frameworks.md

🧰 Frameworks

Toolkits, SDKs, starter templates, or code frameworks designed to help developers easily build MCP-compliant servers or applications.

• actionhero/keryx: Fullstack TypeScript framework for MCP and APIs on Bun. One Action can serve HTTP, WebSocket, CLI, background tasks, and MCP tools with OAuth 2.1 and streaming support. npm package: keryx. MIT.

• us-all/mcp-toolkit - Shared library for MCP server authors with token-efficient defaults: category toggles, extractFields response slimming, search-tools meta-tool, ToolRegistry, and runtime helper supporting stdio + Streamable HTTP transports.

• askbudi/roundtable: Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface, built on FastMCP framework.

• johnhenry/hackernews-mcp: A template for creating new MCP servers with features like sandboxed JavaScript execution and debug logging.

• CristianCiubancan/YO-mcp: A CLI tool for quickly setting up an MCP server using FastMCP with dual transport support and TypeScript integration.

• macchen-yu/HSIPL_auto_fastmcp: Facilitates the setup and development of MCP servers using Python and uv on Windows PowerShell.

• RoryMB/Make_MCP: Facilitates the creation of custom MCP servers with integration support for Claude Desktop.

• trilogy-group/oneroster-ts: A TypeScript SDK offering a type-safe interface for interacting with the 1EdTech OneRoster API, also deployable as an MCP server for AI applications.

• larryhudson/figma-mcp-server: A template for building MCP servers with TypeScript, designed to facilitate integration with AI assistants and external tools.

• php-mcp/laravel: Seamlessly integrates the PHP MCP Server package into Laravel, enabling applications to expose MCP tools, resources, and prompts with ease.

• php-mcp/server: A PHP library facilitating the creation of MCP-compliant servers, enabling seamless integration of PHP applications with AI tools and external systems.

• kenken64/mcp-server-java: A Java-based MCP server designed for seamless integration with Claude Desktop applications.

• RemoteMCP/Remote-MCP: Facilitates seamless remote communication and centralized management of model contexts through a type-safe MCP protocol.

• isuyashpatel/yox-modelcontextprotocol: Facilitates the setup and configuration of MCP servers using Node.js for streamlined integration.

• tobiassteidle/Spring-Boot-Sample-MCP-Server: A Spring Boot-based server that facilitates AI model interactions through the Model Context Protocol, offering seamless integration and enhanced capabilities for AI assistants like Claude.

• deepanshu-rawat6/Spring_MCP_Server: A Spring Boot application serving as an MCP server to expose information about Deepanshu Rawat through AI-powered tools.

• xRadne/mcp-example: Demonstrates creating an MCP server using Express.js and the MCP SDK with real-time communication via Server-Sent Events.

• idsulik/todo-mcp-server: A minimal Todo application utilizing MCP for managing and interacting with tasks, serving as a practical demonstration of MCP server capabilities.

• larryhudson/mcp-server-template: A TypeScript template for creating MCP servers, facilitating integration with AI assistants and external tools.

• sinkect/unity-mcp-for-editor: Enhances Unity editor integration with VSCode IDEs by providing tools for executing menu items, managing game objects, and running tests via an MCP server.

• sinkect/unity-mcp-for-server: Facilitates the integration of Unity with MCP through a Node.js server, enabling seamless communication and debugging within the Unity Editor.

• necto-pro/jira-mcp-server: A TypeScript-based MCP server implementing a notes system with resources, tools, and prompts for note management and summarization.

• jdelon02/chat-orchestrate: A versatile MCP server built with mcp-framework, enabling the creation and integration of custom tools for enhanced functionality.

• Whaleylaw/pydanticai_mcp_neo4j: Integrate AI agents with MCP servers using Pydantic AI for seamless tool access and dynamic discovery.

• ivorpad/ynab_mcp: A versatile MCP server built with mcp-framework, enabling the creation and integration of custom tools for enhanced functionality.

• Yordi23/mcp-playground: Facilitates seamless task execution and communication within the Cursor environment.

