Preparing tokens&
Loading the next builder or enterprise surface.
LoadingPreparing page
Loading product graph, proof, and adoption context.
LoadingFind MCP servers and agent-ready developer tools, compare the stack fit, and move from discovery to setup with the evidence that matters.
Selection checklist
Intent signals for paid and organic visitors
Discovery
Shortlist servers by workflow, category, docs, repo signal, and install path.
Trust
Prioritize public evidence: docs, source, API surface, maintenance, and security notes.
Comparison
Move from a server list into side-by-side stack decisions and alternatives.
Credits
Tie the stack decision to startup credits, perks, and builder programs where available.
Primary intent
MCP servers list
Conversion path
Search, compare, save stack
Commercial loop
Credits, claims, adoption proof
Query: build an MCP App with interactive UI
Builders searching for an MCP App with interactive UI are already choosing a server SDK, sandboxed view, tool metadata, and host bridge. Authenticate before preserving that exact query in stack search, then make the resulting Build Packet saveable instead of sending builders into disconnected framework docs.
Public catalog profiles matched on MCP, Model Context Protocol, documentation, repo, and agent-workflow evidence.
LLM APIs· inference.sh
Developer platform and MCP server for discovering, executing, and streaming more than 150 AI applications across image, video, audio, language, and 3D workflows.
Matched on agent workflow and developer tool evidence.
Payments· authoryze.ai
Authorization and control layer for AI agent payments with spending rules, approval flows, audit trails, and single-use virtual cards exposed through MCP.
Matched on agent workflow and developer tool evidence.
Payments· bolthub.ai
Open SDK and MCP payment layer for charging agents per API or tool call with budgeted L402 Lightning settlement.
Matched on MCP protocol evidence.
AI Dev Platforms· github.com
Local image generation and editing workspace for Codex and ChatGPT Work with stdio MCP, local job history, and protected provider keys.
Matched on agent workflow and developer tool evidence.
AI Coding Agents· github.com
Spec-driven coding agent that generates implementation code alongside machine-checkable proofs and includes a local authoring MCP server.
Matched on agent workflow and developer tool evidence.
AI Coding Agents· github.com
SpaceXAI's terminal coding agent with an interactive TUI, headless CI mode, MCP servers, skills, plugins, hooks, and sandboxing.
Matched on agent workflow and developer tool evidence.
Cloud Deploy· aws.amazon.com
AWS-managed MCP server, skills, plugins, and guardrails for coding agents that build, deploy, and operate AWS applications.
Matched on agent workflow and developer tool evidence.
Cloud Deploy· alpic.ai
MCP-native cloud platform for deploying, testing, monitoring, authenticating, and distributing MCP servers and ChatGPT apps.
Matched on agent workflow and developer tool evidence.
Cloud Deploy· appdeploy.ai
Chat-native deployment platform that lets MCP-capable agents build, deploy, inspect, test, version, and roll back web applications.
Matched on MCP protocol evidence.
Cloud Deploy· browserbase.com
Cloud browser automation platform for web agents, scraping, testing, and MCP-powered browser sessions with managed browsers and SDKs.
Matched on agent workflow and developer tool evidence.
Observability· anomalyarmor.ai
Data observability platform with hosted and local MCP access for alerts, freshness, schema drift, lineage, and quality checks.
Matched on MCP protocol evidence.
Observability· auralogs.ai
Agent-focused observability platform that exposes structured production logs and AI analyses to Codex, Claude, Cursor, and other clients through read-only MCP.
Matched on MCP protocol evidence.
Find tools by the host, workflow, setup surface, and docs path that matter for an AI agent stack.
Pair MCP discovery with comparisons, alternatives, pricing signals, and available startup credits.
Claim profiles and attach adoption evidence so developers can trust the listing beyond marketing copy.
