Week 43, 2026 · Oct 19 to Oct 25, 2026
New in week 43
Tools first seen in the catalog this week, newest first. Also as an Atom feed (or just harnesses & sdks).
175 listings first seen Oct 19 to Oct 25, 2026
- 0.484score
MetaGPT
FoundationAgents
Python multi-agent framework that gives LLM agents software-company roles and SOPs to turn a one-line requirement into a project repository.
HarnessDFreshness: D★ 71K↓ 622/wk - 0.635score
agentos
framerslab
TypeScript agent framework with persistent cognitive memory, multi-agent orchestration and one dispatch interface across 13 LLM providers.
HarnessAFreshness: A★ 681↓ 13.1K/wk - 0.799score
Genkit
Google
Open-source Firebase framework for AI features and agent workflows in JavaScript, Go, Python and Dart, with model plugins.
HarnessAFreshness: A★ 6.5K↓ 95.8K/wk - 0.559score
Bindu
GetBindu
Python platform that gives agents a cryptographic identity, A2A communication and x402 payment requirements behind one bindufy() call.
HarnessBFreshness: B★ 10K↓ 104/wk - 0.615score
Vision-Agents
GetStream
Python framework for real-time voice and vision agents that process video with pluggable models and processors over WebRTC.
HarnessAFreshness: A★ 8.2K↓ 418/wk - 0.841score
GitHub Copilot SDK
GitHub
Multi-language SDKs for embedding the GitHub Copilot agent runtime, with planning, tool calls and file edits, in your apps.
HarnessAFreshness: A★ 10.6K↓ 1.2M/wk - 0.502score
blades
go-kratos
Go framework for multimodal AI agents with models, tools, memory, middleware, chains and structured output.
HarnessCFreshness: C★ 819 - 0.687score
antigravity-sdk-python
google-antigravity
Python SDK for building agents on Google Antigravity and Gemini, with the agent loop handled by the runtime.
HarnessAFreshness: A★ 3.8K↓ 126.5K/wk - 0.791score
ADK for Go
Google
Code-first Go toolkit for building agents with a tool ecosystem, composable multi-agent systems and Cloud Run deployment.
HarnessAFreshness: A★ 8.9K - 0.601score
ADK for Java
Google
Code-first Java toolkit for building and testing AI agents, with multi-agent hierarchies, a dev UI and Maven packages.
HarnessAFreshness: A★ 1.8K - 0.777score
ADK for TypeScript
Google
TypeScript toolkit for agents with Zod-typed tools, graph and multi-agent workflows, and Node.js or browser runtimes.
HarnessAFreshness: A★ 1.4K↓ 143.5K/wk - 0.734score
Google Agent Development Kit (ADK)
Google
Open-source toolkit for building, evaluating and deploying agents in Python, TypeScript, Go, Java and Kotlin, tuned for Gemini but model-agnostic.
HarnessAFreshness: A★ 22K↓ 2.4M/wk - 0.650score
Griptape
Griptape
Python framework for generative AI agents, pipelines and parallel workflows, with RAG engines, tools, memory and swappable drivers.
HarnessAFreshness: A★ 2.6K↓ 10.7K/wk - 0.563score
guidance
guidance-ai
Python library for steering language models by constraining output with regex and grammars and mixing control flow with generation.
HarnessCFreshness: C★ 21.8K↓ 3.2K/wk - 0.591score
ir-sim
hanruihua
YAML-driven Python robot simulator for navigation, control and learning research, with collision detection and a Matplotlib renderer.
HarnessAFreshness: A★ 1.2K↓ 386/wk - 0.649score
standards-sdk
hashgraph-online
TypeScript SDK with reference implementations of Hashgraph Consensus Standards and a Registry Broker client.
HarnessAFreshness: A★ 1.3K↓ 40/wk - 0.580score
heurist-agent-framework
heurist-network
Multi-interface agent framework with tools, memory and MCP, serving agents through Telegram, Discord, Twitter, Farcaster and a REST API.
HarnessAFreshness: A★ 826 - 0.711score
Hugging Face smolagents
Hugging Face
Small Python library whose agents write their actions as code, with sandboxed execution and tools from MCP servers, LangChain or the Hub.
HarnessAFreshness: A★ 30K↓ 138.9K/wk - 0.593score
reef
Human-Agent-Society
Open-source infrastructure for continually self-improving agents that serves requests, learns from feedback and versions updates.
HarnessAFreshness: A★ 7.7K↓ 78/wk - 0.517score
Adala
HumanSignal
Python framework for data labeling agents that learn skills from a ground-truth dataset through iterative feedback.
HarnessBFreshness: B★ 1.6K↓ 13/wk - 0.745score
BeeAI Framework
IBM / Linux Foundation
Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.
HarnessAFreshness: A★ 3.4K↓ 5.4K/wk - 0.636score
IBM watsonx Orchestrate ADK
IBM
Python library and CLI for building agents that run on IBM watsonx Orchestrate, with a local Developer Edition for testing.
HarnessAFreshness: A★ 177↓ 24.8K/wk - 0.578score
Agent SDK Go
Ingenimax
Go framework for AI agents with memory, tool execution, MCP, agent skills, multi-agent patterns and evaluation.
HarnessAFreshness: A★ 640 - 0.549score
Inngest AgentKit
Inngest
Framework for AI agents and multi-agent networks where a router picks which agent runs, with tools and MCP support.
