Sandbox
210 repos for โ€œmcp-toolsโ€Clear
metosin/
mcp-toolkit
metosin/mcp-toolkitFrameworks & SDKs

a lib to build MCP clients and MCP servers in Clojure(script)

40

Share the same project justfile tasks with your AI Coding Agent.

46
deepset-ai/
hayhooks

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

151

Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools

45
SecretiveShell/
MCP-Bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

930
Kong/
volcano-agent-sdk
Kong/volcano-agent-sdkFrameworks & SDKs

๐ŸŒ‹ Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools โ€” in just a few lines of TypeScript.

404

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

12k
arukaraz/
synthseek

Self-hosted music discovery library manager with modern web UI, MCP tools and more...

49
CelestoAI/agentorFrameworks & SDKs

Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

205
spring-ai-community/
spring-ai-playground

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow โ€” cross-platform desktop app powered by Spring AI.

137
gradion-ai/
ipybox

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

73

MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.

375

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

6.3k
silenceper/
mcp-k8s

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

151
CesiumGS/
cesium-ai-integrations

Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.

89
strausmann/
mcp-dockhand

MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools

38
OpenEvident/
vindicate

A local-first Playwright test automation toolkit for AI coding agents (Cursor, Claude Code, Copilot), with MCP tools for codegen, browser control, and recordings.

46
kooshi/
SharpToolsMCP

A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

223
db-lyon/
ue-mcp
db-lyon/ue-mcpConnectors

Complete Unreal Engine development toolkit exposed as MCP tools.

324