# MCP Server Inspector and Debugger

> Search results for `inspector and debugger for MCP server development` on awesome-repositories.com. 119 total matches; showing the first 50.

Explore on the web: https://awesome-repositories.com/q/inspector-and-debugger-for-mcp-server-development

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## Results

- [modelcontextprotocol/inspector](https://awesome-repositories.com/repository/modelcontextprotocol-inspector.md) (8,721 ⭐) — The inspector is a diagnostic and validation tool for the Model Context Protocol. It provides an interactive interface and a transport proxy to discover, inspect, and execute the tools, prompts, and resources provided by an MCP server.

The project serves as a debugger and compliance tester to verify that server implementations adhere to the protocol specification and JSON-RPC standards. It allows for real-time monitoring of message exchanges and logs between clients and servers across various transport layers, such as standard input/output and Server-Sent Events.

The tool covers a broad rang
- [dealexpress/mcp-server](https://awesome-repositories.com/repository/dealexpress-mcp-server.md) (1 ⭐) — MCP Server for DealX platform
- [hashicorp/terraform](https://awesome-repositories.com/repository/hashicorp-terraform.md) (48,720 ⭐) — Terraform is a declarative infrastructure-as-code tool designed to manage the lifecycle of cloud and on-premises resources. It functions as a workflow engine that reconciles a defined desired state against real-world infrastructure, using a persistent state-tracking layer to maintain consistency and visibility across distributed environments. By mapping infrastructure components into a directed acyclic graph, the system calculates the optimal order for provisioning, updating, or destroying resources.

The platform is distinguished by its extensible plugin-based architecture, which decouples co
- [segment-boneyard/nightmare](https://awesome-repositories.com/repository/segment-boneyard-nightmare.md) (20,003 ⭐) — Nightmare is a multi-purpose automation workflow orchestrator designed to streamline development and operational tasks through a unified command-line interface. It functions as a comprehensive toolkit for managing browser automation, cloud infrastructure, serverless function lifecycles, and distributed messaging streams.

The project distinguishes itself by consolidating disparate development utilities into a single environment. It provides specialized frameworks for programmatic web browser control, the transformation of vector graphic assets into accessible user interface components, and the
- [hypothesi/mcp-server-tauri](https://awesome-repositories.com/repository/hypothesi-mcp-server-tauri.md) (238 ⭐) — A Model Context Protocol (MCP) server and plugin for Tauri v2 development
- [adobe/brackets](https://awesome-repositories.com/repository/adobe-brackets.md) (33,033 ⭐) — Brackets is an extensible JavaScript IDE and front-end code editor specifically designed for authoring HTML, CSS, and JavaScript. It serves as a web development text editor that provides a specialized environment for building websites.

The editor is distinguished by its live preview capabilities, which render code changes in a browser in real time for immediate visual feedback. It further supports front-end workflows through inline style editing and the ability to synchronize code changes across multiple browser windows for cross-browser testing.

The project includes a wide range of developm
- [zalmoxisus/redux-devtools-extension](https://awesome-repositories.com/repository/zalmoxisus-redux-devtools-extension.md) (13,460 ⭐) — This project is a state management inspector and debugging tool for Redux. It provides a browser-based interface for inspecting and modifying application state and actions in real time, serving as an action logger and time travel debugger to troubleshoot application logic.

The tool allows users to navigate a chronological history of state changes to replay previous versions of the application or skip specific actions. It also functions as a remote monitoring bridge, streaming Redux state and actions from non-browser environments to a centralized debugging interface.

The capability surface in
- [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.
- [fex-emu/fex](https://awesome-repositories.com/repository/fex-emu-fex.md) (6,896 ⭐) — FEX is an emulator that executes 32-bit and 64-bit x86 binaries on ARM64 hardware. It functions as a binary translation framework that converts guest machine code into host instructions using a JIT compilation engine and a persistent code cache.

The project features a Vulkan graphics wrapper that translates OpenGL and Vulkan API calls to native host drivers, enabling cross-architecture graphics rendering. It includes a dedicated root filesystem manager for downloading, mounting, and switching between compressed filesystem images required for guest application environments.

The system provide
- [gitbookio/gitbook](https://awesome-repositories.com/repository/gitbookio-gitbook.md) (28,902 ⭐) — Gitbook is a documentation-as-code platform designed for centralized technical knowledge management. It functions as a knowledge management system that synchronizes documentation files directly with version control repositories, allowing teams to maintain content alongside their source code.

