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

Catalogue

Tools

Submit a tool

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 361–384

Tools ×
Tool

WebLLM

Inference

mlc-ai

In-browser LLM inference engine running open models client-side on WebGPU with an OpenAI-compatible API

webgpubrowseropenai-compatiblejson-mode

A
Tool

Zotero MCP

MemoryData Wrangling

cookjohn

It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一

zoterocitation-managementliterature-reviewsemantic-search

A
Tool

Agent Toolkit for AWS

CodingDeployment

aws

Official AWS toolkit of MCP servers, skills and plugins that help coding agents build, deploy and manage AWS applications

cloudcdkskill

A
Tool

AgentRQ

Interface

agentrq

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents.

productivityhuman-in-the-looptask-managementreal-timemobile

A
Tool

Agenvoy

Coding

agenvoy

Make AI actually work for you - A personal agent that writes its own tools and repairs itself.

productivitytool-generationself-improvementsandboxlocal-first

A
Tool

AI DevKit

CodingMemory

codeaholicguy

The control plane for AI coding agents.

local-firstclicontrol-planememory-retrieval

A
Tool

AnimaWorks

CodingMemory

xuiltul

One of the hardest problems in multi-agent systems is forgetting. Most frameworks hoard context until the window explode

organization-as-codemulti-agentci-cdbrain-inspired-memory

A
Tool

Capa

CodingConnectors

infragate

Package manager for AI coding agents that declares skills, tools, rules, and MCP servers once and installs them into many agents

package-managergatewaycliskill

A
Tool

Codegraff

CodingQA

justrach

graff — a fast agentic coding harness in Zig: multi-provider, MCP, workflows, DGM evolution loop, TS/Python SDKs

A
Tool

Core

MemoryConnectors

RedPlanetHQ

Monday morning, the hard part is not opening Claude Code. It is knowing which ticket changed, which PR comment matters,

productivityassistantknowledge-graphtask-managementlocal-first

A
Tool

Exa

Research

exa-labs

Embeddings-based web Search, Contents, Answer and Agent APIs for retrieval inside agents; the separate Exa MCP server is already catalogued.

searchvector-dbrag

A
Tool

Figma-Context-MCP

CodingConnectors

GLips

MCP server that feeds coding agents simplified Figma layout and styling data to implement designs

figmadesign-to-codemcp-server

A
Tool

Flama

InferenceInterfaceConnectors

vortico

Ollama is fine for trying a model. vLLM becomes interesting when that model has to serve traffic: many users, agent work

openai-compatiblechatbotasgi

A
Tool

Future AGI

MonitoringQASecurity

future-agi

OpenTelemetry-based tracing and evaluation instrumentation for voice-AI applications.

telemetryevaluationguardrailsobservability

A
Tool

Ghidra MCP

SecurityCoding

bethington

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforceme

reverse-engineeringghidrastatic-analysismcp-server

A
Tool

Gortex

CodingMemory

zzet

Gortex indexes repositories into a code graph and tags each call edge with how it was resolved: name-only match, tree-si

code-intelligenceknowledge-graphtree-sittertoken-optimization

A
Tool

Hermes Workspace

InterfaceCoding

outsourc-e

Web command center for Hermes agents — chat, memory, skills, MCP, terminal, and tmux-backed swarm orchestration

multi-agenttmuxtask-managementcli

A
Tool

Kuna

SecurityCoding

Noelo-Lab

An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust and was originally ported from Ghidra.

reverse-engineeringghidracliwasm

A
Tool

LangChain MCP Adapters

ConnectorsCoding

langchain-ai

Connecting LLMs to external tools is usually a headache—custom integrations, API mismatches, endless maintenance. Model

langchaintool-callingsdk

A
Tool

LazyCodex

CodingMemory

code-yeongyu

The one and only agent harness for complex codebases. Project memory, planning, execution, and verified completion inside Codex.

coding-agentcodexproject-memoryplanning

A
Tool

Magnitude

Inference

magnitudedev

Your fully local, private agent. Runs models on your machine with its built-in inference engine. Works out of the box, on any hardware.

local-firstmodel-managementcli

A
Tool

Marionette MCP

Coding

leancodepl

MCP server that lets AI agents inspect and drive running Flutter apps — tap, type, scroll, and screenshot at runtime

flutterwidget-inspectionscreenshotmobile-testing

A
Tool

Memoria

Memory

matrixorigin

Agent memory mutates one shared store in place, so a wrong write or unresolved contradiction quietly corrupts what the a

versioned-memorytime-travelbranchingmatrixone

A
Tool

Moss

Memory

usemoss

Knowledge-retrieval service that injects semantic search results into an agent's LLM context.

ragsemantic-searchhybrid-searchlow-latency

A