# MCP server implementations

> Search results for `mcp server example` on awesome-repositories.com. 119 total matches; showing the first 50.

Explore on the web: https://awesome-repositories.com/q/mcp-server-example

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## Results

- [camel-ai/camel](https://awesome-repositories.com/repository/camel-ai-camel.md) (17,253 ⭐) — This project is a comprehensive framework for building and managing autonomous agent systems. It provides a unified architecture for orchestrating multi-agent societies, where specialized agents collaborate through roleplay to decompose and solve complex tasks. The system integrates language models with external environments, enabling agents to perform real-world actions through a standardized tool-calling abstraction layer.

The framework distinguishes itself through its focus on iterative reasoning and data reliability. It employs automated feedback loops to refine agent outputs and self-eva
- [dealexpress/mcp-server](https://awesome-repositories.com/repository/dealexpress-mcp-server.md) (1 ⭐) — MCP Server for DealX platform
- [airweave-ai/airweave](https://awesome-repositories.com/repository/airweave-ai-airweave.md) (6,453 ⭐) — Airweave is a unified AI knowledge base platform that syncs data from external APIs into a searchable layer for retrieval-augmented generation. It provides a pre-built data connector library and a framework for building custom connectors, enabling the extraction, transformation, and synchronization of structured and unstructured data from SaaS applications. The platform includes a hybrid vector retrieval system that combines semantic, neural, and keyword search strategies to deliver grounded context for AI agents.

The platform distinguishes itself through an agentic search engine that iterati
- [moonshotai/kimi-cli](https://awesome-repositories.com/repository/moonshotai-kimi-cli.md) (6,503 ⭐) — Kimi is a terminal-based AI agent that autonomously plans and executes software development tasks by reading, editing, and running code. It operates as an intelligent command-line agent that breaks down high-level goals into sequences of shell commands and code edits, carrying them out without manual step-by-step guidance. The agent can run in an interactive loop, switch to a shell mode for direct terminal command execution, and operate in non-interactive or one-shot modes suitable for scripting.

The project distinguishes itself through multiple integration and execution modes. It can run as
- [anomalyco/opencode](https://awesome-repositories.com/repository/anomalyco-opencode.md) (175,152 ⭐) — OpenCode is a framework for orchestrating autonomous AI agents within development environments. It provides a multi-tiered architecture where primary assistants manage user interaction while specialized subagents handle specific tasks like planning, research, and code generation. The system includes a comprehensive command-line interface for managing these workflows, configuring agent behavior, and defining custom tools or commands through metadata-rich files.

The platform features a modular plugin system and extensive integration support, including standardized protocols for connecting local
- [prefecthq/fastmcp](https://awesome-repositories.com/repository/prefecthq-fastmcp.md) (22,994 ⭐) — FastMCP is a Python framework designed for building servers that expose functions, resources, and prompts to AI models using the Model Context Protocol. It simplifies the development process by automatically deriving tool metadata, input schemas, and documentation directly from Python function signatures and type hints. The framework provides a unified container for managing these components, allowing developers to build modular applications that integrate seamlessly with AI assistants.

The project distinguishes itself through its support for interactive, server-defined user interface compone
- [routineco/mcp-server](https://awesome-repositories.com/repository/routineco-mcp-server.md) (4 ⭐) — This is the Routine Model Context Protocol (MCP) server.
- [infrawise/mcp-server](https://awesome-repositories.com/repository/infrawise-mcp-server.md) (0 ⭐) — Infrawise MCP server for Claude Code — Azure FinOps cost optimization
- [openhands/openhands](https://awesome-repositories.com/repository/openhands-openhands.md) (77,330 ⭐) — OpenHands is an autonomous agent framework designed for software engineering workflows. It provides a modular platform for orchestrating AI agents that reason, plan, and execute tasks within isolated, containerized development environments. By integrating with standard version control and development tools, the system enables agents to autonomously navigate codebases, implement features, and resolve issues through iterative reasoning and tool execution.

The platform distinguishes itself through a model-agnostic orchestrator that connects diverse language models to a unified tool registry. It
- [calcom/cal.com](https://awesome-repositories.com/repository/calcom-cal-com.md) (45,760 ⭐) — Cal.com is a comprehensive scheduling infrastructure platform designed to manage availability, booking workflows, and calendar synchronization across multiple users and external services. It provides a backend service for automated appointment scheduling, enabling the creation, confirmation, and management of booking lifecycles through a centralized state machine. The platform also offers embeddable user interface components that allow developers to integrate interactive booking experiences directly into third-party websites.

