatives (2026): 4 ComparedAlternatives · Verified
- Intercom Fin Alternatives (2026): 5 Enterprise & Self-Serve Support Agents ComparedAlternatives · Verified
- PolyAI Alternatives (2026): 6 Voice Agent Platforms ComparedAlternatives · Verified
- LangChain Alternatives (2026): 6 ComparedAlternatives · Verified
- Undermind Alternatives (2026): 6 ComparedAlternatives · Verified
- OpenClaw Alternatives (2026): 5 ComparedAlternatives · Verified
- Pydantic AI Alternatives (2026): 5 ComparedAlternatives · Verified
- OpenAI Agents SDK Alternatives (2026): 5 ComparedAlternatives · Verified
- OpenAI Realtime API Alternatives (2026): 5 ComparedAlternatives · Verified
- LiveKit Agents vs PolyAIComparison · Verified
- Claude Code vs GitHub CopilotComparison · Verified
- Perplexity vs GPT ResearcherComparison · Verified
- n8n vs LindyComparison · Verified
- LangChain vs Pydantic AIComparison · Verified
- Claude Agent SDK vs Google ADKComparison · Verified
- n8n vs DifyComparison · Verified
- AI Agent Statistics 2026: Adoption, Production, and TrustResearch · Verified
- AI Agents for Sales & Marketing: What the 7 in Our Index Actually DoResearch · Verified
- Research or Data Agent? 6 of 11 Return Structured DataResearch · Verified
- The State of AI Agents 2026: A Census of 93 Researched ToolsResearch · Verified
- CLI, Web App or Library? An Interface Census of 93 AI AgentsResearch · Verified
- Which AI Agents Won't Tell You What LLM Powers Them?Research · Verified
- How Many AI Agent Tools Publish a Full Price List? 30 of 92Research · Verified
- Genspark Alternatives (2026): 5 ComparedAlternatives · Verified
- Precision AI OSListing · Published
- GlypseListing · Published
- TaleListing · Published
- PitchAI Agent EngineListing · Published
- SEOmaticListing · Published
- ArsumListing · Published
- VoiceFleetListing · Published
- SkaleAgentsListing · Published
- Aident LoadoutListing · Published
- Faceless.soListing · Published
- MixdeskListing · Published
- DustListing · Verified
- GumloopListing · Verified
- AiderListing · Verified
- HOL GuardListing · Verified
- Agent Data Retention: Review the Actual TermsGuide · Verified
- ZedListing · Verified
- NeverApplyListing · Verified
- CommentKeywordListing · Verified
- SafeNet CreationsListing · Verified
- EU AI Act: Duties for Agent DeployersGuide · Verified
- zotListing · Verified
- WebhoundListing · Verified
- VellumListing · Verified
- VecbaseListing · Verified
- Accio Work (via Corpable)Listing · Published
- UnifyListing · Verified
- KalyvoxListing · Published
- UndermindListing · Verified
- SkipCallsListing · Verified
- SalesTouchListing · Verified
- GC AIListing · Verified
- AideListing · Verified
- OctacerListing · Published
- ArgorantListing · Published
- VeraDialListing · Verified
- sipgate flowListing · Verified
- SierraListing · Verified
- SEObotListing · Verified
- ZTABSListing · Published
- Maven AGIListing · Verified
- LangflowListing · Verified
- IrisAgentListing · Verified
- FirecrawlListing · Verified
- AudioCodes Live HubListing · Verified
- Aisera Agent Composer (Agent Studio)Listing · Verified
- Audit an MCP Server Before You Install ItGuide · Verified
- 11xListing · Verified
- Retell AIListing · Verified
- Replit AgentListing · Verified
- Relevance AIListing · Verified
- QualifiedListing · Verified
- Pydantic AIListing · Verified
- OpenHandsListing · Verified
- OpenCodeListing · Verified
- WTAgentListing · Published
- OpenClawListing · Verified
- OpenAI Agents SDK (Python)Listing · Verified
- Muse CodeListing · Verified
- MoveworksListing · Verified
- MindStudioListing · Verified
- AutoGenListing · Verified
- Microsoft Agent FrameworkListing · Verified
