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Catalogue

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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

378 tools · showing 73–96

Python ×
Harness

EvoScientist

Research

EvoScientist

Harness Vibe Research with Self-evolving AI Scientists

ai-scientistdeep-researchmulti-agentself-improvement

A
Tool

GraphRAG

Coding

microsoft

Pipeline that uses LLMs to build knowledge graphs from unstructured text for retrieval-augmented generation

knowledge-graphraggptorchestration

A
Tool

Ha MCP

Connectors

homeassistant-ai

The Unofficial and Awesome Home Assistant MCP Server

productivityhome-assistantsmart-homehome-automationdevice-control

A
Tool

Hermes WebUI

Interface

nesquena

Browser interface for the Hermes Agent with chat, sessions, a workspace file browser, and profile and task controls

chatbotlocal-firstpwassh-tunnel

A
Tool

Hindsight

Memory

vectorize-io

Agent memory system that stores and retrieves long-term memories so agents learn across sessions, not just recall history

long-term-memorydockerevaluationrag

A
Tool

Instructor

Coding

567-labs

Structured, validated LLM output defined as Pydantic models, with automatic retries, streaming, and multi-provider support

pydanticstructured-outputmulti-providervalidation

A
Framework

Langflow

DeploymentCoding

langflow-ai

Visual drag-and-drop builder that turns agent workflows into APIs or MCP servers, with Python-customizable components

windowsmacosagent-builder

A
Framework

LangGraph

CodingMemory

langchain-ai

Low-level orchestration framework for long-running stateful agents, with durable execution, interrupts, and persistent memory

langchaindurable-executionhuman-in-the-loopstateful-agents

A
Tool

LlamaFactory

Training

hiyouga

Fine-tune and post-train open LLMs across many families through a command line or Gradio web UI, with no training code required

fine-tunelorareinforcement-learninggui

A
Tool

Logfire

Monitoring

pydantic

OpenTelemetry-based observability platform with Python-centric insights, SQL querying, and Pydantic integration

telemetryobservabilitypydanticfastapi

A
Tool

Memanto

Memory

moorcheh-ai

a companion agent that manages the memories of your other agents: what to keep, what conflicts, what expires, and who needs to know.

long-term-memorysemantic-memoryragmulti-agent

A
Tool

OpenAI Python

Coding

openai

Python client for the OpenAI REST API with synchronous and asynchronous clients, typed requests and responses, and streaming

gptsdkapistreaming

A
Platform

OpenRAG

CodingMemory

langflow-ai

OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

ragdocument-processingsemantic-searchlangflow

A
Tool

OpenSRE

DeploymentMonitoring

Tracer-Cloud

Build your own AI SRE agents. The open source toolkit for the AI era.

sreincident-responsedebuggingobservability

A
Tool

ScrapeGraphAI

MemoryResearch

ScrapeGraphAI

ScrapeGraphAI is known for pointing an LLM at a web page and getting structured JSON back. Convenient, until you scrape

scrapestructured-outputlangchain

A
Tool

Soup

Training

MakazhanAlpamys

Fine-tuning a small model on a few hundred rows costs a fraction of sending the same task through an API.

loradpoquantizationconsumer-gpu

A
Tool

Wandb

MonitoringTraining

wandb

Tracks and visualizes machine learning experiments and models, with framework integrations and cloud or self-hosted deployment

experiment-trackingmlopshyperparameter-tuningmodel-versioning

A
Tool

WrenAI

Data WranglingInterface

Canner

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language question

productivitytext-to-sqlsemantic-layerbusiness-intelligencerag

A
Harness

Claude Code

Coding

anthropics

Terminal-based agentic coding tool that reads your codebase and runs tasks through natural-language commands

cliclaudeidegit

A
Tool

Code Interpreter

Coding

e2b-dev

Run AI-generated code in secure isolated cloud sandboxes via a JavaScript or Python SDK

sandboxsdkcode-executionjupyter

A
Tool

DataChain

Data WranglingMemory

datachain-ai

A Python library that turns files in S3, GCS, and Azure into versioned, typed datasets, queryable at warehouse speed.

mlopsvector-dbdataset-versioningcloud

A
Harness

DeerFlow

ResearchMemory

bytedance

DeerFlow 2.0 is ByteDance's open-source super-agent harness.

productivitymulti-agentdeep-researchsandboxskill

A
Tool

MLflow

Monitoring

mlflow

Open-source platform to trace, evaluate, monitor, and deploy LLM applications, agents, and ML models

observabilityevaluationllmopsmlops

A
Tool

Mnemosyne

Memory

mnemosyne-oss

SQLite-based memory layer for AI agents with hybrid vector and full-text recall and a tiered BEAM architecture

local-firstsqlitehybrid-retrievalsemantic-search

A