What distinguishes the platform is its extensible app ecosystem and
- [openclaw/openclaw](https://awesome-repositories.com/repository/openclaw-openclaw.md) (380,031 ⭐) — Openclaw is a platform for managing agent execution environments, providing the infrastructure to control agent lifecycles, session state, and workspace persistence. It features a centralized gateway that handles model loops, tool invocation, and streaming events, while supporting multi-agent routing and persistent memory management. The system is designed to normalize tool execution signatures and provide a standardized interface for cross-provider compatibility.

The platform includes extensive developer tooling, such as a command-line interface for workspace management, diagnostic logging,
- [fingerprintjs/fingerprintjs](https://awesome-repositories.com/repository/fingerprintjs-fingerprintjs.md) (27,334 ⭐) — Fingerprint is a visitor identification and fraud detection platform that generates persistent, unique identifiers by analyzing browser and device attributes. By extracting technical signals from the client environment, it enables reliable user tracking across sessions without relying on traditional cookies.

The platform distinguishes itself through its focus on high-accuracy identification and security-first architecture. It employs edge-side proxying to bypass ad-blockers and privacy restrictions, ensuring consistent data collection. To maintain data integrity, it uses cryptographic payload
- [harness/mcp-server](https://awesome-repositories.com/repository/harness-mcp-server.md) (73 ⭐) — This is the official repo for the Harness MCP server
- [microsoft/vscode-copilot-chat](https://awesome-repositories.com/repository/microsoft-vscode-copilot-chat.md) (9,493 ⭐) — This project is an AI-powered IDE extension and LLM coding assistant that provides a conversational interface for generating, refactoring, and debugging code. It functions as an AI agent framework and a Model Context Protocol client, connecting AI models to external data sources and tools to automate complex development tasks.

The system is distinguished by its use of autonomous AI agents capable of multi-step task execution, including the ability to read files, modify code, and run terminal commands iteratively. It supports recursive agent orchestration through subagent delegation and employ
- [webflow/mcp-server](https://awesome-repositories.com/repository/webflow-mcp-server.md) (132 ⭐) — Model Context Protocol (MCP) server for the Webflow Data API.
- [florinpop17/app-ideas](https://awesome-repositories.com/repository/florinpop17-app-ideas.md) (95,036 ⭐) — App-ideas is a development platform that integrates autonomous AI agents into local environments to orchestrate code review, automated fix application, and workflow management. It functions as a command-line interface that connects external AI assistants to your codebase, enabling iterative development cycles through plugin-based integration and natural language triggers.

The platform distinguishes itself through a robust static analysis engine that traverses syntax trees to enforce structural coding standards and identify violations. Users can define custom review rules, architectural prefer
- [postcardbot/mcp-server](https://awesome-repositories.com/repository/postcardbot-mcp-server.md) (4 ⭐) — MCP server for Postcard.bot — let AI agents send real printed postcards. Works with Claude, Cursor, Windsurf, and any MCP client.
- [formbricks/formbricks](https://awesome-repositories.com/repository/formbricks-formbricks.md) (12,391 ⭐) — Formbricks is an open-source survey and feedback platform designed to help teams capture and analyze user insights through targeted, in-app, and website-based interactions. It functions as a comprehensive customer experience analytics system that allows organizations to maintain full control over their data, user attributes, and survey workflows.

The platform distinguishes itself through its event-driven architecture, which enables precise behavioral targeting by triggering surveys based on specific user actions or application events. It supports deep integration with external ecosystems by a
- [affaan-m/ecc](https://awesome-repositories.com/repository/affaan-m-ecc.md) (221,981 ⭐) — ECC is an LLM agent orchestration framework and cross-platform AI tooling suite designed to coordinate multi-model workflows. It provides a system for managing specialized agent roles, reusable skills, and structured planning to execute complex software development tasks across different AI-powered code editors.