• Bamo-alt/kam-mcp-server: A Model Context Protocol server utilizing the mcp-framework, designed for creating and managing point, line, and surface-based elements.

• Yantha6/handsome-server-python: A Python-based MCP server featuring a who_is_handsome function that returns a friendly message.

• johnnyrootio/hello-world-mcp: A minimal FastMCP-based server demonstrating core MCP concepts with tools, resources, and prompts, integrated with Uvicorn for production readiness.

• vincent-pli/openapi-mcpserver-generator: A command-line tool that generates MCP server code from OpenAPI specifications, facilitating seamless integration between APIs and LLMs.

• mgd1984/cursor-rules: Facilitates the integration of Cursor Rules MCP server for consistent development guidance in Next.js applications with TypeScript.

• wewei/skill-set: A Model Context Protocol server built with mcp-framework, enabling the creation and integration of custom tools for enhanced functionality.

• shibryo/local-mcp-server: A personal MCP server setup guide using Go for local development.

• StanLee12/get-ip-mcp-server: Provides IP information retrieval capabilities using the MCP framework.

• purinx/figma-mcp-neo: A practical MCP server implementation for Figma, leveraging the mcp-framework to facilitate tool development and integration.

• honjo2/simple-mcp-server-python: A minimalistic MCP server implementation in Python, designed for easy setup and testing.

• intellygentle/monad-covFi-mcp: Monad-covFi-mcp facilitates the setup and execution of MCP servers using Node.js, with integration capabilities for Claude and environment configuration.

• chipkent/test-dh-mcp: Demonstrates the setup and operation of a Deephaven Core MCP server using FastMCP, with examples for tool registration and client-server interaction.

• zaki9501/monad-sse-mcp: A Monad SSE-based MCP server built with Next.js, designed for seamless integration and deployment on Vercel with Redis support.

• RajanGit86/mcp-test: A customizable MCP server built with mcp-framework, allowing for the addition and execution of various tools.

• TomCools/mcp-4-tf-quickstarts: Facilitates modifications to Timefold Quickstarts using a Quarkus-based MCP server.

• 302ai/302_custom_mcp: A customizable MCP service enabling tool selection and flexible configuration for diverse needs.

• johnhenry/mcp-server-template: A template for creating new MCP servers with sandboxed JavaScript execution and debugging capabilities.

• Streamline-TS/mcp-runner: A Rust library for managing and interacting with Model Context Protocol servers, offering JSON-RPC communication and tool management.

• dawsonlp/BaseMcpServer: A minimal Docker-based foundation for building MCP servers using the MCP Python SDK, supporting both HTTP+SSE and stdio protocols.

• flyingcloud-code/mcp: A simple demo showcasing an MCP server and client implementation using an openrouter model, featuring tools for date, weather, and web content retrieval.

• damesek/minimal-mcp-example: A minimal Clojure server plugin for Claude, showcasing the integration of simple tools using the Model Context Protocol.

• hyen43/mcpServer: A Model Context Protocol server built with mcp-framework, featuring customizable tool development and integration with Claude Desktop.

• light4/mcp-server-sequentialthinking: Facilitates dynamic problem-solving through structured sequential thinking, supporting step-by-step analysis and hypothesis generation.

• bnbpassport/mcp-toolkit: A modular framework for AI-driven identity systems, enabling secure management of decentralized identities and verifiable credentials through a configurable MCP server.

• BioforestChain/plaoc-mcp: Facilitates the development and deployment of Dweb applications with integrated MCP services using the Plaoc CLI.

• shiwenbin1617/sequential_thinking: The repository provides a framework for structured problem-solving through sequential thinking, enabling dynamic thought adjustment and branching capabilities.

• ferrants/mcp-streamable-http-typescript-server: A TypeScript-based MCP server starter kit featuring streamable HTTP transport and session management.

• bdx0/mcp-ddg-server: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• kyoofus/dani-mcp-sse-server: A configuration-free tool for exposing FastAPI endpoints as MCP servers, utilizing FastAPI-MCP for seamless integration.

