Sandbox
182 repos for llm · Connectors · ResearchClear
sib-swiss/
sparql-llm

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

123
lucasastorian/
llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

1.6k
ypollak2/
llm-router

Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain cuts costs 35-80%.

78
LycheeMem/
LycheeMem

Lightweight Long-Term Memory for LLM Agents.

1.1k

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

158

Universal provider proxy for OpenAI Codex & Claude Code — use any LLM (Claude, Gemini, Grok, DeepSeek, Ollama…) with Codex CLI, App, SDK, and Claude Code

14k
webworn/
openfoam-mcp-server

LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic questioning and expert error resolution

116
bsmi021/
mcp-file-context-server

A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

39

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

62k
1 add

An MCP server implementation enabling LLMs to work with new APIs and frameworks

46
RLabs-Inc/
memory

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

91
jagan-shanmugam/
open-streetmap-mcp

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

224

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

3.8k

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
yuezhiai/
jonex
yuezhiai/jonexConnectors

All-in-One Multimodal Parsing Engine + Ontology-Powered, LLM Wiki-Driven AI-Ready Knowledge Engine

1k

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

295
onebirdrocks/
ebook-mcp

A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

390
lmwilki/
civ6-mcp

An MCP server that lets LLM agents play Civilization VI.

172
MicrosoftDocs/
mcp

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

1.9k
netboxlabs/
netbox-mcp-server

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

225

One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

1.8k