Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly.io. 9 tools for deploy status, logs, environment variables, rollback, and health checks across all platforms. Free tier
Manage pfSense firewalls through AI assistants — firewall rules, DHCP leases/reservations, DNS overrides, gateway monitoring, ARP table, and service management. 17 tools with two-step confirmation for
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-archit
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
MCP server implementation for PythonAnywhere cloud platform.
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.
ClickHouse database integration with schema inspection and query capabilities
MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config `uv` setup and a ready-to-use Claude Desktop config example.
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
Coding agent with basic read, write and command line tools.
List and terminate OS processes via natural language queries
Command line interface with secure execution and customizable security policies
A fully-featured coding agent that relies on symbolic code operations by using language servers.
Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
Trust infrastructure for AI agents — register DIDs, verify identities, query reputation scores, rate agents, manage W3C Verifiable Credentials, and handle USDC credit deposits on Base.
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.
A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks