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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

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.

  1. OpenCode vs Claude Code: Which Should You Pick?Research · Verified
  2. AgnoListing · Verified
  3. Cost per task: a census of 145 listingsResearch · Verified
  4. n8n Alternatives (2026): 3 ComparedAlternatives · Verified
  5. OpenCode Alternatives (2026): 5 ComparedAlternatives · Verified
  6. Decagon Alternatives (2026): 4 ComparedAlternatives · Verified
  7. Microsoft AutoGen Alternatives (2026): 5 ComparedAlternatives · Verified
  8. Perplexity Alternatives (2026): 4 ComparedAlternatives · Verified
  9. GPT Researcher Alternatives (2026): 4 Hosted Research Agents ComparedAlternatives · Verified
  10. Claude Code Alternatives (2026): 11 ComparedAlternatives · Verified
  11. Qualified Alternatives (2026): 5 ComparedAlternatives · Verified
  12. CrewAI Alternatives (2026): 5 ComparedAlternatives · Verified
  13. Moveworks Alternatives (2026): 3 ComparedAlternatives · Verified
  14. Gemini Code Assist Alternatives (2026): 5 ComparedAlternatives · Verified
  15. Glean Alternatives (2026): 6 ComparedAlternatives · Verified
  16. Botpress Alternatives (2026): 6 ComparedAlternatives · Verified
  17. Bland AI Alternatives (2026): 6 ComparedAlternatives · Verified
  18. Goose Alternatives (2026): 4 ComparedAlternatives · Verified
  19. LangGraph Alternatives (2026): 5 ComparedAlternatives · Verified
  20. LlamaIndex Alternatives (2026): 4 ComparedAlternatives · Verified
  21. Dify Alternatives (2026): 6 ComparedAlternatives · Verified
  22. Mastra Alternatives (2026): 5 ComparedAlternatives · Verified
  23. Cursor Alternatives (2026): 10 ComparedAlternatives · Verified
  24. Manus vs ElicitComparison · Verified
  25. LangChain vs MastraComparison · Verified
  26. Juggler vs ZotComparison · Verified
  27. Sierra vs Intercom FinComparison · Verified
  28. GitHub Copilot vs CursorComparison · Verified
  29. CrewAI vs LangChainComparison · Verified
  30. CrewAI vs Pydantic AIComparison · Verified
  31. LangChain vs LangGraphComparison · Verified
  32. Manus vs GPT ResearcherComparison · Verified
  33. Devin vs Windsurf (Devin Desktop)Comparison · Verified
  34. OpenAI Agents SDK vs LangChainComparison · Verified
  35. Vapi vs Retell AIComparison · Verified
  36. Microsoft AutoGen vs Microsoft Agent FrameworkComparison · Verified
  37. Glean vs MoveworksComparison · Verified
  38. Rox vs UnifyComparison · Verified
  39. Cresta vs SierraComparison · Verified
  40. Cresta vs DecagonComparison · Verified
  41. LangChain vs LlamaIndexComparison · Verified
  42. GPT Researcher vs ElicitComparison · Verified
  43. Microsoft Agent Framework vs Google ADKComparison · Verified
  44. The Best AI Support Agents (2026)Category verdict · Verified
  45. The Best AI Agent Frameworks (2026)Category verdict · Verified
  46. Open Source AI Agent ToolsCollection · Verified
  47. Open-Source AI Agent FrameworksCollection · Verified
  48. How Much Do AI Agents Actually Cost? A Pricing FAQResearch · Verified
  49. What 'Multi-Agent' Actually Means: Six Shapes, 36 ToolsResearch · Verified
  50. AI Agent Entry Prices: 40 of 92 Publish One, and the Median Is $20Research · Verified
  51. Which AI Agents Can You Self-Host? A Census of 94 ToolsResearch · Verified
  52. Terminal AI coding agents: open, portable, or locked in?Research · Verified
  53. Which AI Support Agents Skip the Sales Call? 4 of 9Research · Verified
  54. GitHub Copilot's Coding Agent: Three Surfaces, Three DefaultsResearch · Verified
  55. Does Your Coding Agent Train on Your Code? 21 Tools, CheckedResearch · Verified
  56. Why AI Support-Agent 'Resolution Rate' Claims Aren't ComparableResearch · Verified
  57. AI voice agent funding vs. real growth: the 2026 gapResearch · Verified
  58. How The Agents Index researches AI agentsResearch · Verified
  59. 25 AI Coding Agents Compared: Pricing and API AccessResearch · Verified
  60. Terminal-Bench 2.1: How Our Indexed Coding Agents Actually ScoreResearch · Verified
  61. 9 AI agent tools that changed how they charge in 2026Research · Verified
  62. Which Coding Agents Run Commands Without Asking? 21 Tools, CheckedResearch · Verified
  63. Which AI Agent Frameworks Support A2A? 12, VerifiedResearch · Verified
  64. Who owns the AI agent you're building on? A 2025–2026 field guideResearch · Verified
  65. What Is MCP, and Which AI Agents Mention It?Research · Verified
  66. Which AI Agents Are Free to Start? 60 of 94Research · Verified
  67. AI Agent Pricing Models: 21 of 93 Tools Bill by UsageResearch · Verified
  68. Which of 14 AI Agent Frameworks Locks You to One Model?Research · Verified
  69. Using LangChain tools inside CrewAI agents: a working guideResearch · Verified
  70. Are AI Coding Agents & Frameworks Actually Open Source?Research · Verified
  71. GitHub Star Velocity: 30 Open-Source AI Agents Measured 7 Days ApartResearch · Verified
  72. Claude models: a census of 145 listingsResearch · Updated
  73. Model choice: a census of 145 listingsResearch · Updated
  74. Open source: a census of 145 listingsResearch · Updated
  75. Opt out of training: a census of 145 listingsResearch · Updated
  76. Agentix LabsListing · Verified
  77. In your pipeline: a census of 145 listingsResearch · Verified
  78. Audit log: a census of 145 listingsResearch · Verified
  79. Agent permissions: a census of 145 listingsResearch · Verified
  80. Admin controls: a census of 145 listingsResearch · Verified
  81. AgentsKitListing · Verified
  82. MCP server: a census of 145 listingsResearch · Verified
  83. Runs unattended: a census of 145 listingsResearch · Verified
  84. AgentBridgeListing · Verified
  85. Writes tests: a census of 145 listingsResearch · Verified
  86. Writes code: a census of 145 listingsResearch · Verified
  87. In your editor: a census of 145 listingsResearch · Verified
  88. On the command line: a census of 145 listingsResearch · Verified
  89. Single sign-on: a census of 145 listingsResearch · Verified
  90. Ships it: a census of 145 listingsResearch · Verified
  91. Self-hosted: a census of 145 listingsResearch · Verified
  92. Seat model: a census of 144 listingsResearch · Verified
  93. Reviews code: a census of 145 listingsResearch · Verified
  94. Pooled budget: a census of 145 listingsResearch · Verified
  95. Open models: a census of 145 listingsResearch · Verified
  96. Multi-agent: a census of 145 listingsResearch · Verified
  97. Free to use: a census of 145 listingsResearch · Verified
  98. Getting your data out: a census of 145 listingsResearch · Verified
  99. Debugs and fixes: a census of 145 listingsResearch · Verified
  100. Data residency: a census of 145 listingsResearch · Verified
  101. Certifications: a census of 145 listingsResearch · Verified
  102. Whole-codebase work: a census of 145 listingsResearch · Verified
  103. Bring your own key: a census of 145 listingsResearch · Verified
  104. API access: a census of 145 listingsResearch · Verified
  105. Done-for-you service: a census of 145 listingsResearch · Verified
  106. NovastartListing · Published
  107. What This Week’s Agents Are Built to DoResearch · Verified
  108. AdaListing · Verified
  109. Relevance AI Alternatives (2026): 6 ComparedAlternatives · Verified
  110. Zed Alternatives (2026): 6 ComparedAlternatives · Verified
  111. Junie Alternatives (2026): 5 ComparedAlternatives · Verified
  112. Auto-Respond Alternatives (2026): 4 AI Receptionist & Voice Agent Platforms ComparedAlternatives · Verified
  113. Artisan Alternatives (2026): 4 ComparedAlternatives · Verified
  114. Intercom Fin Alternatives (2026): 5 Enterprise & Self-Serve Support Agents ComparedAlternatives · Verified
  115. PolyAI Alternatives (2026): 6 Voice Agent Platforms ComparedAlternatives · Verified
