Sandbox
722 repos for β€œin” Β· ResearchClear

Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces

94

Metorial MCP Index - An ever growing list of open source MCP servers πŸ“ πŸŽ‰

281
infersports/
infersports-skill

InferSports Agent Skill β€” live Asian-priced football & basketball odds + scores. Read-only, keyless. Claude Code / Codex / OpenClaw.

33
agentii-ai/
agentii-investment-intelligence

Claude-type skills for institutional equity research β€” 25 AI agent skills with SEC filings, XBRL financials, earnings calendars, DCF/comps/LBO models, and PPT generation. Powered by agentii.ai data plane. Works with Claude Code, OpenCode, Codex, OpenClaw, Goose.

203
aisa-group/
skill-inject

Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

96
bahdotsh/
indxr

A fast codebase indexer and knowledge wiki for AI agents.

72
CesiumGS/
cesium-ai-integrations

Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.

89
Helweg/
open-codebase-index

Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.

190
wanshuiyin/
ARIS-in-AI-Offer
wanshuiyin/ARIS-in-AI-OfferTutorials & Guides

Bilingual (δΈ­ζ–‡+EN) ML / LLM / diffusion / agent interview cheat sheets for AI η§‹ζ‹› β€” generated by ARIS /interview-cheatsheet, rendered by /render-html into single-file HTML, reads anywhere β€” plus a CVβ†’DBLP-fact-checked academic homepage generator and hand-authored long-form blogs 🌱

473

Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.

214
agent-infra/
sandbox

All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.

5.9k

The automated approach leverages the cross-combination of high-quality papers from top conferences to uncover feasible research and innovation ideas. Through multi-level verification and convergence screening, it identifies research schemes that are feasible and have in-depth value.

89
RLabs-Inc/
memory

Memory server for llms that can be easily integrated to any client.

91
RLabs-Inc/
gemini-mcp

MCP Server that enables Claude code to interact with Gemini

218
jinhanbuilds/
brief-me

Turn complex AI analysis into consultant-style, visual, interactive decision briefings.

35

ARIS βš”οΈ (Auto-Research-In-Sleep) β€” Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in β€” works with Claude Code, Codex, OpenClaw, or any LLM agent.

16k
tandemai-inc/
rdkit-mcp-server

MCP server that enables language models to interact with RDKit through natural language

42
alexei-led/
spotinfo

CLI for exploring Spot instance pricing across AWS, GCP and Azure. Inspect Spot instance types, savings, price, and AWS interruption frequency β€” offline, from embedded data.

164
invariantlabs-ai/
mcp-streamable-http

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

131
UseOSINT/
Skills

28 OSINT Agent Skills that turn Cursor, Claude & AI coding agents into a full open-source intelligence platform β€” reconnaissance, attribution, GEOINT, breach checks & due diligence. Ethical, sourced, passive-first.

33