Sandbox
993 repos for mcp-server · Claude CodeClear

Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.

74
withqwerty/
football-docs

Searchable football data provider documentation for AI coding agents. Like Context7 for football data.

66
oraios/
serena
oraios/serenaConnectors

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

29k
matlab/
matlab-agentic-toolkit

The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

1k
tinyfish-io/
agentql-mcp

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

179
freema/
mcp-design-system-extractor

MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

69

AI-powered company knowledge MCP. Unified place for internal policies, values, documentation, and governance. Agents can search, cite, and answer questions using real company docs.

46
google/
mcp-security

MCP servers for Google SecOps, GTI, SOAR, and SCC.

524
seuros/
action_mcp
seuros/action_mcpFrameworks & SDKs

Rails Engine with MCP compliant Spec.

120
KyuRish/
mcp-dashboards

Turn your data into interactive dashboards inside any AI client - MCP Apps powered

45

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

596
groovyBugify/
aws-security-mcp

A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

84
mcpware/
logoloom

AI-powered logo design → SVG → full brand kit. Free, local, MCP-native.

38
DomDemetz/
claude-soul

Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory

88
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
mondaycom/vibeFrameworks & SDKs

🎨 Vibe Design System - Official monday.com UI resources for application development in React.js

675
eiondb/eionConnectors

Shared Memory Storage for Multi-Agent Systems

159
jackculpan/
flightclaw

Track flight prices from Google Flights with this OpenClaw skill. Search routes, monitor prices, and get alerts when prices drop.

72
MarcusJellinghaus/
mcp-workspace

MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.

49