93/100
MemoryAgentBench
Open source code for ICLR 2026 Paper: Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Curated collection
Best AI Tools Directory
Compare 4,587 quality-filtered AI tools—LLMs, coding agents, image generators, and automation—using public popularity, activity, and licensing data.
Explore quality-filtered AI tools for chat, coding agents, image generation, RAG, and automation. Rankings use public popularity and project activity—not paid placements.
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93/100
bagofwords
Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes
93/100
agent
Create state-machine-powered LLM agents using XState
93/100
obsidian-mcp-plugin
High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport
93/100
CoWork-OS
Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts.
93/100
MinusPod
MinusPod is a self-hosted server that removes ads before you ever hit play
93/100
aoci-code
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in G
93/100
flink-agents
Flink Agents is an Agentic AI framework based on Apache Flink
93/100
llama-agents
Llama Agents + Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.
93/100
xpert
XpertAI is an open-source platform for building, running, and evolving ai agents, providing extensible capabilities and infrastructure for diverse AI systems.
93/100
mcp-google-map
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
93/100
mingyu
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill
93/100
solon-ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded i
93/100
Linghun
AGI-oriented, hallucination-resistant AI coding runtime grounded in evidence, tools, memory, agents, and verification.
93/100
beever-atlas
Your First LLM-Wiki Conversation Knowledge Base
93/100
coreai-model-zoo
Downloadable models and conversion recipes for Apple's Core AI on iPhone and Mac. Chat, vision, speech and generative models with per-model validation records,
93/100
speakeasy
Build APIs your users love ❤️ with Speakeasy. ✨ Polished and type-safe SDKs. 🌐 Terraform providers, MCP servers, CLIs and Contract Tests for your API. OpenAPI
93/100
zeraix
Open-source local AI workspace — advancing on-device inference.
93/100
senpi
pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I went ahead and lovingly soiled your pure pi for you. opinionated fork o
93/100
Simulator-Controller
A virtual AI-based pit crew for Sim Racing. Use the latest GPT technology to create a real life like experience when out on the track.
93/100
agentops
The operations layer for agentic engineering — portable skills and contracts connecting intent, agents, software factories, and independent judgment.
93/100
pi-agent-desktop
Pi — A cross-platform AI coding agent, bringing the Claude Code experience to your desktop. No environment setup, no terminal commands. Download and start codin
93/100
rllm
Pytorch Library for Relational Table Learning with LLMs.
93/100
ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure.