Sandbox
257 repos for protocol · ResearchClear
tinyfish-io/
agentql-mcp

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

179
Nikunj2003/
LLaMa-MCP-Streamlit

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

43
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

MCP server for enabling LLM applications to perform deep research via the MCP protocol

368

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

75
MCP-Manager/
MCP-Checklists
MCP-Manager/MCP-ChecklistsTutorials & Guides

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

196
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