The project distinguishes itself as a Model Context Protocol manager, providing a configuration layer to integrate external servers and audit tool execution. It further implements an agentic security sandbox that restricts sensitive file access and scans for secret leakage to secure a
- [getsentry/xcodebuildmcp](https://awesome-repositories.com/repository/getsentry-xcodebuildmcp.md) (4,367 ⭐) — XcodeBuildMCP is a Model Context Protocol server and development tool bridge that provides AI agents with the ability to control xcodebuild, manage simulators, and automate the compilation and execution of Apple platform applications. It functions as a persistent daemon that proxies native IDE build and debug capabilities to external clients and agents.

The project distinguishes itself by using the Model Context Protocol to expose build and device management tools through a standardized interface. It implements specialized skill priming and instruction configuration to ensure AI agents can in
- [dubinc/dub](https://awesome-repositories.com/repository/dubinc-dub.md) (23,722 ⭐) — This project is a comprehensive link management and marketing attribution platform designed for creating, tracking, and analyzing shortened URLs. It functions as a centralized hub for marketing analytics, providing tools to monitor link performance, visualize conversion funnels, and manage affiliate programs through a unified dashboard.

The platform distinguishes itself by integrating advanced attribution modeling and partner management directly into the link infrastructure. It supports complex marketing workflows, including automated commission calculations, fraud detection, and payout distr
- [profullstack/mcp-server](https://awesome-repositories.com/repository/profullstack-mcp-server.md) (43 ⭐) — A generic, modular server for implementing the Model Context Protocol (MCP).
- [awslabs/diagram-as-code](https://awesome-repositories.com/repository/awslabs-diagram-as-code.md) (1,523 ⭐) — This project is a library for generating visual architecture diagrams and network topologies directly from infrastructure-as-code templates and configuration specifications. It functions as a programmatic interface that transforms infrastructure definitions into visual documentation, allowing users to maintain system diagrams as version-controlled text files.

The tool distinguishes itself through an automated layout engine that uses graph algorithms to calculate spatial positioning, connection routing, and link paths without manual coordinate configuration. It supports complex visual hierarch
- [punkpeye/awesome-mcp-servers](https://awesome-repositories.com/repository/punkpeye-awesome-mcp-servers.md) (89,264 ⭐) — This project serves as a centralized directory and interoperability hub for the Model Context Protocol, providing a curated collection of standardized service connectors that bridge artificial intelligence models with external software, databases, and APIs. It facilitates the integration of AI agents with diverse ecosystems by offering a registry of machine-readable interface definitions that enable dynamic tool discovery and structured context injection.

The directory distinguishes itself by focusing on the protocol-based interoperability required for autonomous AI agents to interact with he
- [wso2/fhir-mcp-server](https://awesome-repositories.com/repository/wso2-fhir-mcp-server.md) (123 ⭐) — FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
- [wazionapps/mcp-server](https://awesome-repositories.com/repository/wazionapps-mcp-server.md) (1 ⭐) — WAzion MCP Server - Connect AI agents to WhatsApp via WAzion API. Smart copilot, 24/7 automation, mass marketing.
- [github/docs](https://awesome-repositories.com/repository/github-docs.md) (18,951 ⭐) — GitHub Copilot is an AI-powered development platform designed to integrate large language models directly into coding environments. It functions as an interactive assistant and an agentic workflow orchestrator, enabling developers to automate code generation, perform automated code reviews, and execute complex, multi-step development tasks through natural language prompts.

The platform distinguishes itself through its autonomous agent capabilities, which allow for repository-level research, implementation planning, and code modifications across multiple files. It supports a modular architectu
- [crewaiinc/crewai](https://awesome-repositories.com/repository/crewaiinc-crewai.md) (53,687 ⭐) — CrewAI is a multi-agent orchestration framework designed for building autonomous systems that execute complex, multi-step workflows. It provides a development platform where specialized agents are defined with specific roles, goals, and tool sets to perform tasks collaboratively. By leveraging a declarative workflow engine, the system manages task dependencies, state transitions, and execution logic, allowing for the creation of structured, stateful sequences of operations.

The framework distinguishes itself through its hierarchical management capabilities, which utilize manager agents to coo
- [appwrite/appwrite](https://awesome-repositories.com/repository/appwrite-appwrite.md) (56,318 ⭐) — Appwrite is a backend-as-a-service platform that provides a unified development environment for building full-stack applications. It integrates essential infrastructure components—including authentication, databases, storage, and serverless functions—into a single, centralized interface to simplify application development and resource management.

