Browse MCPs & Agents

Discovered from the MCP registry, GitHub, npm, and PyPI. Community listings are published by developers on this marketplace.

58 results

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N

netdata

80,154Go

The fastest path to AI-powered full stack observability, even for lean teams.

🐛Test & debugAI & ML
GitHub
M

mempalace

58,331Python

The best-benchmarked open-source AI memory system. And it's free.

🐛Test & debugAI & ML
GitHub
A

agentmemory

26,799TypeScript

1 Persistent memory for AI coding agents based on real-world benchmarks

🐛Test & debugAI & ML
GitHub
C

cua

Agent25,775HTML

Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data gene…

🐛Test & debugAI & ML
GitHub
P

pentagi

Agent24,798Go

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

🐛Test & debugAI & ML
GitHub
I

inspector

10,914TypeScript

Visual testing tool for MCP servers

🐛Test & debugDeveloper tools
GitHub
G

godot-mcp

5,583JavaScript

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and captur…

🐛Test & debugAI & ML
GitHub
A

ATLAS

2,077Python

Adaptive Test-time Learning and Autonomous Specialization

🐛Test & debugAI & ML
GitHub
A

awesome-hacking-lists

1,389

A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us t…

🐛Test & debugAI & ML
GitHub
G

Gearboy

1,205C++

Game Boy / Game Boy Color / Super Game Boy emulator, debugger with embedded MCP server for macOS, Windows, Linux, BSD an…

🐛Test & debugDeveloper tools
GitHub
M

Multi-Agent-CAD

Agent994Python

MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute

🐛Test & debugAI & ML
GitHub
A

android_world

Agent837Python

AndroidWorld is an environment and benchmark for autonomous agents

🐛Test & debugOther
GitHub
V

vllora

808Rust

Debug your AI agents

🐛Test & debugAI & ML
GitHub
D

DebugMCP

506TypeScript

Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.

🐛Test & debugAI & ML
GitHub
M

mcpmark

459Python

MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world…

🐛Test & debugAI & ML
GitHub
O

oracle3

Agent251Python

Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket ·…

🐛Test & debugAI & ML
GitHub
A

ai-agent-benchmark-compendium

Agent196

Compendium of over 50 benchmarks for evaluating AI agents, categorized into Function Calling & Tool Use, General Assista…

🐛Test & debugAI & ML
GitHub
S

skunit

181C#

skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and agents.

🐛Test & debugAI & ML
GitHub
D

decision-lab

Agent176Python

Run tested, autonomous agent workflows on your data for meaningful decision-making

🐛Test & debugData & Analytics
GitHub
M

mcp-use-ts

171TypeScript

mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP servers with UI widgets, and debug with…

🐛Test & debugAI & ML
GitHub
B

baro

112TypeScript

A CLI that turns a goal into a pull request - and a sandbox for testing concurrent AI coding agents on the Mozaik runtim…

🐛Test & debugAI & ML
GitHub
M

mcp-rest-api

101JavaScript

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact…

🐛Test & debugAI & ML
GitHub
P

PCLA

Agent93Jupyter Notebook

PCLA: A framework for testing autonomous agents in the CARLA simulator

🐛Test & debugDeveloper tools
GitHub
A

AgencyBench

Agent90Python

ACL2026 Main AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts

🐛Test & debugAI & ML
GitHub

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