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sourcey

sourcey

This tool generates static HTML documentation from various sources, including MCP server definitions, OpenAPI specifications, and Markdown guides.

This MCP server provides a full-stack Java enterprise management platform for Xiaozhi ESP32 smart hardware, integrating various AI models for voice interaction and device control.

Provides real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis databases via an MCP server.

Connects AI agents to industrial IoT devices via an MCP gateway, enabling agents to act on physical devices, collect data, and manage them safely.

This MCP server and CLI tool prevents AI agents from hallucinating by verifying every claim against ground truth with evidence, preserving context across sessions.

An open-source AI agent harness in native Rust, offering GUI, CLI, and webapp, supporting MCP, skills, plugins, and agent teams.

A Game Boy/Color emulator with an embedded MCP server, enabling AI agents to debug and develop for these classic systems.

magic

polterguy

This tool generates instant, secure full-stack applications and AI agents from plain English, running on your hardware, and functions as an MCP server exposing endpoints to agents like Claude and Cursor.

This MCP server provides a model-neutral coding runtime for any AI agent, enabling safe execution of code, file management, and Git operations within a confined workspace.

An MCP server that gives AI coding agents efficient access to up-to-date documentation for APIs, services, and libraries.

A local MCP server and CLI providing coding agents with a persistent, Git-versioned map of the entire codebase for long-term context.

A secure MCP runtime that enables AI agents to operate local machines, remote servers, and containers with multi-device orchestration.

This desktop MCP client allows AI agents to orchestrate and integrate various LLM APIs from different vendors.

This MCP server enables AI agents to connect and interact with MongoDB databases and MongoDB Atlas Clusters, offering both direct marketplace plugins and local server setup options.

MassGen is an open-source multi-agent scaling system that allows AI agents to collaborate, reason, and iteratively refine complex tasks, installable as a skill for various coding agents.

An AI skill and MCP toolkit for agent-driven desktop CAD automation, enabling AI agents to control SolidWorks and verify execution results.

A No-Code FinOps automation platform with an MCP server that helps organizations reduce cloud costs and streamline financial operations.

This SQL-based framework allows AI agents to query, provision, and operate Cloud, SaaS, API, and MCP resources using standard SQL commands.

This is a curated, community-driven list of Model Context Protocol (MCP) servers, tools, frameworks, and clients for AI agents.

This Python framework enables developers to build custom MCP servers and tools with features like authorized tool calling and secure secret management.

This MCP server enables AI agents to interact with Neo4j databases using natural language, supporting Cypher query generation and knowledge graph memory operations.

A command-line MCP client that lets you or your agent call any MCP server's tools, resources and prompts from the shell, with OAuth and persistent sessions.

A security-oriented runtime that executes WebAssembly Components via MCP, providing browser-grade isolation for AI agent tools.

An MCP server that provides a structured thinking journal with persistent sessions, revisions, and branching for complex reasoning.