The platform distinguishes itself through a container-based microservices architecture that ensures consistent execution across diverse infrastructure. It features a versatile connectivity layer that links frontend applications with third-party servi
- [browser-use/browser-use](https://awesome-repositories.com/repository/browser-use-browser-use.md) (100,229 ⭐) — Browser-use is a framework for building autonomous agents that navigate, interact with, and extract data from web interfaces using natural language instructions. By acting as an orchestration layer between large language models and browser automation protocols, it enables the execution of complex, multi-step workflows without relying on brittle selectors. The system functions as a headless browser controller, providing a programmatic interface to manage browser instances and execute granular interactions.

The project distinguishes itself through its ability to translate high-level intent into
- [qiniu/qiniu-mcp-server](https://awesome-repositories.com/repository/qiniu-qiniu-mcp-server.md) (36 ⭐) — 基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储、智能多媒体，直播服务等。
- [kilo-org/kilocode](https://awesome-repositories.com/repository/kilo-org-kilocode.md) (15,616 ⭐) — Kilocode is an autonomous engineering platform designed to orchestrate AI agents for complex software development tasks. It functions as a comprehensive system for automating coding, testing, and repository management by integrating directly with your codebase and terminal. The platform provides a unified gateway for model orchestration, allowing for the management of agentic workflows, event-driven automation, and persistent session state across distributed development environments.

The platform distinguishes itself through its federated task management and policy-based access control, which
- [yzfly/douyin-mcp-server](https://awesome-repositories.com/repository/yzfly-douyin-mcp-server.md) (1,118 ⭐) — 提取抖音无水印视频链接，视频文案，douyin-mcp-server，mcp，claude skill，支持龙虾
- [transitive-bullshit/agentic](https://awesome-repositories.com/repository/transitive-bullshit-agentic.md) (18,120 ⭐) — Agentic is a tool marketplace and management platform designed for the Model Context Protocol. It provides a gateway and proxy that enables the discovery, publishing, and distribution of vetted tools for agentic AI frameworks.

The platform specializes in Model Context Protocol monetization, allowing developers to transform services into paid products through integrated authentication, usage-based billing, and subscription management. It also includes a converter that transforms OpenAPI specifications into compatible protocol servers for use in AI workflows.

The system covers a broad range of
- [emdash-cms/emdash](https://awesome-repositories.com/repository/emdash-cms-emdash.md) (10,887 ⭐) — EmDash is an open-source content management system built on Astro that combines a visual admin panel with a plugin-driven architecture and server-side rendering. It provides a complete content management system with structured content modeling, a rich text editor using Portable Text format, and a TypeScript API for type-safe content queries. The system supports authentication through passkeys, OAuth 2.1, and external providers, with role-based access control and fine-grained permission scopes.

What distinguishes EmDash is its plugin development framework, which supports both native plugins ru
- [fastalertnow/mcp-server](https://awesome-repositories.com/repository/fastalertnow-mcp-server.md) (1 ⭐) — Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notifications directly through the FastAlert API.
- [iletimerkezi/iletimerkezi-mcp-server](https://awesome-repositories.com/repository/iletimerkezi-iletimerkezi-mcp-server.md) (1 ⭐) — iletiMerkezi MCP Server
- [anthropics/claude-code](https://awesome-repositories.com/repository/anthropics-claude-code.md) (132,728 ⭐) — Anthropic's terminal-native AI coding agent.
- [claude-code-best/claude-code](https://awesome-repositories.com/repository/claude-code-best-claude-code.md) (20,272 ⭐) — Claude Code is a command-line interface and multi-agent orchestration framework designed for autonomous software engineering. It enables AI agents to perform codebase modifications, debugging, and Git workflow management while coordinating multiple specialized agents to decompose and execute complex engineering tasks in parallel.

The system distinguishes itself through a high degree of isolation and safety, utilizing Git worktrees to create independent working directories for concurrent agents and implementing a tiered permission system that combines user rules, project policies, and OS-level
- [chakra-ui/chakra-ui](https://awesome-repositories.com/repository/chakra-ui-chakra-ui.md) (40,438 ⭐) — Chakra UI is a design system component library and styling framework that provides a foundation for building consistent, accessible web interfaces. It functions as a centralized theme configuration engine, using a design-token-driven architecture to manage visual properties like color palettes and spacing rules as a single source of truth across an entire application.

