Sandbox
3,789 repos
deepset-ai/
hayhooks

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

151
jlbadano/
ig-mcp
jlbadano/ig-mcpConnectors

A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.

183

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

224
sib-swiss/
sparql-llm

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

123
alexei-led/
k8s-mcp-server

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

213
jagan-shanmugam/
open-streetmap-mcp

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

224
aimasteracc/
tree-sitter-analyzer

Cross-language-safe code-intelligence MCP for AI agents -- 13 languages, family-gated call graph (CodeGraph 745 vs TSA 6 cross-language mis-wires, v1.21.0 same-session -- ~124x by count, ~390x by rate; re-verifying vs current develop). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.

49
rust-mcp-stack/
rust-mcp-schema

A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

76
ptbsare/
mcp-proxy-server

This server acts as a central hub for Model Context Protocol (MCP) resource servers.

193
szaffarano/
org-mcp-server

MCP server for org-mode and org-roam knowledge base management

42
ravitemer/
codecompanion-history.nvim

A history management extension for codecompanion AI chat plugin that enables saving, browsing and restoring chat sessions.

192
ravikiranvm/
aws-finops-mcp-server

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

183

Persistent memory for Claude Code — 3-5x longer sessions, 60-80% fewer wasted tokens. Branch-aware, self-healing, token-efficient.

45
MFYDev/
ghost-mcp

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.

229
Epistates/
turbomcpstudio

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

37
ShellyDeng08/
youtube-connector-mcp

MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.

71
yylo-dev/
roundtable

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

125