• keylium/simple-mcp-server: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• ubaumann/mkdocs-mcp: Integrates an MCP server into the MkDocs workflow, providing a custom script to manage the build process and server launch.

• MaxParisotto/iggy-mcp-server: A TypeScript-based MCP server implementing a simple notes system with tools for note creation and summarization.

• nlxai/mcp-nodejs-server: A Node.js server implementation for handling tool requests and API communication using the NLX framework.

• dannegm/dnn-mcp-labs: A sandbox for experimenting with Model Context Protocols to enhance model capabilities with dynamic context awareness.

• PhungXuanAnh/mcp-server: A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access to tools and data sources for LLMs.

• coding-w/spring-mcp: A Spring Boot-based MCP server implementation that integrates with LLMs to enhance applications with external data access and tool invocation capabilities.

• shcallaway/agi-house-hackathon-mcp-server: A versatile MCP server scaffold designed for customization with additional tools and functionalities, compatible with Claude Desktop.

• Sirjoshodevelops/sequentialthinking: Facilitates dynamic problem-solving through structured, step-by-step thinking processes.

• aaronccasanova/mcp-template: A minimal template for quickly setting up an MCP Server with various configuration options for different environments.

• gpsandhu23/jester: Jester is a Python-based MCP server showcasing basic protocol functionality with example tools like greeting and version information.

• Senthil185/cadquery-mcp: Facilitates remote control of CadQuery's parametric 3D modeling through a standardized API, enabling programmatic CAD operations.

• Hurukawa2121/docker-mcp-server-template: A Docker template for deploying MCP servers with customizable configurations.

• Yoshida24/preset-mcpserver-python: A Python-based template for developing MCP servers using fastmcp, designed to streamline dependency management with uv.

• jakesimonds/MCP-Dash-Demo: FastMCP provides a streamlined, Pythonic interface for building and managing MCP servers, enabling developers to create tools, expose resources, and define prompts with minimal boilerplate.

• phamhung075/mcp-server: A TypeScript-based server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• iaalm/rongda-mcp-server: Facilitates the setup and execution of the Rongda MCP server with customizable environment variables.

• Bloomingg/simple-mcp-server: A TypeScript-based MCP server featuring a simple echo tool for message repetition, designed for integration with MCP clients like Claude Desktop.

• nazonoa/go-mcp-calculator-demo: A Go-based MCP server demo utilizing SSE mode for calculator operations.

• hungry557/fastmcp-demo: Showcases the creation of a basic MCP server using the FastMCP framework with TypeScript, featuring tools for arithmetic operations and weather queries.

• lefrog-dont-code/mcp-docs-server: A TypeScript-based MCP server that provides access to the complete MCP documentation, compatible with Claude Desktop and other MCP clients.

• nguyendinhsinh361/fastapi-mcp: Effortlessly convert FastAPI endpoints into MCP tools with zero configuration, enabling seamless integration and deployment.

• rajaravindp/serpScoop: SerpScoop offers a basic yet functional MCP server setup, allowing seamless integration with various clients.

• wrtnlabs/mcp-bundler: Facilitates bundling and managing multiple MCP servers, including Figma and Notion API integrations, with support for various modes like stdio, SSE, and InMemory.

• zinja-coder/MCP-Server-Development-Workshop: A workshop guide for developing and configuring an MCP server using FastMCP and Claude Desktop Client.

• POcodingWER/mcp_server-algorithm: Implements an algorithm-focused MCP server with stdio and SSE test server capabilities.

• siri1410/mcp-template: Integrates AI code editors and agents with browsers for monitoring, debugging, and auditing web applications.

• TJC-LP/fast-mcp-scala: A developer-friendly Scala 3 library for building MCP servers with ZIO-based effect handling and seamless Java SDK integration.

• magicuidesign/mcp: Magic UI's official MCP server offers a suite of tools for UI component management and animation effects.

