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Correct your agent once. It remembers next session — and we measure whether it actually stopped.

Composable AI Agents & Realtime Data Interfaces Powered by Model Context Protocol CA:0x7bfdb47ab24b6cb7017865431179e150d4bc4444

Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

⚠️ This project includes production-ready security features but is still under active development. While the security system provides robust protection, please review all operations carefully in...

The package provides two ways to connect AI applications to MCP servers on AWS:

This package provides a PHP SDK for the Model Context Protocol. The primary goal of this project is to provide both an MCP server and an MCP client using pure PHP, making it easy to use in...

Most MCP integrations for Unreal register every action as a separate tool. That floods the AI's context window with hundreds of tool names before you've asked a single question — and the actually...

mcpsnoop sits between your AI client and your MCP server and records every JSON-RPC frame they exchange, with no change to either side.

Your agents forget everything between sessions. MemMesh gives them durable, typed, searchable memory that lives on your machine — no vector database, no search cluster, no mandatory LLM calls.

ClaudeR - The Modern Researcher's Toolkit Connect a live R or Python session, in RStudio or Positron, to Claude Code, Codex, or any MCP-based LLM agent.

AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol.

Connect your coding agent directly to Roblox Studio. It can edit places, run Luau in live server and client contexts, start and stop playtests, and collect logs, screenshots, memory reports, and...

A Model Context Protocol server for Plane. Gives an AI agent tools to read and manage projects, work items, cycles, modules, releases, customers and more.

An MCP server to use with AI agents such as OpenCode, Mai, VSCode, Claude, CLION, ...

An MCP server that connects your AI assistant to HackerOne. It pulls your bug bounty history, program scopes, and report details into a local SQLite database, then exposes tools that let any...

MemoryMesh is an MCP server that gives AI models a structured, long-term memory in the form of a knowledge graph.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework for JupyterLab. It adds chat, inline edit, auto-complete, and an agent that can drive notebooks — backed by GitHub...

: This server only works on Windows operating systems due to its dependency on Windows-specific COM interfaces.

AI-native control of UniFi networks through the Model Context Protocol

Install it by asking your agent: "Install the Packet Tracer MCP from github.com/Mats2208/MCP-Packet-Tracer and set everything up for me."

This MCP Server is now deprecated and is no longer being maintained. I recommend you use the official Linear remote MCP server here: https://linear.app/changelog/2025-05-01-mcp (https://mcp.linear.

Devo tackles multi-step work with a , , and . Use the Desktop app or terminal TUI/CLI, powered by a local Rust runtime.

Use Claude, Codex, Cursor, VS Code, or any local MCP client to search, read, and send messages through the macOS Messages app.

This bridge implements Anthropic's discovery pattern with rootless security—reducing MCP context from 30K to 200 tokens while proxying any stdio server.