HarnessCFreshness: C★ 956↓ 12.1K/wk - 0.443score
Lagent
InternLM
Lightweight Python framework for LLM agents built as PyTorch-style layers, with agent memory kept as session state.
HarnessDFreshness: D★ 2.3K↓ 354/wk - 0.669score
Koog
JetBrains
Kotlin and Java framework for AI agents with tools, graph workflows, MCP, streaming and multiplatform targets.
HarnessAFreshness: A★ 4.6K - 0.638score
HelloAgents
jjyaoao
Modular Python agent framework with a tool-calling loop, context management, retrieval, persistent memory and MCP tools.
HarnessAFreshness: A★ 3.3K - 0.596score
judge0
judge0
Open-source online code execution system that runs submitted code in a sandbox behind an HTTP JSON API.
HarnessAFreshness: A★ 4.5K↓ 174/wk - 0.667score
judgeval
JudgmentLabs
Python SDK for tracing agents and scoring their traces with prompt-based judges, to find failures in production.
HarnessAFreshness: A★ 1.1K↓ 77.7K/wk - 0.571score
Julep
Julep AI
Python framework for durable AI agents built as dataflows that resume after crashes, retry safely and record each step.
HarnessBFreshness: B★ 6.6K↓ 368/wk - 0.648score
kagent
kagent (CNCF)
Kubernetes-native framework and runtime for building and running AI agents as Kubernetes custom resources.
HarnessAFreshness: A★ 4.1K - 0.529score
KaibanJS
Kaiban
JavaScript framework for multi-agent teams whose tasks move across a Kanban-style board you can watch.
HarnessCFreshness: C★ 1.5K - 0.642score
Swarms
Swarms
Python framework for orchestrating multiple LLM agents in sequential, concurrent, hierarchical and graph-based workflows.
HarnessAFreshness: A★ 7.3K↓ 3.3K/wk - 0.740score
Deep Agents
LangChain
Opinionated agent harness on LangGraph with sub-agents, filesystem access, context management, persistent memory and approval of tool calls.
HarnessAFreshness: A★ 30.6K↓ 1.9M/wk - 0.613score
Deep Agents (JavaScript)
LangChain
The batteries included agent harness.
HarnessAFreshness: A★ 1.6K - 0.753score
LangChain
LangChain
Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it.
HarnessAFreshness: A★ 148.4K↓ 37.3M/wk - 0.714score
LangChain.js
LangChain
JavaScript and TypeScript framework of interoperable components for building LLM apps and agents, with LangGraph.js and Deep Agents above it.
HarnessAFreshness: A★ 18.3K - 0.748score
LangGraph
LangChain
Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.
HarnessAFreshness: A★ 43.8K↓ 13.1M/wk - 0.717score
LangGraph.js
LangChain
Open-source agent harness from LangChain for building agents with code, with LangSmith for testing and monitoring.
HarnessAFreshness: A★ 3.4K↓ 2.3M/wk - 0.705score
LangChain4j
LangChain4j
Java library with one API over LLM providers and vector stores, plus tools, RAG and integrations for Quarkus and Spring Boot.
HarnessAFreshness: A★ 13.3K - 0.635score
LangGraph4j
LangGraph4j
Java library for stateful, multi-agent LLM applications built as cyclical graphs, designed to work with langchain4j and Spring AI.
HarnessAFreshness: A★ 2.1K - 0.638score
Langroid
Langroid
Python framework for LLM apps built from collaborating agents that hold conversation state, tools and vector-store memory.
HarnessAFreshness: A★ 4.1K↓ 3.4K/wk - 0.514score
mcp-agent
LastMile AI
Python framework for MCP-based agents with composable workflow patterns, MCP server creation and Temporal-backed durable execution.
HarnessDFreshness: D★ 8.6K↓ 15.2K/wk - 0.799score
Letta
Letta
Open-source agent harness for stateful agents whose memory persists and improves with use, with a terminal UI, app server and TypeScript SDK.
HarnessAFreshness: A★ 25.2K↓ 40.7K/wk - 0.590score
AutoAgents
LiquidOS
Rust multi-agent framework with typed tool calling, sliding-window memory, pluggable LLM backends and OpenTelemetry tracing.
HarnessAFreshness: A★ 765↓ 611/wk - 0.722score
LiveKit Agents
LiveKit
Framework for Python or Node.js programs that join LiveKit rooms as realtime voice and video agents.
HarnessAFreshness: A★ 14.9K↓ 963.9K/wk - 0.686score
LiveKit Agents (Node.js)
LiveKit
Node.js distribution of the LiveKit Agents framework for realtime voice agents in LiveKit rooms.
HarnessAFreshness: A★ 949↓ 547.5K/wk - 0.613score
LLPhant
LLPhant
PHP library for generative AI and vector databases, compatible with Symfony and Laravel, with typed classification.
HarnessAFreshness: A★ 1.7K - 0.639score
lumibot
Lumiwealth
Python framework for backtesting and running trading strategies written as Python rules or AI agents, across brokers.
HarnessAFreshness: A★ 2.2K↓ 5.4K/wk - 0.737score
Mastra
Mastra
TypeScript framework for AI agents and apps with graph-based workflows, memory, suspend-and-resume approvals, MCP servers and model routing.
HarnessAFreshness: A★ 29.1K↓ 1.4M/wk
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