• itsAnanth/frappe-mcp-python: A Python-based MCP server utilizing dynamic tool registration for seamless integration with Claude Desktop.

• madosuki/example-mcp-server: A Clojure-based stdio MCP server utilizing the Java SDK for integration with Claude desktop configurations.

• NikoMix/mcp-server-azdo: Facilitates seamless integration with Azure DevOps Services API for efficient file operations, repository management, and advanced search capabilities.

• tanjibpa/mcp-server-demo: A demo MCP server for managing organizations and devices with distance calculation using PostgreSQL.

• aicoders-academy/ai-guards: AI Guards offers a framework for AI-driven development, integrating seamlessly with MCP-compatible tools to standardize code planning, review, execution, and verification processes.

• kentwalters/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.

• yossiKrauze/knot-api-mcp: Facilitates AI assistants' interaction with KnotAPI services through a Model Context Protocol integration.

• ZachF-ops/fastapi_mcp: Effortlessly transform FastAPI endpoints into MCP tools with automatic discovery and zero configuration.

• azproduction/mcp-reactnative-directory: Facilitates seamless interaction with the React Native Directory API through a JSONRPC-driven MCP server, enabling efficient library search and retrieval.

• alexissinglaire/mcptools-fabric: Node.js server facilitating AI Prompt operations through the Model Context Protocol.

• wenb1n-dev/easyMcp: Facilitates rapid development of extensible MCP server frameworks with support for stdio and SSE modes.

• antymijaljevic/python-mpc-server-sample: A Python-based MCP server for managing and summarizing sticky notes using the Model Context Protocol SDK.

• owenliang/mcp-sse-python: Facilitates real-time data streaming from websites using Server-Sent Events (SSE) with MCP integration.

• ralf-boltshauser/mcp-typescript-server-starter: A TypeScript starter project for building MCP servers with an echo server implementation, supporting both STDIO and SSE communication modes.

• qianping-sara/mcpframework-http-server: A robust MCP server built with mcp-framework, designed for seamless integration and tool development.

• tenntenn/deepgo: Facilitates deeper exploration of the Go ecosystem by providing tools to retrieve Go proposal meeting minutes, release notes, and the latest Go version.

• takunagai/mcp-server-boilerplate: A foundational implementation for quickly building custom MCP servers with practical tools and extensions.

• tidewave-ai/mcp_proxy_elixir: Facilitates the connection of STDIO-based MCP clients to HTTP (SSE) based MCP servers using a proxy escript.

• warpdev/mcp-hub-mcp: A hub server that connects and manages multiple MCP servers, facilitating tool execution and management beyond Cursor's limitations.

• hyukkyulee-scllab/MCP_test: A Python-based MCP server using fastmcp to generate personalized greeting messages.

• llcdj/Figma-Context-MCP-main: Enable AI-powered coding tools to access and utilize Figma design data efficiently for accurate one-shot design implementations.

• pdm-project/template-mcp-server: A Python-based MCP server template using PDM, designed for integration with Claude Desktop.

• aurda012/cursor10x-mcp: A comprehensive memory system for Cursor using MCP, enabling AI assistants to retain and recall project context for enhanced development workflows.

• Falkicon/mcp-fabric-ux-system: Acts as an expert source for the Fabric UX System, enabling AI clients to access and query up-to-date information through semantic search over local documentation.

• lotharschulz/mcp-server-rust: A Rust-based MCP server integrated with a client for local execution and configuration with Claude Desktop.

• facexiang/active_mcp: A Ruby on Rails engine that seamlessly connects Rails applications to AI tools using the Model Context Protocol.

• Falkicon/mcp-server-template: A TypeScript boilerplate for building MCP servers with stdio/http support, logging, Docker, and testing capabilities.

• devyhan/mcp-swift-example-server: A Swift-based server utilizing the Model Context Protocol for communication via stdio, featuring a custom echo tool and integration with Claude Desktop.

• ynml/storybook-variant-mcp-test: A TypeScript-based server implementing a simple notes system with resources, tools, and prompts for managing and summarizing text notes.

