Sandbox
808 repos for research · Any agentClear
Bauhinia-AI/
aivilization-claw

Bring your Agent like OpenClaw into AIvilization and let it live as a resident in a persistent AI town.

36
alibaba/zvecFrameworks & SDKs

A lightweight, lightning-fast, in-process vector database

16k
OpenBMB/UltraRAGFrameworks & SDKs

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

5.7k

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

3.8k
LycheeMem/
LycheeMem

Lightweight Long-Term Memory for LLM Agents.

1.1k
subnetmarco/
pgmcp

An MCP server to query any Postgres database in natural language.

539
1mcp-app/
agent

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

501
JesusRS1/
stock-trade-finance-api

Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP

140
afrise/
academic-search-mcp-server

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

117
TheRaLabs/
legion-mcp

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

94
sandst1/
remind
sandst1/remindConnectors

A memory layer for AI Agents

83
SJY051/
music-composition

Modular music-composition skill for AI assistants — harmony, melody, form, 24+ genres.

82
nickytonline/
dev-to-mcp

A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication.

45
idosal/git-mcpConnectors

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

8.4k
openags/
paper-search-mcp

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

2.6k
yomorun/yomoFrameworks & SDKs

🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

1.9k

Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.

1.7k
cinderline/
northcinder

Open-source MCP server for comparing products and asking the buyer before purchase.

1.2k
opentabs-dev/
opentabs

Browser automation clicks buttons. OpenTabs calls APIs.

937