- ManusListing · Verified
- LindyListing · Verified
- Lead ScorerListing · Verified
- LangChainListing · Verified
- JunieListing · Verified
- FinListing · Verified
- Julius AIListing · Verified
- JugglerListing · Verified
- GPT ResearcherListing · Verified
- TelEchoListing · Published
- Calculate Agent Cost per Completed TaskGuide · Verified
- gooseListing · Verified
- Google Agent Development Kit (ADK)Listing · Verified
- SpiichListing · Published
- CodeRabbitListing · Verified
- GensparkListing · Verified
- jobfinder-aiListing · Published
- ElicitListing · Verified
- DecagonListing · Verified
- CrewAIListing · Verified
- BotsifyListing · Verified
- CrestaListing · Verified
- CrescendoListing · Verified
- TecAdRiseListing · Published
- Build an Agent Regression Set Before AdoptionGuide · Verified
- ClineListing · Verified
- Which AI Agents Have a Public API? 72 of the 81 We Could ConfirmResearch · Verified
- How to Choose an AI Research Agent: 11 ComparedGuide · Updated
- BoltListing · Verified
- BlandListing · Verified
- Agent Identity: API Keys and Delegated TokensGuide · Verified
- Bitsclan IT SolutionsListing · Verified
- Auto-RespondListing · Verified
- LuMayListing · Published
- HeyRikListing · Verified
- ArtisanListing · Verified
- AiZipZapListing · Published
- Antigravity CLIListing · Verified
- AmplemarketListing · Verified
- PickaxeListing · Published
- Leaping AIListing · Published
- Telnyx Voice AI AgentsListing · Published
- RinglyListing · Published
- OmniDimensionListing · Published
- StackAIListing · Published
- ZencoderListing · Published
- How to Audit a Coding-Agent Benchmark ClaimGuide · Verified
- Agent Autonomy: Approvals, Sandboxes and Stop ControlsGuide · Verified
- UiPath Agent BuilderListing · Published
- Zendesk AI agentsListing · Verified
- Devin DesktopListing · Verified
- WarpListing · Verified
- WarmlyListing · Verified
- VoiceAgentsListing · Verified
- VapiListing · Verified
- TinyFishListing · Verified
- SynthflowListing · Verified
- SimListing · Verified
- Salesforce AgentforceListing · Verified
- RoxListing · Verified
- PolyAIListing · Verified
- PerplexityListing · Verified
- OpenAI Realtime APIListing · Verified
- n8nListing · Verified
- MastraListing · Verified
- LlamaIndexListing · Verified
- LiveKit AgentsListing · Verified
- LettaListing · Verified
- LangGraphListing · Verified
- Kilo CodeListing · Verified
- GleanListing · Verified
- GitHub CopilotListing · Verified
- Gemini Code AssistListing · Verified
- FactoryListing · Verified
- ElevenLabs AgentsListing · Verified
- DifyListing · Verified
- DevinListing · Verified
- Deepgram Voice Agent APIListing · Verified
- CursorListing · Verified
- Codex CLIListing · Verified
- Claude CodeListing · Verified
- Claude Agent SDKListing · Verified
- CartesiaListing · Verified
- BrowserbaseListing · Verified
- BotpressListing · Verified
- Augment CodeListing · Verified
- Does Claude Code Support AGENTS.md?Guide · Verified
- AI Agent Pricing in 2026: Every Tool in Our IndexGuide · Verified
- 11x vs Artisan vs Lead Scorer: 8 AI Sales Agents ComparedGuide · Updated
- How to Choose an AI Coding Agent: 25 Tools, 4 JobsGuide · Verified
- n8n vs Lindy vs Dify: 16 AI Agent Platforms ComparedGuide · Verified
- AI Support Agents: Decagon vs Sierra vs Intercom FinGuide · Verified
- Framework, Platform, or Ready-Made AI Agent?Guide · Updated
- AI Voice Agents: Vapi vs Retell AI vs ElevenLabsGuide · Verified
- LangChain vs CrewAI vs 12 More Agent FrameworksGuide · Verified
How the research is assessed · Corrections and editorial independence · Explore the researched agents
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