• alexandredavi/mcp-webmvc-server: A Spring Boot-based MCP server providing weather forecasts and alerts via WebMVC and STDIO transports.

• zhixiaoqiang/antd-components-mcp: Facilitates LLMs in querying and understanding Ant Design components through a dedicated MCP server.

• jeasonstudio/zan-mcp-server: Facilitates seamless blockchain interaction for AI assistants by providing a Model Context Protocol server tailored for ZAN.top node services.

• RedSiamese/sitter_tree_mcp: Sitter Tree MCP leverages Tree-sitter to parse code into XML syntax trees, enhancing large language models' ability to analyze and understand code structures.

• SamllPigYanDong/revit_mcp: Facilitates seamless interaction between Claude AI and Autodesk Revit through a WebSocket-based MCP server, offering real-time model data access and robust error handling.

• garymengcom/serper-mcp-server: Facilitates Google Search integration for LLMs using the Serper API.

• purinx/chadcn-figma-mcp: Integrates Figma designs with shadcn/ui components using MCP to bridge AI agents and the Figma API for accurate design implementation.

• bertvanbrakel/mcp-cadquery: Facilitates CadQuery script execution and model management via MCP, offering both HTTP SSE and Stdio modes for client integration.

• Guidogl/autodesk-mcp: Facilitates interaction with Autodesk Platform Services through a Model Context Protocol server, focusing on the Model Derivative API.

• kenrollins/langchain-mcp-client: A framework that connects LangChain with MCP servers, optimized for local LLMs through Ollama.

• mediar-ai/mcp-rust-sdk: A Rust-based MCP server example utilizing newline-delimited JSON stdio transport for testing and debugging purposes.

• moekiorg/active_mcp: Integrate Model Context Protocol capabilities into Rails applications, enabling seamless AI tool connectivity.

• gendl/gendl-mcp: Facilitates AI-assisted generative engineering design by bridging Claude AI with the Gendl knowledge-based engineering system.

• SongJunSub/SpringMCP: Facilitates context-aware prompting by integrating external data sources with LLM applications using the Model Context Protocol.

• lukaskai/mcp-new: Facilitates AI-driven voice calls using Twilio and OpenAI for real-time audio processing and interaction.

• anht3889/cucumber-studio-mcp: Integrates Cucumber Studio with AI assistants for managing BDD scenarios and projects through a Model Context Protocol server.

• QuantGeekDev/mcp-framework-starter: A starter template for building MCP servers using the mcp-framework, featuring customizable tool development and seamless integration with Claude Desktop.

• windymelt/mcp-scala: A Scala-based MCP server offering JSON Schema derivation and stdio transport for tool execution.

• Othentic-Labs/avs-mcp-example: Facilitates AI-driven task execution and verification on the AVS network with real-time blockchain data access.

• minimind-org/mcp-server-typescript-template: A TypeScript template for building MCP servers with custom tools and operations, facilitating communication between AI models and external tools.

• hakxel/mantine-ui-server: Facilitates interaction with Mantine UI components through documentation, generation, and theme utilities.

• jianliao/create-swc-vite-react-app: A CLI tool for creating React applications with Vite and Spectrum Web Components, featuring MCP support for seamless AI assistant integration.

• TomokiIshimine/dify-mcp-server: Facilitates seamless integration with Dify Workflow through the Model Context Protocol, supporting multiple API keys for enhanced tool management.

• nazar256/combine-mcp: An MCP aggregator that integrates multiple MCP servers into a unified interface, overcoming limitations of client-side server connections.

• eaddingtonwhite/momento-mcp: Facilitates interaction with Momento services through a Model Context Protocol server, supporting key-value operations with optional TTL.

• narumiruna/max-mcp: Facilitates interaction with the MaiCoin MAX Exchange through a comprehensive MCP server implementation.

• tikoehle/mcp_server: Facilitates weather data retrieval through a simple MCP server-client setup using Python and UV tools.

