Catalogue
Tools
Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.
772 tools · showing 553–576
ToolTabby
Coding
TabbyML
Self-hosted, on-premises AI coding assistant offering code completion, chat, and repository-aware context
local-firstcode-completionchatbotrepository-context
ToolTavily
Research
tavily-ai
Web access API for agents — search, extract, crawl, map and research endpoints with official Python/JS SDKs. (Catalogue already carries the separate tavily-mcp server.)
searchscrapesdk
ToolTwelveLabs
MemoryData Wrangling
twelvelabs-io
Video intelligence API (Marengo embeddings, Pegasus video-language model) with SDKs and MCP integration for video search and reasoning.
videomultimodalvector-dbvideo-searchsdk
ToolZep Python
Memory
getzep
Build Agents That Recall What Matters. Systematically engineer relevant context from chat history & business data. (Python Client)
knowledge-graphlong-term-memorychat-historyfact-extraction
ToolAgent Memory
Memory
neo4j-labs
neo4j-labs/agent-memory gives agents three memory layers in one graph: conversation histo...
knowledge-graphneo4jvector-db
ToolAI Berkshire
Research
xbtlin
Value-investing research framework of Claude Code and Codex skills applying four investors' methods with multi-agent analysis
financeproductivitymulti-agent
ToolAutocontext
CodingQA
greyhaven-ai
Agents that start cold every run can't compound what worked. autocontext splits improvement into five roles per cycle …
token-optimizationself-improvementplaybooksevaluation-loop
ToolBeever Atlas
MemoryConnectors
Beever-AI
What if your AI agent could carry its entire knowledge base as a single versioned artifact … built with a powerful model
ragknowledge-graphslackdiscord
ToolCascadeFlow
InferenceMonitoring
lemony-ai
Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.
model-cascadingtoken-optimizationgatewaylangchain
ToolGoogle skills
Deployment
Repository of installable agent skills for Google Cloud products, covering setup, AI/ML, GKE infrastructure, and databases
skillcloudbigquery
ToolHuman Review
Interface
petergyang
A visual tool to edit HTML and Markdown files, leave comments like a Google Doc, and send feedback to your AI agent. Works inside your favor
human-in-the-loopguimarkdownannotation
ToolMCP Server Tauri
CodingQA
hypothesi
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
tauricomputer-usedebuggingscreenshot
ToolMiles
Training
radixark
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
reinforcement-learningfine-tunevision-language-modeldistributed-training
ToolOpenClaw A2A Gateway
Connectors
win4r
OpenClaw plugin implementing A2A v0.3.0 so agents discover and message each other over JSON-RPC, REST, or gRPC
a2ajson-rpcgrpcdns-sd
ToolRPG-ZeroRepo
CodingMemory
microsoft
Microsoft just released RPG-Encoder, a universal repository representation that lets LLM agents operate over a semantic
coding-agentrepository-planningtoken-optimizationswe-agent
ToolTerminal-Bench
QACoding
harbor-framework
Benchmark and harness for evaluating AI agents on end-to-end tasks in real terminal environments.
evaluationcliterminal-tasks
ToolAisuite
CodingInference
andrewyng
Simple, unified interface to multiple Generative AI providers
multi-providergatewaytool-callingagents-api
ToolChrome Agent
InterfaceQA
captivus
Open-source CLI that controls Chrome over the DevTools Protocol so agents can browse with a sense-act-verify loop instead of an MCP browser server.
browser-automationchromeclidebugging
ToolHermes for Home Assistant
VoiceConnectors
rusty4444
Bundle connecting Hermes Agent to Home Assistant with a custom integration, service-call tools, and an optional wake-word/STT/TTS voice loop
home-assistantwake-wordttsstt
ToolLangMem
Memory
langchain-ai
Long-term memory toolkit for agents: hot-path memory tools, background consolidation, and LangGraph store integration
langchainlong-term-memory
ToolLightMem
Memory
zjunlp
Agent memory has a hidden bill: the tokens and calls spent building and updating it, often more than answering the quest
raglong-term-memorytoken-optimizationlightweight
ToolScreenshot to Code
Coding
abi
Converts screenshots, mockups, and screen recordings into HTML, Tailwind, React, Vue, Bootstrap, or Ionic code
ui-generationtailwindmultimodalfigma
ToolShepherd
Coding
shepherd-agents
Records agent runs as reversible, inspectable execution traces whose outputs are reviewed before they are applied or discarded
sandboxagent-builderreversible-executionmeta-agent
ToolSolo
CodingMemory
solo-agent
For human and AI agents to collaborate through channels, tasks, and persistent workspaces.
multi-agentcoding-agentlocal-firsttask-management