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Tools

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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.

772 tools · showing 673–696

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Tool

Harness Anything

InterfaceResearch

yb2460

Harness Anything - AI agent control hub: WPS, MS Office, Zotero, Photoshop, 47 CLI commands, 27 academic skills, SVG-to-PPTX

productivityoffice-automationzoterocomputer-useacademic-writing

C
Tool

Hermes Labyrinth

Monitoring

stainlu

Read-only Hermes dashboard plugin mapping agent journeys as ordered crossings with redacted exports

observabilitydashboard-pluginredactiongovernance

C
Tool

Laconic

Coding

GabrielBarberini

A 300-word brevity skill that makes coding agents answer tersely, cutting output tokens

token-optimizationprompt

C
Tool

AgentBrain

Memory

LightHaru

🧠 Brain-inspired cognitive architecture plugin for AI agents — persistent memory, evolving personality, neurochemistry-driven mood, learnin

cognitive-architecturepersonalityemotion-modelinglocal-first

C
Tool

Claude Token Optimizer

Coding

nadimtuhin

CLI that restructures project docs so Claude Code loads a minimal file set at session start

clitoken-optimizationdocs

C
Tool

GitMCP

CodingConnectors

idosal

Remote MCP server that turns any GitHub repository or Pages site into a live documentation source for AI coding assistants

docsgithubidemcp-server

C
Tool

Inter-1

Inference

Signals API over an omni-modal model that detects confidence, frustration, engagement and nine more cues from video

multimodalsocial-signalsemotion-detection

C
Tool

Ref

ResearchCoding

ref-tools

MCP server that searches public and private library docs and returns only the relevant tokens to a coding agent.

docstoken-optimizationcoding-agent

C
Tool

SimWorld

QA

SimWorld-AI

SimWorld now lets you drop Clawbot agents into a virtual city and watch what happens. They wake up, commute, run errands

simulationunreal-engineroboticsevaluation

C
Tool

Document Structuring

Data WranglingMemoryCoding

barnetwang

Parses PDF and DOCX files by heading into Markdown chunks in a local SQLite FTS5 store for RAG retrieval

local-firstragsqlitehybrid-search

C
Tool

OpenGoat

Coding

marian2js

Hierarchical organizations of OpenClaw agents with managers delegating to specialists on other coding tools

multi-agenttask-managementcliorchestration

C
Tool

Sentrux

Coding

sentrux

Sentrux scores your codebase's architectural health while coding agents edit it. Pure Rust, tree-sitter across 52 langua

static-analysistree-sittermcp-server

C
Tool

724 Office

MemoryConnectors

wangziqi06

724-office runs a full AI agent loop in 3,500 lines of pure Python with three dependencies. Three-layer memory, MCP inte

productivitywecomassistantsqlitecron

C
Tool

Hermes Agent Self-Evolution

CodingQA

NousResearch

Evolves Hermes Agent skills and prompts with DSPy and GEPA, gated by tests and human PR review

dspygepapromptpull-request

C
Tool

Hermes Plugins

MonitoringSecurityCoding

42-evey

23 Hermes Agent plugins covering autonomy, observability, cost control, safety screening, and memory

token-optimizationtelemetryprompt-injectionmqtt

C
Tool

Moondream

Inference

m87-labs

Small open-source vision-language model with a local server and client SDKs for VQA, captioning, pointing and object detection in agent pipelines.

vision-language-modelimage-captioningobject-detectionmultimodal

C
Tool

MultiTown

CodingQA

w1u2d3i4

Code-only runtime toolkit for cost-aware multi-agent organization and control

multi-agentorchestrationsimulationreplay

C
Tool

Skill Autoshorts

ConnectorsGenerative Media

Upload-Post

Agent skill that cuts long vertical videos into short clips with a chat approval step, then schedules them to TikTok, Instagram, and YouTube

videoproductivitytiktokinstagramyoutubeffmpeg

C
Tool

Hermes Local Memory

Memory

smarzola

Local-first SQLite memory provider for Hermes Agent, inspected and maintained by the agent through explicit tools

sqlitelocal-firstconsolidationfts5

C
Tool

Kindalive

Coding

smithandrewjohn

Robot emotions through simulated neurochemistry — shown on an LED dot-matrix face.

roboticsled-displayemotionalollama

C
Tool

Pal MCP Server

CodingInference

BeehiveInnovations

MCP server that lets one coding CLI orchestrate multiple models and spawn isolated CLI subagents within a shared context

multi-providercli-bridgemulti-agentmcp-server

C
Tool

AgentGUI

InterfaceMonitoring

eth-medical-ai-lab

Desk-based GUI to observe and steer teams of AI research agents running on Hermes or the Claude Agent SDK

desktop-guiresearch-agentsmulti-agentdocker

C
Tool

Browser Harness JS

InterfaceDeployment

browser-use

The thinnest possible bridge from the LLM to Chrome — every CDP method as a typed JS call.

browser-automationwebsocketchrome

C
Tool

Sift Kg

Research

juanceresa

CLI that extracts entities and relationships from documents into a knowledge graph with human-approved deduplication

knowledge-graphclientity-extractiongraphml

C