• yWorks/mcp-typescribe: Facilitates LLMs in dynamically accessing and understanding new TypeScript APIs through real-time contextual information.

• pietrozullo/mcp-use: MCP-Use is an open-source library that facilitates connecting any LLM to MCP tools, enabling the creation of custom agents with tool access for tasks like web browsing and file operations.

• yutashx/openapi-mcp-server: Generates an MCP server from an OpenAPI specification, enabling AI models to interact with API endpoints.

• huangdijia/hyperf-mcp-demo: Demonstrates building and managing microservices using the Hyperf framework's MCP components with annotation-based tool exposure.

• Yash-Kavaiya/mcp-server-templates: Provides templates for building versatile MCP servers tailored for AI assistants like Claude, facilitating interaction with external tools and data sources.

• yasunoritani/v8ui: A custom MCP server enabling natural language control of Max environments through Claude Desktop, enhancing creative workflows in music and multimedia production.

• InnoGE/laravel-mcp: A Laravel package facilitating the development of MCP servers, enabling seamless communication between Laravel applications and AI assistants through a standardized API.

• dnakov/frida-mcp: Facilitates AI-driven interaction with applications via Frida's dynamic instrumentation toolkit, leveraging the MCP protocol.

• go-tapd/mcp: A versatile MCP server for managing Tapd workspaces with STDIO and SSE support.

• Qiulock/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• shinkeonkim/e-gonghun-mcp: Facilitates access to the records and reports of independence activists through a dedicated MCP server for the National Veterans Affairs electronic archive.

• ronangrant/mcp-framework: A TypeScript framework offering a streamlined approach to building MCP servers with automatic discovery of tools, resources, and prompts, alongside flexible transport and authentication options.

• vertile-ai/next-mcp-server: Enhance LLMs' comprehension of Next.js applications by analyzing and extracting detailed API route information.

• tarasyarema/prodex-js: Prodex-js elevates coding experiences with component-level prompts and vision integration, enabling seamless interaction with visual elements on the screen.

• WesternConcrete/jfk-mcp: Leverages the Archives API to query JFK documents efficiently.

• leehack/mcp_dart: A Dart SDK for implementing MCP servers and clients, facilitating integration between LLM applications and external data sources.

• luebken/mcp-testbed: A testbed for experimenting with tool calling across multiple MCP servers.

• kyopark2014/mcp: A comprehensive guide to implementing a RAG application using MCP with LangChain integration, leveraging AWS Lambda for seamless API access.

• RGGH/python360: A Python-based MCP server offering a note storage system with summarization and note management capabilities.

• connor-roberts/tsmcp: A TypeScript-based MCP server that sends greeting messages to httpbin.org and integrates seamlessly with Claude for Desktop.

• getrupt/ashra-mcp: Facilitates integration with Ashra through a Model Context Protocol server, enabling seamless communication and configuration with Claude.

• bash0C7/mcp-ruby-skeleton: A Ruby-based framework for experimenting with LLM integrations via a Model Context Protocol server, featuring random number generation and JSON-RPC 2.0 compliance.

• lumix-labs/swift: Swift by Lumix Labs accelerates legacy code deployment and modernization with a Docker-based MCP server, reducing technical debt and incidents.

• cyanheads/mcp-ts-template: A TypeScript template offering a comprehensive foundation for building MCP servers with production-ready utilities and examples.

• veoery/GH_mcp_server: Facilitates direct interaction between LLMs and Rhino/Grasshopper for 3D modeling and analysis.

• madhukarkumar/mcp-ts-starter: A TypeScript starter project for building MCP servers with resources, prompts, and tools, supporting both stdio and HTTP transport options.

• abbracadabra/java-sse-mcp-server-demo: A Java-based SSE MCP server demo showcasing single and multi-instance deployment configurations.

• ZedMoster/revit-mcp: Facilitates seamless integration and automation between AI assistants and Autodesk Revit using the Model Context Protocol.

• Arenukvern/mcp_flutter: Connects Flutter apps with AI coding assistants for enhanced development insights and debugging capabilities.

