Sandbox
327 repos for context · ResearchClear
joe960913/
Jixu

Durable single-Agent Harness for TypeScript: recoverable Threads, context continuity, explicit side effects, and a native TUI.

100
Elkhn/
mcp-playground

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

46
netboxlabs/
netbox-mcp-server

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

225
rcontesti/
IB_MCP

This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

140
Epistates/
turbomcpstudio

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

37
cablate/
mcp-google-map

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

449
marcomoauro/
substack-mcp

A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with Substack's API for automations like creating posts, managing drafts, and more.

71

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

1.3k

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

94
grafana/
loki-mcp

An MCP ( Model Context Protocol ) Server for Grafana Loki

169
FalkorDB/
FalkorDB-MCPServer

FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB

41
edricgsh/
Readwise-Reader-MCP

A Model Context Protocol (MCP) server for the Readwise Reader API, built with TypeScript and the official Claude SDK.

47
wquguru/
harness-books
wquguru/harness-booksTutorials & Guides

📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev

3.1k
MCP-Manager/
MCP-Checklists
MCP-Manager/MCP-ChecklistsTutorials & Guides

A set of MCP security checklists and guides for agents and MCP servers.

196
ratel-ai/ratelFrameworks & SDKs

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

434
sparkplug604/
praxis
sparkplug604/praxisFrameworks & SDKs

Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

56
invariantlabs-ai/
mcp-streamable-http

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

131
qdrant/
mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

1.5k
Cyreslab-AI/
shodan-mcp-server

A Model Context Protocol server that provides access to Shodan API functionality

47