This is an early release preview. You may encounter bugs.

Catalogue

Submit a tool

Frameworks, tools, apps, and blueprints for agent builders — each scored on real GitHub credibility, each with a credibility-gated forum.

Tool

Agenta

Agenta-AI

Evaluate and compare different agent configurations side by side.

B
Tool

AgentOps

AgentOps

Monitor and benchmark agent performance in production.

D
Tool

aider

Aider-AI

Terminal-based AI pair programming, git-aware and ready in your shell.

C
Tool

Browser Use

browser-use

Control browsers programmatically with LLM agents through a high-level, LLM-friendly API.

A
Tool

Cavegemma

JuliusBrussee

An experimental LoRA fine-tune of Gemma to speak caveman-mode natively.

D
Tool

Cavekit

JuliusBrussee

A spec-driven build framework using caveman encoding for roughly 75% fewer tokens.

C
Tool

Caveman

JuliusBrussee

A Claude Code skill that cuts roughly 65% of output tokens via caveman-speak.

C
Tool

caveman-code

JuliusBrussee

A TypeScript implementation of the caveman compression engine.

C
Tool

Cavemem

JuliusBrussee

Cross-agent persistent memory, caveman-compressed into SQLite with FTS5 and served via MCP.

C
Tool

Chatterbox

resemble-ai

State-of-the-art 0.5B zero-shot text-to-speech model for expressive dialogue.

C
Tool

ChatTTS

2noise

Conversational text-to-speech for dialogue scenarios, in English and Chinese.

C
Tool

claude-context

zilliztech

A semantic code-search MCP with hybrid BM25 and vector retrieval.

C
Tool

claude-context-optimizer

egorfedorov

Tracks token usage, blocks redundant reads, and supports .contextignore and budget alerts.

C
Tool

claude-cookbooks

anthropics

Official recipes for tool use, sub-agents, skills, prompt caching, and evaluation.

B
Tool

claude-mem

thedotmack

Persistent cross-session memory that AI-compresses sessions to SQLite and Chroma.

A
Tool

claude-rolling-context

NodeNestor

A proxy plugin that rolls context compression past 100K tokens.

D
Tool

claude-skills

alirezarezvani

Bundles 345+ skills and plugins plus 579 CLI tools for Claude Code and 12 other agents.

B
Tool

claude-token-optimizer

nadimtuhin

Restructures CLAUDE.md and docs for roughly 90% token savings with a CLI audit and compress.

D
Tool

claw-lens

msfirebird

An open-source observability dashboard for OpenClaw daemons.

D
Tool

clawsec

prompt-security

A security skill suite for OpenClaw, Hermes, PicoClaw, and NanoClaw.

A
Tool

CogVLM2

THUDM

General VQA, document Q&A, and GUI understanding with high-resolution inputs

D
Tool

Conversational Speech Model (Sesame)

SesameAILabs

Multimodal model generating human-like conversational speech with autoregressive transformers.

D
Tool

cronalytics

8bit64k

A Hermes cron cost and observability plugin.

C
Tool

Dia 1.6B

Expressive text-to-speech with emotion and tone control plus nonverbal sounds.

Score unavailable
Tool

Docling

docling-project

Document conversion with layout analysis and table structure recognition

A
Tool

DSPy

stanfordnlp

A framework for programming, not prompting, language models.

A
Tool

E2B

e2b-dev

Open-source secure cloud sandboxes for running AI-generated code.

A
Tool

Exa MCP server

exa-labs

An MCP giving agents Exa web and code search plus research.

B
Tool

Firecrawl

firecrawl

Turn web scrape, search, and crawl into an LLM-ready data API.

B
Tool

Giskard

Giskard-AI

Detect performance, bias, and security issues in AI applications.

A
Tool

GPT Researcher

assafelovic

Autonomous online research agent that scrapes, summarizes, and exports findings to PDF.

A
Tool

graph-memory

adoresever

A knowledge-graph context engine offering roughly 75% context compression and cross-session reuse.

D
Tool

Helicone

Helicone

An open-source AI gateway and LLM observability proxy.

B
Tool

hermes-agent-desktop

desktop-hermes

A desktop client and UI for Hermes.

D
Tool

hermes-agent-self-evolution

NousResearch

Official evolutionary self-improvement that optimizes skills and prompts and opens PRs.

D
Tool

hermes-labyrinth

stainlu

A read-only observability black-box recorder that visualizes agent journeys.

C
Tool

hermes-lcm

stephenschoettler

Lossless Context Management for Hermes with a DAG context engine and lcm_grep and lcm_expand.

A
Tool

hermes-paperclip-adapter

NousResearch

Official adapter to run Hermes as a managed employee in a Paperclip company.

D
Tool

hermes-plugins

42-evey

A suite of 23 Hermes plugins for goals, inter-agent bridging, and cost control.

D
Tool

hermes-skill-factory

Romanescu11

A meta-skill that watches workflows and auto-creates reusable Hermes skills.

D
Tool

hermes-web-search-plus

robbyczgw-cla

Multi-provider web search and extract for Hermes.

B
Tool

hermes-workspace

outsourc-e

A native web workspace and UI for Hermes.

B
Tool

icarus-plugin

esaradev

A Hermes plugin for shared cross-instance memory and training-data extraction.

D
Tool

Inter-1

Social-intelligence API — 12 social signals from video, audio, and text.

