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@@ -2,9 +2,9 @@
title: "Awesome AI Agents 2026"
task: ""
lineage_type: import
upstream_source: https://github.com/ARUNAGIRINATHAN-K/awesome-ai-agents-2026/blob/bcc629e9/README.md
upstream_sha: bcc629e9
imported_at: 2026-08-20
upstream_source: https://github.com/ARUNAGIRINATHAN-K/awesome-ai-agents-2026/blob/bf8626e0/README.md
upstream_sha: bf8626e0
imported_at: 2026-09-01
prompt_class: catalogue
upstream_changes: accepted
author: upstream
@@ -211,7 +211,7 @@ The protocol layer that enables agents to discover tools, communicate with each
- [MCP Registry](https://github.com/modelcontextprotocol) `🌱` `[Python]` `[Multi-Agent]` - Official Model Context Protocol specification and server implementations for standardized tool access.
- [mcp-nest](https://github.com/CharanBharathula/mcp-nest) `🌱` `[Python]` `[MCP]` - Unified Model Context Protocol (MCP) server for executing code and managing files.
- [NotFair](https://notfair.co) `πŸš€` `[Cloud]` `[MCP]` - Hosted Google Ads MCP server for diagnosing, optimizing, and executing campaign changes via the Google Ads API with a human-approval gate.
- [NotFair Skills](https://github.com/nowork-studio/NotFair) `πŸš€` `[TypeScript]` `[MCP]` - Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads, connecting to live data through Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
- [NotFair Skills](https://github.com/nowork-studio/notfair-plugin) `πŸš€` `[TypeScript]` `[MCP]` - Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads, connecting to live data through Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
- [Toolhouse](https://toolhouse.ai/en/) `🌱` `[Python]` `[Multi-Agent]` - Cloud-hosted tool infrastructure for agents with optimized execution and low-latency access.
- [Xquik](https://github.com/Xquik-dev/x-twitter-scraper) `πŸ”¬` `[Cloud]` `[MCP]` - Hosted X Twitter data MCP for search, follower export, monitors, and confirmation-gated writes.
- [Zapier MCP Server](https://zapier.com/mcp) `🌱` `[Cloud]` `[MCP]` - Connect agents to 7,000+ app integrations via MCP, powered by Zapier's automation platform.
@@ -634,6 +634,7 @@ Platforms for building, deploying, and scaling voice-based AI agents across call
- [Deepgram](https://deepgram.com) `🌱` `[Cloud]` `[Pipeline]` - Sub-300ms speech-to-text and text-to-speech APIs purpose-built for real-time voice agent pipelines.
- [ElevenLabs](https://elevenlabs.io) `🌱` `[Cloud]` `[RAG]` - Industry- voice AI with 75ms latency, Conversational AI 2.0, RAG, and HIPAA compliance.
- [HeyGen](https://www.heygen.com) `🌱` `[Cloud]` `[IDE]` - Creates AI talking avatars with voice cloning and lip-sync for video-based agent interactions.
- [Hermes](https://www.buildwithhermes.com) `🌱` `[Cloud]` `[Voice]` - White-label voice agent platform for agencies, bundling telephony, CRM, campaign orchestration, and usage billing so one team can run agents for many client brands.
- [PolyAI](https://poly.ai/en) `πŸš€` `[Cloud]` `[Voice]` - Enterprise voice AI platform for natural multi-turn conversations with high-volume call handling.
- [Retell AI](https://www.retellai.com) `🌱` `[Cloud]` `[Voice]` - Builds human-like voice agents with multi-language telephony support and low-latency responses.
- [Synthesia](https://www.synthesia.io) `🌱` `[Cloud]` `[IDE]` - Generates AI video avatars that speak in 120+ languages for training and communication agents.
@@ -700,7 +701,7 @@ All-in-one AI platforms providing access to agents, tools, and models through co
- [Grok](https://x.ai/grok) `🌱` `[Cloud]` `[Multi-Agent]` - Real-time AI with live X data access, Grok Build for 8-agent parallel code generation, and image generation.
- [Meta AI](https://meta.ai) `πŸš€` `[Cloud]` `[Multi-Agent]` - Llama-powered AI integrated across WhatsApp, Messenger, and Instagram for conversational assistance.
- [Microsoft Copilot](https://copilot.microsoft.com) `πŸš€` `[Cloud]` `[Microsoft]` - AI assistant integrated into Office 365, Teams, and Power Platform for enterprise productivity workflows.
- [Sistava](https://sistava.com/en/) `🌱` `[Cloud]` `[Voice]` - AI agent orchestration platform for deploying multi-channel agents across messaging, voice, and APIs with full Computer Use capabilities on your own OS.
- [Sistava](https://sistava.com/) `🌱` `[Cloud]` `[Voice]` - AI agent orchestration platform for deploying multi-channel agents across messaging, voice, and APIs with full Computer Use capabilities on your own OS.
## Open-Source Models for Agents