MCP Memory Server with PostgreSQL and pgvector for long-term memory capabilities

testing mcps

Cursor MCP

Interactive chat interface for natural-language querying of PostgreSQL with automatic SQL generation and schema-aware results.

TypeScript-based component exposing a URI-driven notes store with create_note and summarize_notes prompts to generate concise, structured summaries. Demonstrates core MCP concepts with plain-text notes accessible via note:// URIs and a simple, stateful storage model.

Extends context-based tooling with dynamic descriptions, request-context execution, multi-tenant support, and seamless FastAPI integration.

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

grounding lite mcp sample app

A guide on how to use the Amplitude MCP server

vault mcp server

A Model Context Protocol (MCP) server for NATS messaging system integration

A MCP server for Storybook.

Official Python SDK to orchestrate AI agents across multiple vendors, enabling chain-of-thought reasoning, built-in tools, and scalable workforce coordination.

Completely local LLM workflow engine for Obsidian with local RAG, MCP tool integration, and agent skills, preserving data privacy.

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

A swiss-knife MCP server for analysing PCAP files

Build production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.

Cross-platform patcher for enabling Claude Code --channels support on official binaries and installs.

MCP server for Google Antigravity image generation

一款可以赋予网页版AI LLM 调用MCP工具的能力的浏览器插件

管理skill和mcp

VSCode Extension for the Browser DevTools MCP Server which is a Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.

OpenClaw plugin that exposes MCP server tools as native agent tools

AI-powered Windows Event Log analyzer that learns from your feedback. Uses Claude AI with RAG to detect suspicious activity, improve accuracy over time, and share learnings across your team. CLI and MCP server interfaces.