Discover Exceptional MCP Servers

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

Official RollingGo Hotel Booking MCP Server. 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, star grade, guests & tags; pull real-time room types, pricing & cancellation rules.

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

A context engine that treats skills as software.

Read-only MCP server for Robinhood portfolio research

Durable, searchable memory of your past agent sessions.

Socratic method teaching skill for Claude Code — guides users to discover answers through questioning

Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration

Deep Skill Finder – Find the right Skill for every Agent task

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Open-source MCP server for comparing products and asking the buyer before purchase.

The unified workspace where open-source models get things done for you.

Data Analytics skills for BigQuery

From Java Dev to AI Engineer: Spring AI Fast Track

The semantic layer for software engineering: Connect code to meaning, build on understanding

Context-Engine MCP - Agentic Context Compression Suite

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

Better subagent experience for Codex and Claude users

Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Private by architecture.

AI agent skills for the personal operator's craft — decisions, research, second-brain, content rotation, scenario modeling, and meta-skills to author more. Works with Claude Code, Codex, Cursor.

Learn it. Build it. Ship it for others.