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qualityEnables 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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"AI Agent Coder with Awareness of Various SDKs" matching MCP servers:
- -securityAlicense-qualityA Model Context Protocol (MCP) server that provides AI agents with comprehensive temporal awareness and time calculation capabilities.Last updated3MIT
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- AsecurityFlicenseBqualityIntegrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.Last updated5
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- AsecurityAlicenseAqualityZeroTrusted-ai PII Detection AgentLast updated1Apache 2.0
- AsecurityFlicenseBqualityAn MCP server that integrates Alibaba's DashScope platform, providing AI chat tools and resource access through both standard stdio and a web-based interface. It allows users to interact with DashScope large models within the Model Context Protocol ecosystem using TypeScript.Last updated1
- AsecurityFlicenseBqualityAn MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.Last updated32
- AsecurityFlicenseAqualityA multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.Last updated1234
- -securityAlicense-qualityMiddleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.Last updated334MIT
- -securityFlicense-qualityA utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.Last updated4
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- -securityFlicense-qualityProvides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and session tracking.Last updated1
- MIT
KeyID Agent Kitofficial
-securityFlicense-qualityProvides AI agents with a free, functional email address via the Model Context Protocol without requiring manual registration. It enables comprehensive email capabilities including sending, receiving, and managing messages, contacts, and automated settings.Last updated107618- AsecurityAlicenseAqualityChain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code rLast updated12924MIT
Agent Blueprintofficial
-securityFlicense-qualityCLI and MCP server for AI agent strategy and deployment. Read blueprints, business cases, implementation plans, and specs from your coding agent. 18 tools for listing, retrieving, downloading, and updating blueprints. Exports full implementation specs as Agent Skills directories.Last updated1,106- -securityFlicense-qualityA Multi-Agent Collaboration Protocol server that enables coordinated AI collaboration through task management, context sharing, and agent interaction visualization.Last updated1,219
- -securityAlicense-qualityArchive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.Last updated59
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- -securityFlicense-qualityEnables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.Last updated44
- -securityAlicense-qualityProvides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.Last updatedMIT
- -securityAlicense-qualityA task orchestration system for AI agent teams that provides a Kanban dashboard and 12 MCP tools to manage multi-step workflows with DAG dependencies. It enables agents to coordinate through task threads, automated retries, and real-time webhook notifications.Last updated19MIT
- AsecurityFlicenseBqualityEnables developers to generate beautiful, modern UI components through natural language descriptions. Integrates with popular IDEs to instantly create and customize React components inspired by 21st.dev's component library.Last updated43
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- -securityFlicense-qualityA production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.Last updated
- -securityAlicense-qualityEnables extraction of structured data from documents like invoices, receipts, and bank statements using local Vision AI (Ollama) or cloud providers (Gemini), with data stored in a local SQLite database.Last updatedMIT
- AsecurityAlicenseBqualityagent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenClaw, and any MCP-compatible tool. UUID-based authentication with per-user data isolation. Self-hostable with Docker.Last updated7MIT
- AsecurityFlicenseAqualityAgent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model toLast updated2527
- -securityFlicense-qualityMCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).Last updated51
- AsecurityFlicenseDqualityAn MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.Last updated112
- -securityFlicense-qualityA versatile Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices.Last updated23
- -securityFlicense-qualityEnables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.Last updated
- -securityFlicense-qualityAn AI-powered MCP server for analyzing Japanese legal contracts and identifying risks through a RAG-enhanced workflow. It enables clients to search legal knowledge, analyze clause risks, and generate automated contract review reports.Last updated
- -securityAlicense-qualityAn open-source MCP server that provides AI agents with secure access to read, search, and manage emails via Microsoft 365 and Gmail. It features security-first defaults like recipient allowlists and markdown content conversion to facilitate safe agent interaction with mailboxes.Last updated1Apache 2.0
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- -securityFlicense-qualityA proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.Last updated1
Log Analyzer with MCPofficial
-securityAlicense-qualityA Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.Last updated156Apache 2.0- Asecurity-licenseAqualityProvides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.Last updated4