C
Tool

laconic

GabrielBarberini

A small, minimal "be laconic" compression skill for roughly 90% prose-token reduction.

D
Tool

Langfuse

langfuse

Comprehensive LLM observability and debugging.

A
Tool

LangGraph

langchain-ai

Low-level orchestration for stateful agents.

A
Tool

LangMem

langchain-ai

Integrated long-term memory management for developers building on LangChain and LangGraph.

C
Tool

LLM Guard

protectai

An LLM security toolkit with input and output scanners.

D
Tool

Local Deep Research

LearningCircuit

Privacy-focused research assistant that runs iterative, cited analysis with local LLMs.

B
Tool

Mastra

mastra-ai

A TypeScript framework for AI apps and agents.

A+
Tool

mcp-omnisearch

spences10

A single MCP unifying Tavily, Brave, Kagi, and Exa search.

C
Tool

Mem0

mem0ai

A universal memory layer that extracts salient facts and retrieves them at inference.

A+
Tool

memory-lancedb-pro

CortexReach

A LanceDB long-term memory plugin with hybrid vector and BM25 search and cross-encoder rerank.

A
Tool

mission-control

builderz-labs

A self-hosted, framework-agnostic agent-fleet dashboard.

B
Tool

Molmo

allenai

Open-ended question answering and document reading, excelling at dense text like charts and forms

D
Tool

mPLUG-DocOwl2

X-PLUG

Multi-page document QA without OCR dependency via a high-resolution DocCompressor

D
Tool

NVIDIA Parakeet v2

High-quality English speech recognition with punctuation and word-level timestamping.

Score unavailable
Tool

Ollama

Run open LLMs locally — no API key.

Score unavailable
Tool

openclaw-a2a-gateway

win4r

An OpenClaw plugin implementing A2A v0.3.0 as a bidirectional gateway.

C
Tool

openclaw-channel-dingtalk

soimy

A DingTalk enterprise channel plugin for OpenClaw.

B
Tool

openclaw-composio-plugin

ComposioHQ

An OpenClaw plugin adding 1000+ third-party integrations.

D
Tool

opengoat

marian2js

Build organizations of OpenClaw agents coordinating across coding tools.

C
Tool

OpenLLMetry

traceloop

Observability for LLM applications using OpenTelemetry.

A
Tool

PaddleOCR

PaddlePaddle

Comprehensive OCR pipeline for multilingual tasks requiring high accuracy

A
Tool

Parler-TTS

Lightweight text-to-speech that generates natural speech in a given speaker style.

Score unavailable
Tool

Phi-4 Multimodal

Multimodal document understanding with integrated speech and vision in a compact model

Score unavailable
Tool

pi-coding-agent

dnouri

An Emacs frontend for the Pi coding agent.

B
Tool

Pipecat

pipecat-ai

Open-source Python framework for building real-time voice and multimodal conversational agents.

A
Tool

Playwright

microsoft

End-to-end browser automation with full control across Chromium, Firefox, and WebKit.

A+
Tool

powermem

oceanbase

An AI memory plugin built on OceanBase for smarter agents.

B
Tool

Puppeteer

puppeteer

Lightweight Chrome automation with JavaScript and a rich developer ecosystem.

A+
Tool

Qwen-2.5-Omni

Vision-language-audio model with speech input and output plus document understanding.

Score unavailable
Tool

Qwen2.5-VL

QwenLM

Vision-language model for complex document QA, structured data extraction, and long-context processing

C
Tool

screenshot-to-code

abi

Turn screenshots into clean HTML, Tailwind, React, or Vue code for fast UI prototyping.

C
Tool

Smolagents

huggingface

A HuggingFace ~1k-LOC library for code-writing agents.

B
Tool

Speaker Diarization 3.1

Identify and segment speakers in audio, outputting speaker diarization annotations.

Score unavailable
Tool

Stagehand

browserbase

Declarative automation of browser workflows via LLMs, described in plain language.

A
Tool

SuperClaude Framework

SuperClaude-Org

Adds 30 commands, 20 agents, 7 modes, and 8 MCP integrations to Claude Code.

C
Tool

Superpowers

obra

Agentic skills framework with a dev methodology for coding agents.

B
Tool

Tavily MCP

tavily-ai

A production MCP for real-time search, extract, map, and crawl.

C
Tool

tokenjuice

vincentkoc

An output-compaction and token-reduction CLI that runs standalone or as a framework extension.

B
Tool

Ultravox

Multimodal model for real-time voice interaction, consuming both speech and text inputs.

Score unavailable
Tool

Voice Lab

saharmor

Framework for testing and evaluating voice agents across models, prompts, and personas.

D
Tool

wayid-nginx

LineageLabs

Verify the WayID of inbound AI agents at the NGINX edge, before traffic reaches your app.

D
Tool

wayid-verify

LineageLabs

Verify the WayID of a calling AI agent at your gateway, reverse proxy, or API backend.

D
Tool

wechat-openclaw-channel

HenryXiaoYang

A WeChat channel plugin with QClaw and WorkBuddy dual mode.

D
Tool

Whisper

openai

General-purpose speech recognition trained on a large dataset of diverse audio.

D
Tool

yantrikdb-hermes-plugin

yantrikos

A Hermes memory provider with knowledge graphs, contradiction tracking, and explainable recall.

B
Tool

Zep

getzep

A context-engineering platform with a temporal knowledge graph and sub-200ms retrieval.

C