Sandbox
911 repos for tooling · Any agentClear
Epistates/
turbomcpstudio

A native desktop application for developing, testing, and debugging Model Context Protocol servers.

37

Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

909
damionrashford/
RivalSearchMCP

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

129
sdiehl/
sympy-mcp

A MCP server for symbolic manipulation of mathematical expressions

85
Erlemar/
dswok

A collection of notes on Data Science

33
peakmojo/
applescript-mcp

MCP server that execute applescript giving you full control of your Mac

464
SDGLBL/
mcp-claude-code

MCP implementation of Claude Code capabilities and more

304
metorial/
metorial-platform

The engine powering hundreds of thousands of MCP connections 🤖 🔥

220
1Panel-dev/
mcp-1panel

mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.

167

One Page Agent.The browser-native workbench that lives in One Page.

157

Goku is an HTTP load testing application written in Rust

148
RamKansal/
pentestMCP

pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetration testers.

96
jpicklyk/
task-orchestrator

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

205

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

803
PrefectHQ/fastmcpFrameworks & SDKs

🚀 The fast, Pythonic way to build MCP servers and clients.

28k
liwala/
sheal

self-healing and self-learning loop for coding agents

87

Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

6.9k