  116. LangChain Alternatives (2026): 6 ComparedAlternatives · Verified
  117. Undermind Alternatives (2026): 6 ComparedAlternatives · Verified
  118. OpenClaw Alternatives (2026): 5 ComparedAlternatives · Verified
  119. Pydantic AI Alternatives (2026): 5 ComparedAlternatives · Verified
  120. OpenAI Agents SDK Alternatives (2026): 5 ComparedAlternatives · Verified
  121. OpenAI Realtime API Alternatives (2026): 5 ComparedAlternatives · Verified
  122. LiveKit Agents vs PolyAIComparison · Verified
  123. Claude Code vs GitHub CopilotComparison · Verified
  124. Perplexity vs GPT ResearcherComparison · Verified
  125. n8n vs LindyComparison · Verified
  126. LangChain vs Pydantic AIComparison · Verified
  127. Claude Agent SDK vs Google ADKComparison · Verified
  128. n8n vs DifyComparison · Verified
  129. AI Agent Statistics 2026: Adoption, Production, and TrustResearch · Verified
  130. AI Agents for Sales & Marketing: What the 7 in Our Index Actually DoResearch · Verified
  131. Research or Data Agent? 6 of 11 Return Structured DataResearch · Verified
  132. The State of AI Agents 2026: A Census of 93 Researched ToolsResearch · Verified
  133. CLI, Web App or Library? An Interface Census of 93 AI AgentsResearch · Verified
  134. Which AI Agents Won't Tell You What LLM Powers Them?Research · Verified
  135. How Many AI Agent Tools Publish a Full Price List? 30 of 92Research · Verified
  136. Genspark Alternatives (2026): 5 ComparedAlternatives · Verified
  137. Precision AI OSListing · Published
  138. GlypseListing · Published
  139. TaleListing · Published
  140. PitchAI Agent EngineListing · Published
  141. SEOmaticListing · Published
  142. ArsumListing · Published
  143. VoiceFleetListing · Published
  144. SkaleAgentsListing · Published
  145. Aident LoadoutListing · Published
  146. Faceless.soListing · Published
  147. MixdeskListing · Published
  148. DustListing · Verified
  149. GumloopListing · Verified
  150. AiderListing · Verified
  151. HOL GuardListing · Verified
  152. Agent Data Retention: Review the Actual TermsGuide · Verified
  153. ZedListing · Verified
  154. NeverApplyListing · Verified
  155. CommentKeywordListing · Verified
  156. SafeNet CreationsListing · Verified
  157. EU AI Act: Duties for Agent DeployersGuide · Verified
  158. zotListing · Verified
  159. WebhoundListing · Verified
  160. VellumListing · Verified
  161. VecbaseListing · Verified
  162. Accio Work (via Corpable)Listing · Published
  163. UnifyListing · Verified
  164. KalyvoxListing · Published
  165. UndermindListing · Verified
  166. SkipCallsListing · Verified
  167. SalesTouchListing · Verified
  168. GC AIListing · Verified
  169. AideListing · Verified
  170. OctacerListing · Published
  171. ArgorantListing · Published
  172. VeraDialListing · Verified
  173. sipgate flowListing · Verified
  174. SierraListing · Verified
  175. SEObotListing · Verified
  176. ZTABSListing · Published
  177. Maven AGIListing · Verified
  178. LangflowListing · Verified
  179. IrisAgentListing · Verified
  180. FirecrawlListing · Verified
  181. AudioCodes Live HubListing · Verified
  182. Aisera Agent Composer (Agent Studio)Listing · Verified
  183. Audit an MCP Server Before You Install ItGuide · Verified
  184. 11xListing · Verified
  185. Retell AIListing · Verified
  186. Replit AgentListing · Verified
  187. Relevance AIListing · Verified
  188. QualifiedListing · Verified
  189. Pydantic AIListing · Verified
  190. OpenHandsListing · Verified
  191. OpenCodeListing · Verified
  192. WTAgentListing · Published
  193. OpenClawListing · Verified
  194. OpenAI Agents SDK (Python)Listing · Verified
  195. Muse CodeListing · Verified
  196. MoveworksListing · Verified
  197. MindStudioListing · Verified
  198. AutoGenListing · Verified
  199. Microsoft Agent FrameworkListing · Verified
  200. ManusListing · Verified
  201. LindyListing · Verified
  202. Lead ScorerListing · Verified