The framework distinguishes itself through a type-safe styling utility that automatically generates TypeScript definitions from theme configurations, ensuring accurate property referencing and editor autocompletion. It employs a
- [chaitin/pandawiki](https://awesome-repositories.com/repository/chaitin-pandawiki.md) (9,792 ⭐) — PandaWiki is an AI-powered wiki and knowledge base platform that integrates large language models to automate content creation and information retrieval. It functions as a retrieval-augmented generation system for building technical wikis, FAQs, and documentation sites that provide automated answers grounded in a private knowledge base.

The system acts as an enterprise knowledge bot, allowing the deployment of AI chatbots via web widgets and messaging applications like Discord. It further extends its operational capabilities by integrating with Model Context Protocol servers to connect the AI
- [integromat/make-mcp-server](https://awesome-repositories.com/repository/integromat-make-mcp-server.md) (161 ⭐) — Make MCP Server
- [loov/lensm](https://awesome-repositories.com/repository/loov-lensm.md) (3,697 ⭐) — lensm is a binary analysis tool and Go disassembler interface designed for navigating disassembled machine code, tracking function calls, and inspecting executable metadata. It specifically functions as a Go assembly viewer that visualizes compiled binary instructions alongside their original source code.

The project implements the Model Context Protocol to expose internal functions and source code as tools for external AI systems. This protocol-based analysis server enables the streaming of binary data and the management of server lifecycles to allow external tools to analyze logic.

The sys
- [cryptoradi/schemaflow-mcp-server](https://awesome-repositories.com/repository/cryptoradi-schemaflow-mcp-server.md) (9 ⭐) — SchemaFlow MCP Server
- [flutter/flutter](https://awesome-repositories.com/repository/flutter-flutter.md) (177,056 ⭐) — This project is a multi-platform UI framework designed for building applications that target mobile, web, and desktop environments from a single codebase. It utilizes a declarative paradigm where the user interface is defined as a function of application state, supported by a layered architecture that includes a high-performance rendering engine and a multi-platform compilation model.

The framework provides a comprehensive suite of developer tools, including hot reloading for real-time code injection and diagnostic utilities for monitoring application state and performance. It features a modu
- [amruthpillai/reactive-resume](https://awesome-repositories.com/repository/amruthpillai-reactive-resume.md) (38,613 ⭐) — This project is a web-based platform designed for creating, managing, and sharing professional resumes. It functions as a structured document builder that integrates artificial intelligence to assist with content generation, editing, and analysis. Users can maintain a collection of resumes, customize their visual presentation through various templates, and export them into multiple formats for job applications.

The platform distinguishes itself through its autonomous AI agent capabilities, which can perform research, suggest incremental edits, and apply data patches directly to documents. It
- [ultraworkers/claw-code-parity](https://awesome-repositories.com/repository/ultraworkers-claw-code-parity.md) (6,687 ⭐) — This project is a Rust-based AI agent framework and tool orchestrator that provides a command-line interface for interacting with large language models. It functions as an AI tool orchestrator that routes client requests to language servers and manages the planning and handoffs between specialized agents to solve complex tasks.

The system distinguishes itself as a language porting validator, using deterministic mocks and specifications to verify feature parity between different language implementations of a codebase. It further extends agent capabilities by acting as a Model Context Protocol
- [last9/last9-mcp-server](https://awesome-repositories.com/repository/last9-last9-mcp-server.md) (57 ⭐) — Last9 MCP Server
- [blynk-technologies/blynk-library](https://awesome-repositories.com/repository/blynk-technologies-blynk-library.md) (3,971 ⭐) — Blynk is an embedded device framework and IoT cloud connectivity library designed to establish secure, bi-directional communication between microcontrollers and a remote management platform. It provides the core identity of an IoT device management tool, enabling the synchronization of device states, remote hardware control, and the mapping of hardware data to cloud-based interfaces.

The project distinguishes itself through a virtual-pin system that decouples cloud communication from physical pins, allowing for hardware-independent data exchange. It also supports advanced architectural offloa
- [henryhaoson/yuque-mcp-server](https://awesome-repositories.com/repository/henryhaoson-yuque-mcp-server.md) (64 ⭐) — Yuque mcp server