The platform distinguishes itself through an integrated artificial intelligence layer that provides context-aware search assistance and automated content suggestions. By utilizing block-based content modeling, it enables the construction of structured, modular documentation that can be compiled into stati
- [jhen0409/react-native-debugger](https://awesome-repositories.com/repository/jhen0409-react-native-debugger.md) (10,460 ⭐) — React Native Debugger is a standalone developer application for inspecting and debugging JavaScript runtimes in mobile applications built with React Native. It provides a dedicated interface to monitor the runtime state, network requests, and console logs of a remote mobile environment.

The tool integrates specialized inspectors for Redux state management and GraphQL client debugging, allowing for time-traveling state transitions and the analysis of queries, mutations, and local cache. It also features a component hierarchy viewer for visualizing and modifying UI properties in real time.

Bro
- [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
- [harness/mcp-server](https://awesome-repositories.com/repository/harness-mcp-server.md) (73 ⭐) — This is the official repo for the Harness MCP server
- [civitai/civitai](https://awesome-repositories.com/repository/civitai-civitai.md) (7,158 ⭐) — Civitai is a platform for generative media creation and AI model distribution. It provides a centralized service for producing images, videos, audio, and music, while serving as a repository where users can share, discover, and browse custom model weights and fine-tuned adaptations.

The platform distinguishes itself through a provider-agnostic orchestration layer that manages multi-step generation pipelines and complex workflows across different backends. It integrates with autonomous AI agents and editors via the Model Context Protocol, allowing external tools to access generation pipelines
- [webflow/mcp-server](https://awesome-repositories.com/repository/webflow-mcp-server.md) (132 ⭐) — Model Context Protocol (MCP) server for the Webflow Data API.
- [lynx-family/lynx](https://awesome-repositories.com/repository/lynx-family-lynx.md) (14,464 ⭐) — Lynx is a cross-platform mobile framework designed to build applications using web technologies that render as native components. It functions as a native UI rendering engine, translating web-based layout and styling instructions into platform-specific views to ensure efficient performance and minimize layout recalculations.

The framework utilizes a multi-threaded rendering pipeline that separates application logic from the UI thread, supported by incremental reconciliation to update only changed view elements. It employs just-in-time bytecode execution to optimize JavaScript performance and
- [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
- [reduxjs/redux-devtools](https://awesome-repositories.com/repository/reduxjs-redux-devtools.md) (14,336 ⭐) — Redux DevTools is a development utility designed for inspecting, monitoring, and replaying state changes within applications built using the Redux predictable state container. It functions as a JavaScript state inspector that tracks data flow and visualizes action sequences to assist in identifying logic errors during the development process.

The tool provides time-travel debugging capabilities, allowing developers to navigate through recorded action sequences to isolate specific application states. By capturing state transitions as a sequential log, it enables the reproduction of past applic
- [infrawise/mcp-server](https://awesome-repositories.com/repository/infrawise-mcp-server.md) (0 ⭐) — Infrawise MCP server for Claude Code — Azure FinOps cost optimization
- [puppeteer/puppeteer](https://awesome-repositories.com/repository/puppeteer-puppeteer.md) (94,811 ⭐) — Puppeteer is a browser automation library that provides a programmatic interface for controlling web browsers to execute tasks, simulate user interactions, and perform end-to-end testing. It functions as a headless browser controller, managing browser lifecycles, isolated session contexts, and remote connections to facilitate stable, automated web-based workflows.

The library distinguishes itself through its deep integration with the Chrome DevTools Protocol, utilizing a bidirectional message bus to execute commands and receive real-time event notifications. It supports advanced automation pa
- [teradata/teradata-mcp-server](https://awesome-repositories.com/repository/teradata-teradata-mcp-server.md) (51 ⭐) — The community development of a MCP server for a Teradata database
- [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
- [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
- [profullstack/mcp-server](https://awesome-repositories.com/repository/profullstack-mcp-server.md) (43 ⭐) — A generic, modular server for implementing the Model Context Protocol (MCP).
- [supermonster003/autojs6](https://awesome-repositories.com/repository/supermonster003-autojs6.md) (5,352 ⭐) — AutoJs6 is an Android automation framework and JavaScript runtime designed to automate user interface interactions and system tasks on mobile devices. It functions as a UI automator that inspects screen hierarchies and manipulates on-screen controls via selectors to automate manual workflows.

The project includes an Android script compiler that bundles automation scripts into standalone APK files for distribution. It also provides a remote debugging tool that creates a network-based bridge between a mobile device and a desktop IDE for writing and testing scripts.

