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qualityD
maintenanceEnables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.
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"Tools and Systems for Math, AI, and Proof Verification with Bug Detection and Auto Fixing" matching MCP servers:
- AlicenseAqualityAmaintenanceHuman-in-the-loop automation framework. Log them in, watch them run.35758MIT
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.2MIT
- Alicense-qualityCmaintenanceEnables AI agents to discover and execute tools via a secure MCP server with JWT authentication, RBAC, rate limiting, and audit logging.1MIT
- Flicense-qualityDmaintenanceAn authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.6
- Flicense-qualityCmaintenanceA meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.6
Nova Act MCP Serverofficial
Alicense-qualityDmaintenanceExposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.80MIT No Attribution
FlowFlox Tools for Difyofficial
Flicense-qualityBmaintenanceProvides Dify apps with a secure, app-scoped MCP tool catalog and action gateway for authorized FlowFlox operations, enabling intent-driven planning and fixed operational processes without exposing global credentials.- Flicense-qualityCmaintenanceA plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.187
- AlicenseBqualityFmaintenanceExposes OpenClaw tools (web search, page fetching, browser automation, PDF analysis, messaging, inter-agent communication, Canvas) as MCP tools for ACP agents.71The Unlicense
- FlicenseBqualityDmaintenanceA Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.3
- Alicense-qualityDmaintenancelark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.37MIT
- Alicense-qualityAmaintenanceA passive MCP server that exposes a toolbox of executable tools (shell, network, HTTP, AI search, SSH, S3 file operations) to autonomous agents via Streamable HTTP, with strong security features including Docker sandboxing and WAF.2Apache 2.0
- Alicense-qualityAmaintenancePersistent MCP server runtime for progressively discovering and loading MCP, REST, and local CLI adapters, with host-side credentials and explicit confirmation for mutations.1,8891MIT
- Alicense-qualityCmaintenanceTransforms any API into an intelligent MCP agent in seconds, enabling natural language interaction with APIs through the Model Context Protocol.15Apache 2.0
- Flicense-qualityCmaintenanceA meta-MCP server that orchestrates tools from multiple MCP servers, enabling complex Python workflows with loops and conditionals.
- Flicense-qualityCmaintenanceEnables AI agents to execute tools securely with Docker isolation, tier-based permissions, and feature flags, providing a centralized tool registry and MCP server.
- Flicense-qualityCmaintenanceAn MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.2
- Flicense-qualityDmaintenanceA Python-based MCP server that provides coordinate conversion between latitude/longitude and UTM/TWD97, along with various civil engineering calculation tools for LLM and AI application integration.3
- AlicenseAqualityBmaintenanceMulti-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)2437769MIT