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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.

1015 tools · showing 409–432

Tool

Codebase Memory MCP

CodingMemory

DeusData

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu

code-intelligencetree-sitterknowledge-graphsqlite

A
Harness

Continue

Coding

continuedev

Archived open-source coding agent shipped as a CLI, VS Code extension, and JetBrains plugin

idecli

A
Harness

DeepSeek-Reasonix

Coding

esengine

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

coding-agentclideepseektoken-optimization

A
Platform

Exo

InferenceDeployment

exo-explore

Open-source distributed inference runtime that pools everyday devices into one local cluster to serve frontier models behind an OpenAI-compatible API.

distributed-inferencedevice-clusteropenai-compatiblelocal-first

A
Tool

Fish Audio

VoiceGenerative Media

fishaudio

Real-time text-to-speech via Fish Audio's WebSocket API.

ttsvoice-cloningwebsocket

A
Tool

Hermes Browser Extension

Interface

abundantbeing

Browser-native side panel for Hermes Agent — connect web context to your local Hermes runtime.

pluginlocal-firstsidepanelmulti-agent-threads

A
Tool

Llamafile

Deployment

mozilla-ai

Packages an LLM and its runtime into one cross-platform executable file that runs locally with no installation

gguflightweightwhispercross-platform

A
Tool

LoopX

CodingMonitoring

huangruiteng

Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding a

control-planelong-horizonmulti-agentgovernance

A
Tool

MemSearch

MemoryCoding

zilliztech

memsearch is not another claim that agents “need memory.” That layer is already crowded. The useful design choice is the

ragmilvushybrid-searchsemantic-search

A
Tool

MinerU

Data Wrangling

opendatalab

Converts PDFs and Office documents into LLM-ready Markdown and JSON with layout analysis, OCR and structure extraction

productivitydocument-processingocr

A
Tool

mistral.rs

Coding

EricLBuehler

Rust LLM inference engine with multimodal support, automatic quantization, and OpenAI- and Anthropic-compatible serving

quantizationopenai-compatiblemultimodallora

A
Tool

Monolith

CodingConnectors

tumourlove

MCP plugin for Unreal Engine 5.7 & 5.8 — gives AI assistants full read/write access to Blueprints, Materials, Niagara, Animation, Mesh, AI,

unreal-enginegame-developmentmcp-serverblueprint-scripting

A
Tool

Munder Difflin

CodingMemory

chaitanyagiri

local multi-agent harness

multi-agentlocal-firstdesktoporchestration

A
Harness

NemoClaw

SecurityDeployment

NVIDIA

NVIDIA reference stack running OpenClaw, Hermes, or Deep Agents inside OpenShell sandboxes with managed inference and network policy

openshellsandbox

A
Tool

Octop

InterfaceConnectorsMemory

TencentCloud

A smarter, self-hosted AI assistant — multi-user, multi-agent.

productivitymulti-agentpersonasremote-controlbrowser-automation

A
Tool

OpenBiliClaw

ResearchMemory

whiteguo233

本地私有的跨平台 AI 内容发现 Agent——先深度理解你,再主动去 B站/小红书/抖音/YouTube/X/知乎/Reddit 找你会喜欢的内容。Local-first AI agent that learns who you are, then hunts content

content-discoveryrecommendationpersonalizationbilibili

A
Tool

OpenMed

Data WranglingSecurity

maziyarpanahi

On-device clinical NLP for biomedical entity extraction and HIPAA PII de-identification, running fully offline from phones to GPU servers

healthcareclinical-nlphipaapiion-device

A
Tool

Pi App

CodingInterface

justhil

An elegant GUI implementation of pi-agent

coding-agentdesktopsession-managementdiff-viewer

A
Tool

Pi Coding Agent

CodingInterface

dnouri

Emacs front end for the Pi coding agent, with a chat buffer and a separate editable prompt buffer

ideguimelpa

A
Tool

PixelRAG

MemoryResearch

StarTrail-org

The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

screenshot-retrievalvision-language-modelmultimodal-retrievalvector-db

A
Tool

QuantDinger

CodingMonitoring

OpenByteInc

Self-hosted AI trading platform for crypto, stocks and forex, from strategy generation through backtesting to paper and live execution

financemulti-agent

A
Tool

rLLM

TrainingQA

rllm-org

rLLM bolts RL onto agents you already wrote. verl, trlx, OpenRLHF make you rewrite the agent into their pipeline. A deco

reinforcement-learningagent-trainingsandboxdistributed-training

A
Framework

Ruflo

CodingMemory

ruvnet

Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI sys

multi-agentorchestrationragmcp-server

A
Tool

SkillOpt

Coding

microsoft

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, valid

promptskillself-improvementreflection

A