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Write detections, investigate alerts, and query logs from your favorite AI agents

MCP server that extracts, chunks, embeds and stores PDF documents into a pgvector database for semantic search and RAG pipelines.

The ultimate OWASP MCP Top 10 security checklist and pentesting framework for Model Context Protocol (MCP), AI agents, and LLM-powered systems.

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

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

MCP server for interacting with polymarket

🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18.

A production-ready Model Context Protocol (MCP) server for Idira (formerly CyberArk) Privilege Cloud integration. Enables AI assistants and MCP clients to securely interact with privileged account man

A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interac

Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, auto Skill+AGENTS bootstrap, memory, GitNexus. npx -y mcp-probe-kit@latest

The Symfony MCP Profiler Bundle mimics the WebProfiler Bundle. It bridges the gap between Profiler data and your favorite MCP-enabled AI-powered IDE.

A Model Context Protocol (MCP) server that provides tools for querying SPARQL endpoints, with specialized support for NSF-funded Proto-OKN (Prototype Open Knowledge Network) knowledge graphs hosted on

A bridge between Streamable HTTP and stdio MCP transports

This server acts as a central hub for Model Context Protocol (MCP) resource servers.

Manage Proxmox VE through AI assistants

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.

API/MCP wrapper for RagAnything

A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL

Quickly reads webpages and converts to markdown for fast, token efficient web scraping

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

Agentic pipeline: GitHub releases → AI-powered PDF release notes → Discord. Built with MCP, FastAPI, Claude API, and ReportLab.

MCP Server for Remnawave Panel

The bridge for remote MCP — seamless OAuth, resilient auth recovery, production-grade reliability

MCP server for SSH and Serial port remote access

The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across thei

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

A Unified MCP Server Management App (MCP Manager).

Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without mod

🛡️ Automated security scanner for MCP (Model Context Protocol) servers — 52 rules for prompt injection, credential exposure, SSRF & tool poisoning. pip install mcp-safeguard

MCP server for AI-driven music score generation and manipulation. Natural language to notation via MusicXML + live MuseScore integration.

Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cross-platform system screenshots using native OS tools.

Quickly screenshots webpages and converts to an LLM friendly size

Model Context Protocol(MCP) SDK for Go

MCP Server for SearXNG

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

MCP server for interaction with Bitwarden.

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase directly from Claude AI! ✨

MCP server for Python code analysis with RUFF linting and VULTURE dead code detection

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB.

MCP Server with ArcGIS Pro Add-In

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI direct

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities

An MCP server for Azure DevOps

A Model Context Protocol server that provides access to BigQuery

专为 AI Agent 设计的轻量级社交接口 (Lightweight Bluesky MCP Server for AI Agents)

BrainFlow - Shared Team's Memory - Company Brain - MCP server documentation and setup guide

Cryptocurrency Market Data MCP Server

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

Query and Summarize your chat messages.

A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure a

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex

A developer-friendly MCP (Model Context Protocol) framework for Dart with annotations and code generation. Build MCP servers as easily as annotating methods with @MCPTool, @MCPResource, or @MCPPrompt

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities