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A lightweight Ruby framework for implementing MCP (Model Context Protocol) servers with a Sinatra-like DSL.
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This README only covers basic development guide. For full documentation and tutorials on ACI.dev MCP servers please visit aci.dev docs.
Dáàn A Lightweight Language Model Client English | 中文
The open source framework to connect AI agents to tools and mcp with Code Mode
MCP for Ruby and RubyLLM, as easy as possible.
Fixed bugs in LibreOffice MCP tools. New model results added: Kimi-K2.5, Gemini-3.1-Pro, Claude-4.5-Sonnet, and Qwen3.5-Plus.
Claude Agent SDK Master 是一个**，作为 Proma 开源项目的前奏和技术基础，旨在：
tunnel-client is the customer-run agent behind Secure MCP Tunnel. It connects a private or localhost MCP (Model Context Protocol) server to ChatGPT, Codex, the Responses API, and AgentKit through an...
Composable AI Agents & Realtime Data Interfaces Powered by Model Context Protocol CA:0x7bfdb47ab24b6cb7017865431179e150d4bc4444
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Query CVEs, exploits and advisories enriched with CVSS, EPSS and exploitation status; assess your software, hosts and SBOMs for the vulnerabilities that affect them; and stream the whole graph for...
A tool to convert OpenAPI specifications to MCP (Model Context Protocol) server configurations.
SharpTools is a robust service designed to empower AI agents with advanced capabilities for understanding, analyzing, and modifying C# codebases. It leverages the .
Apollo MCP Server is a Model Context Protocol server that exposes GraphQL operations as MCP tools. It provides a standard way for AI models to access and orchestrate your APIs running with Apollo.
DeepContext is an MCP server that adds symbol-aware semantic search to Codex CLI, Claude Code, and other agents, giving them more precise context of even the largest codebases.
A Model Context Protocol (MCP) server for read-only Linux system administration, diagnostics, and troubleshooting on RHEL-based systems.
Nosia is a platform that allows you to run AI models on your own data with complete privacy and control.
MCP (Model Context Protocol) is an emerging standard for AI tools and resources. The standard is compatible with normal REST API servers, but adds extra metadata to describe tools, resources, and...
A unified proxy with true bidirectional protocol translation, error-classified failover, an MCP gateway with per-tool RBAC, pluggable guardrails, and a built-in admin dashboard — for OpenAI,...
A Model Context Protocol (MCP) server for integrating Google's Gemini 3 models with Claude Code, enabling powerful collaboration between both AI systems. Now with a beautiful CLI!
Model Context Protocol (MCP) server implementation for DataForSEO, enabling AI assistants to interact with selected DataForSEO APIs and obtain SEO data through a standardized interface.
— Security: removed child_process dependency entirely; debug endpoints now require auth; localhost guard on all LS RPC calls. See CHANGELOG.
v2 adds day-one support for the MCP 2026-07-28 spec revision; upgrading from v1 is covered by the Migration Guide. For the stable v1 code and documentation, see the 1.x branch.