  203. LangChainListing · Verified
  204. JunieListing · Verified
  205. FinListing · Verified
  206. Julius AIListing · Verified
  207. JugglerListing · Verified
  208. GPT ResearcherListing · Verified
  209. TelEchoListing · Published
  210. Calculate Agent Cost per Completed TaskGuide · Verified
  211. gooseListing · Verified
  212. Google Agent Development Kit (ADK)Listing · Verified
  213. SpiichListing · Published
  214. CodeRabbitListing · Verified
  215. GensparkListing · Verified
  216. jobfinder-aiListing · Published
  217. ElicitListing · Verified
  218. DecagonListing · Verified
  219. CrewAIListing · Verified
  220. BotsifyListing · Verified
  221. CrestaListing · Verified
  222. CrescendoListing · Verified
  223. TecAdRiseListing · Published
  224. Build an Agent Regression Set Before AdoptionGuide · Verified
  225. ClineListing · Verified
  226. Which AI Agents Have a Public API? 72 of the 81 We Could ConfirmResearch · Verified
  227. How to Choose an AI Research Agent: 11 ComparedGuide · Updated
  228. BoltListing · Verified
  229. BlandListing · Verified
  230. Agent Identity: API Keys and Delegated TokensGuide · Verified
  231. Bitsclan IT SolutionsListing · Verified
  232. Auto-RespondListing · Verified
  233. LuMayListing · Published
  234. HeyRikListing · Verified
  235. ArtisanListing · Verified
  236. AiZipZapListing · Published
  237. Antigravity CLIListing · Verified
  238. AmplemarketListing · Verified
  239. PickaxeListing · Published
  240. Leaping AIListing · Published
  241. Telnyx Voice AI AgentsListing · Published
  242. RinglyListing · Published
  243. OmniDimensionListing · Published
  244. StackAIListing · Published
  245. ZencoderListing · Published
  246. How to Audit a Coding-Agent Benchmark ClaimGuide · Verified
  247. Agent Autonomy: Approvals, Sandboxes and Stop ControlsGuide · Verified
  248. UiPath Agent BuilderListing · Published
  249. Zendesk AI agentsListing · Verified
  250. Devin DesktopListing · Verified
  251. WarpListing · Verified
  252. WarmlyListing · Verified
  253. VoiceAgentsListing · Verified
  254. VapiListing · Verified
  255. TinyFishListing · Verified
  256. SynthflowListing · Verified
  257. SimListing · Verified
  258. Salesforce AgentforceListing · Verified
  259. RoxListing · Verified
  260. PolyAIListing · Verified
  261. PerplexityListing · Verified
  262. OpenAI Realtime APIListing · Verified
  263. n8nListing · Verified
  264. MastraListing · Verified
  265. LlamaIndexListing · Verified
  266. LiveKit AgentsListing · Verified
  267. LettaListing · Verified
  268. LangGraphListing · Verified
  269. Kilo CodeListing · Verified
  270. GleanListing · Verified
  271. GitHub CopilotListing · Verified
  272. Gemini Code AssistListing · Verified
  273. FactoryListing · Verified
  274. ElevenLabs AgentsListing · Verified
  275. DifyListing · Verified
  276. DevinListing · Verified
  277. Deepgram Voice Agent APIListing · Verified
  278. CursorListing · Verified
  279. Codex CLIListing · Verified
  280. Claude CodeListing · Verified
  281. Claude Agent SDKListing · Verified
  282. CartesiaListing · Verified
  283. BrowserbaseListing · Verified
  284. BotpressListing · Verified
  285. Augment CodeListing · Verified
  286. Does Claude Code Support AGENTS.md?Guide · Verified
  287. AI Agent Pricing in 2026: Every Tool in Our IndexGuide · Verified
  288. 11x vs Artisan vs Lead Scorer: 8 AI Sales Agents ComparedGuide · Updated
  289. How to Choose an AI Coding Agent: 25 Tools, 4 JobsGuide · Verified
  290. n8n vs Lindy vs Dify: 16 AI Agent Platforms ComparedGuide · Verified
  291. AI Support Agents: Decagon vs Sierra vs Intercom FinGuide · Verified
  292. Framework, Platform, or Ready-Made AI Agent?Guide · Updated
  293. AI Voice Agents: Vapi vs Retell AI vs ElevenLabsGuide · Verified
  294. LangChain vs CrewAI vs 12 More Agent FrameworksGuide · Verified

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