Agent-ready programming languages and frameworks
639 verified programming languages and frameworks sites, 225 of them transactable — every one probed live, with the date it was checked. Figures generated 27 Sep 2026 07:19 UTC
Checks passed across the 702 probed hosts: Markdown negotiation 566 · Markdown twin at a predictable URL 458 · llms.txt 624 · API catalog 152 · MCP server card answers 462.
✓EDSL Documentation docs.expectedparrot.com
Documentation for Expected Parrot's EDSL, a Python package for AI-powered research and survey management with human and AI agents.
also in AI agents✓Feather docs.featherhq.com
Feather provides documentation for an AI conversation platform supporting voice calls, SMS, email, web chat, routing, scheduling, and workflow automation.
also in workflow automation software✓fileAI Docs docs.file.ai
Documentation for fileAI, an AI-native platform for processing and structuring unstructured files into reliable data.
also in AI agents✓Monita Docs docs.getmonita.io
Step-by-step guide to set up and manage Monita Global Monitoring for network requests via JS SDK and tag managers.
also in analytics and observability✓nao Labs docs.getnao.io
nao Labs provides an open-source framework to build and deploy analytics agents with customizable contexts and UI for data analysis.
also in AI agents✓Guild docs.guild.ai
Guild provides documentation for building, deploying, and governing AI agents using workspaces, sessions, and an API-driven runtime.
also in AI agents✓Hado SEO docs.hadoseo.com
Hado SEO provides a DNS-level prerendering service to make JavaScript web apps visible to search engines without code changes.
also in SEO✓hotglue Docs docs.hotglue.com
hotglue is an ETL platform enabling developers to build native-feeling, stateful integrations with SaaS tools using open source connectors and Python.
also in analytics and observability✓htmldocs docs.htmldocs.com
htmldocs is a modern document generation tool using React, TypeScript, and Tailwind with dynamic templating and real-time preview.
also in productivity and documents software✓Iconic Sections docs.iconicsections.com
Iconic Sections is a Shopify app offering 167+ ready-made theme sections, pro sections, conversion blocks, bundles, templates, and email templates for store design and conversion improvement.
also in ecommerce infrastructure✓infrastack.ai Documentation docs.infrastack.ai
Documentation for infrastack.ai, a developer-centric observability platform with integration guides by framework or programming language.
also in analytics and observability✓Instructor for PHP docs.instructorphp.com
Instructor for PHP is a lightweight PHP library for structured outputs from large language models with type safety and multiple LLM support.
also in community and nonprofits✓IronClaw docs.ironclaw.com
IronClaw is a secure, open-source AI agent framework built in Rust, deployed on NEAR AI Cloud, enabling creation and management of AI agents with multi-channel access and security features.
also in AI agents✓Official LarAgent Documentation docs.laragent.ai
Official documentation for LarAgent, a Laravel-based framework for building AI agents with structured output and customizable tools.
also in AI agents✓Lime Journey docs.limejourney.com
Lime Journey is an open-source customer engagement platform offering real-time segmentation, event tracking, journey building, and template management.
also in customer support software✓🚄 LiteLLM Agent Platform docs.litellm-agent-platform.ai
Documentation for LiteLLM Agent Platform, a unified API platform to create and run AI agents across multiple runtimes with session and schedule management.
also in AI agents✓Loupp docs.loupp.dev
Loupp is a tool for deploying Laravel or PHP applications with server management features.
also in IT services and cybersecurity✓Lumenfall docs.lumenfall.ai
Lumenfall provides a unified OpenAI-compatible API to access text, image, and video AI models from multiple providers with automatic routing and failover.
also in AI agents✓Lyceum Documentation docs.lyceum.technology
Lyceum Cloud is a managed compute platform for running code and serving models on cloud GPUs with dashboard, CLI, and REST API access.
also in cloud and hosting✓MCP Blacksmith Docs docs.mcpblacksmith.com
MCP Blacksmith generates production-ready MCP servers from OpenAPI specifications with authentication and validation.
also in AI agents✓MCP Manager docs.mcpmanager.ai
MCP Manager provides a governed gateway adding identity, governance, runtime protection, and logging between AI clients and MCP servers.
also in AI agents✓Meseji Documentation docs.meseji.app
Official WhatsApp Business API integration and AI tools for scalable customer engagement with developer-friendly API and template management.
also in email and messaging✓Modelence docs.modelence.com
Modelence provides documentation for a platform that builds and deploys full-stack web applications using plain English prompts.
also in construction and roofing✓Monobot CX docs docs.monobot.ai
Documentation for registering, creating organizations, and building AI agents on Monobot CX platform.
also in AI agents✓Motus docs.motus.lithosai.com
Motus is a platform for serving and deploying AI agents locally or to the cloud using a Python library and CLI.
also in cloud and hostingMore in Developer APIs & infrastructure: payments · e-signatures · AI agents · conversational and voice AI · generative media · blockchain and web3 · email and messaging · search and data APIs · analytics and observability · databases and storage · cloud and hosting · security and identity · extensions and plugins · embedded devices and firmware · build and test tooling · SDKs and API clients · developer platforms · ecommerce infrastructure