The framework covers a broad
- [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
- [debugg-ai/debugg-ai-mcp](https://awesome-repositories.com/repository/debugg-ai-debugg-ai-mcp.md) (77 ⭐) — Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms.
- [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
- [motherduckdb/mcp-server-motherduck](https://awesome-repositories.com/repository/motherduckdb-mcp-server-motherduck.md) (491 ⭐) — Local MCP server for DuckDB and MotherDuck
- [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
- [phpredis/phpredis](https://awesome-repositories.com/repository/phpredis-phpredis.md) (10,219 ⭐) — phpredis is a C-based native extension that bridges PHP applications with Redis servers for high-performance data storage and retrieval. It serves as an interface for manipulating strings, hashes, lists, sets, and sorted sets while providing a direct path for executing Redis commands and server-side scripts.

The extension provides comprehensive support for distributed environments and high availability. It interfaces with Redis Cluster to distribute data across multiple nodes using hash slots and manages Redis Sentinel for service discovery and automatic failover. It also enables shared state
- [schema-inspector/schema-inspector](https://awesome-repositories.com/repository/schema-inspector-schema-inspector.md) (503 ⭐) — Schema-Inspector is a simple JavaScript object sanitization and validation module.
- [anthropics/claude-code](https://awesome-repositories.com/repository/anthropics-claude-code.md) (132,728 ⭐) — Anthropic's terminal-native AI coding agent.
- [mcp-use/mcp-use](https://awesome-repositories.com/repository/mcp-use-mcp-use.md) (10,137 ⭐) — mcp-use is a development framework designed for building, deploying, and managing servers, clients, and autonomous agents using the Model Context Protocol. It provides a comprehensive toolkit for creating servers that expose custom tools, data resources, and prompts to compatible AI agents.

The project distinguishes itself by offering a complete lifecycle for protocol-based applications, including a dedicated hosting platform for production servers and a compliance validator to ensure servers meet marketplace publishing requirements. It also features an observability suite for tracing protoco
- [routineco/mcp-server](https://awesome-repositories.com/repository/routineco-mcp-server.md) (4 ⭐) — This is the Routine Model Context Protocol (MCP) server.
- [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
- [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
- [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.
- [mrexodia/ida-pro-mcp](https://awesome-repositories.com/repository/mrexodia-ida-pro-mcp.md) (5,620 ⭐)
- [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
- [kashiwabyte/vikingdb-mcp-server](https://awesome-repositories.com/repository/kashiwabyte-vikingdb-mcp-server.md) (4 ⭐) — a mcp server for vikingdb store and search
- [modelcontextprotocol/typescript-sdk](https://awesome-repositories.com/repository/modelcontextprotocol-typescript-sdk.md) (12,674 ⭐) — This project provides a TypeScript software development kit for the Model Context Protocol, a standard designed to facilitate bidirectional communication between AI applications and external data sources or tools. It serves as a foundational framework for building both clients and servers, enabling language models to interact with external systems through a unified, decoupled interface.

The SDK distinguishes itself by implementing a transport-agnostic connection layer that supports both local standard input-output streams and remote HTTP endpoints. It utilizes a JSON-RPC message bus to manage
- [jordineil/mcp-databricks-server](https://awesome-repositories.com/repository/jordineil-mcp-databricks-server.md) (50 ⭐) — MCP Server for Databricks
- [modelcontextprotocol/servers](https://awesome-repositories.com/repository/modelcontextprotocol-servers.md) (87,320 ⭐) — The Model Context Protocol is a standardized communication framework designed to connect language models to external data sources, functional tools, and interactive user interfaces. It provides a vendor-neutral interface layer that enables AI hosts to discover and execute capabilities across heterogeneous service environments, using a JSON-RPC based messaging standard to facilitate bidirectional communication between clients and servers.

The protocol distinguishes itself through a robust capability-based handshake that negotiates feature sets during session initialization, ensuring compatibil
- [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
- [cs01/gdbgui](https://awesome-repositories.com/repository/cs01-gdbgui.md) (10,338 ⭐) — gdbgui is a web-based graphical frontend and visualizer for the GNU Debugger. It serves as a compiled language debugger that provides source-level inspection for C, C++, Go, Rust, and Fortran.

The project acts as a remote debugging interface, providing a secure web portal for connecting to and controlling GDB sessions over a network. It distinguishes itself by offering a browser-based environment to visualize call stacks and data structures for programs running via the GNU Debugger.

The interface covers program execution control and breakpoint management, featuring graphical variable inspect
- [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
- [integration-app/mcp-server](https://awesome-repositories.com/repository/integration-app-mcp-server.md) (38 ⭐) — MCP Server for Membrane
- [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
- [localstack/localstack-mcp-server](https://awesome-repositories.com/repository/localstack-localstack-mcp-server.md) (23 ⭐) — MCP Server for LocalStack