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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 49–72

Python ×
Tool

MemoryBear

Memory

SuanmoSuanyangTechnology

MemoryBear Equip AI with human-like memory capability

long-term-memoryknowledge-graphneo4jmultimodal

A+
Harness

Nanobot

MemoryConnectorsInterface

HKUDS

nanobot: The Ultra-Lightweight Personal AI Agent

productivitylocal-firsttelegramdiscordchatops

A+
Tool

Semantica

CodingMemory

semantica-agi

Open‑source framework for building semantic layers and context graphs for AI agents.

knowledge-graphgraphragprovenancesemantic-search

A+
Framework

DSPy

CodingTraining

stanfordnlp

Compose LM pipelines as declarative Python modules, then optimize their prompts and weights algorithmically

promptragself-improvement

A+
Tool

FastMCP

Coding

PrefectHQ

Python framework for building MCP servers and clients, generating tool schemas and validation from function signatures

mcp-servermcp-clientschema-generation

A+
Tool

Giskard

QASecurity

Giskard-AI

Python library for testing agentic systems — evals with LLM-as-judge checks, red-teaming scans, and RAG quality evaluation

red-teamevaluationragprompt-injection

A+
Tool

GPT Researcher

Research

assafelovic

Deep-research agent that plans questions, crawls 20+ sources in parallel, and compiles cited reports

scraperagdeep-researchsearch

A+
Tool

Headroom

Inference

headroomlabs-ai

Content-aware context-compression layer that reversibly shrinks tool outputs, logs, and history before they reach the LLM

token-optimizationproxyraglangchain

A+
Tool

iFixAi

MonitoringSecurity

ifixai-ai

Catch your AI's mistakes and blind spots before your customers or regulators do..

governancered-teamevaluationcli

A+
Tool

Jarvis Registry

ConnectorsSecurityMonitoring

ascending-llc

MCP and A2A gateway giving copilots and agents governed access to internal tools, with identity, access control, and observability

a2aoauthgatewayauth

A+
Tool

Last30days Skill

Research

mvanhorn

AI-agent skill that researches a topic across social platforms and the web and synthesizes an engagement-ranked brief

social-mediadeep-researchtrend-analysissearch

A+
Framework

Metaflow

DeploymentCoding

Netflix

Human-centric framework designed to help scientists and engineers build and manage real-life AI and ML systems.

mlopsorchestrationkubernetesexperiment-tracking

A+
Platform

Omnigent

CodingSecurity

omnigent-ai

Open-source meta-harness that orchestrates Claude Code, Codex, Cursor, and custom agents behind one interface with policies and sandboxing

codexmulti-agentgovernancesandbox

A+
Tool

Open WebUI

Interface

open-webui

Self-hosted, offline-capable AI platform for Ollama and OpenAI-compatible models with RAG, tools, and multi-user access control

ollamaraglocal-firstopenai-compatible

A+
Tool

OpenJarvis

InferenceTraining

open-jarvis

Personal AI, On Personal Devices

productivitylocal-firstollamaclicron

A+
Tool

Phoenix

Monitoring

Arize-ai

Open-source AI observability platform for tracing, evaluating, and troubleshooting LLM and agent applications

observabilityevaluationllmopsrag

A+
Tool

Presidio

Coding

data-privacy-stack

SDK for detecting and anonymizing PII in text, images, and structured data using NER, regex, and rule-based recognizers

piianonymizationde-identificationnamed-entity-recognition

A+
Framework

Pydantic AI

Coding

pydantic

Python agent framework from the Pydantic team for building type-safe, model-agnostic generative-AI applications and workflows

pydantictype-safemulti-providerstructured-output

A+
Tool

Serena

Coding

oraios

On a large codebase, a coding agent reads whole files and edits by text match

mcp-serverlanguage-servercoding-agentdebugging

A+
Framework

Verifiers

Monitoring

PrimeIntellect-ai

Library of shareable RL environments and rubric-based verifiers for agents.

reinforcement-learningevaluation

A+
Tool

Watermarks Remover

Coding

guillaumemeyer

Strip multi-vendor AI provenance marks: Unicode text hygiene, statistical rewrite hooks, and C2PA/metadata from PNG/JPEG/SVG/PDF/DOCX/HTML/M

watermarkc2paprovenancesynthid

A+
Tool

ZenML

CodingDeployment

zenml-io

Framework for ML and LLM pipelines that run across any infrastructure with tracking and containerization

mlopsorchestrationdockermlflow

A+
Tool

Crawl4AI

Research

unclecode

Reliable, large-scale web extraction, now built to be drastically more cost-effective. than any of the existing solutions.

scraperagplaywrightdocker

A
Tool

Diffusers

Generative MediaInferenceTraining

huggingface

Library of pretrained diffusion models for generating images, audio, and 3D structures, for inference or training

diffusionstable-diffusionpytorchflux

A