• capoomgit/houdini-mcp: Facilitates control of SideFX Houdini from Claude using the Model Context Protocol, featuring a Houdini plugin and an MCP bridge script.

• rlagudals95/mcp_figma: Facilitates AI-powered coding tools to access and utilize Figma design data for enhanced design implementation.

• XeroAPI/xero-mcp-server: Facilitates seamless integration between the MCP protocol and Xero's accounting features, enabling standardized access to business functionalities.

• zh19980811/Easy-MCP-AutoCad: Facilitates natural language interaction with AutoCAD using large language models for creating, modifying, and analyzing CAD drawings.

• ashley-ha/mcp-manus: A browser automation agent leveraging MCP for seamless integration with Claude, enabling advanced browser interactions and state management.

• Vikramardham/mcplibrary: Facilitates semantic querying and hierarchical representation of cached webpage content for LLMs.

• MaxWeeden/mcp-server-template-python: Facilitates AI-driven DNS reconnaissance by interfacing with the DNSDumpster API to query and analyze domain DNS records.

• bitezhang330/cline_test: Facilitates GitHub integration by configuring MCP server settings for Windows environments.

• hannesj/mcp-graphql-schema: Facilitates LLMs in exploring and understanding GraphQL schemas through a specialized MCP server interface.

• inkeep/mcp-server-python: Inkeep MCP Server leverages your documentation and product content to enhance API-driven integrations.

• webdevtodayjason/slim-MCP: Enhance Claude with Python-based tools for calculations, weather forecasts, and more via the MCP protocol.

• sanchitmonga22/flutter-tools-mcp: A toolset for integrating AI assistants with Flutter applications, enabling programmatic interaction, debugging, and optimization through a Model Context Protocol server.

• easy-peasy/blender-mcp-OLD: Facilitates seamless interaction between Blender and Claude AI for enhanced 3D modeling and scene manipulation through the Model Context Protocol.

• GARCHENG/gar-mcp-starter-client: A Spring Boot application demonstrating integration with MCP servers using Spring AI's tool execution framework.

• punkpeye/flutter-mcp: A TypeScript-based server that facilitates querying and summarizing Flutter documentation through a note-taking system.

• LinkupPlatform/js-mcp-server: Integrates Linkup's web search with AI models using a JavaScript-based MCP server.

• vincentkoc/test-opik-mcp: Opik MCP Server offers a unified interface for integrating Opik's capabilities into IDEs, supporting multiple transport mechanisms for flexible development environments.

• yjacquin/fast-mcp: Fast MCP provides a Ruby-focused implementation of the Model Context Protocol, enabling seamless AI model integration with Ruby applications through a clean and expressive interface.

• rirachii/vapi-mcp: Facilitates interaction between Claude and the VAPI API for managing calls and assistants.

• caicongyang/mcp-demo: Facilitates database interactions via MySQL, enabling SQL queries, table creation, and schema exploration.

• appliedrelevance/frappe_mcp_server: Facilitates AI assistant interactions with Frappe applications via a standardized REST API interface, focusing on document operations and schema management.

• rokudone/codebase-rag-typescript: Facilitates retrieval-augmented generation for TypeScript codebases by analyzing and referencing code to answer natural language queries.

• jmanhype/MCPhoenix: MCPheonix leverages Elixir's Phoenix Framework to create a self-healing, distributed AI event system using the Model Context Protocol, integrating seamlessly with Cloudflare for resilient edge computing.

• bimgeek/speckle-mcp: Facilitates seamless interaction with Speckle's collaborative data hub, enabling project management and model querying through a Model Context Protocol server.

• tesla0225/mcp-create: A dynamic service for creating, running, and managing MCP servers, enhancing flexibility within the MCP ecosystem.

• d-gangz/mcp-template: A streamlined TypeScript template for building MCP servers that expose data and functionality to LLM applications.

• egyleader/dart-mcp: A distributable server that bridges AI coding assistants with Dart/Flutter development workflows by exposing Dart SDK commands through the Model Context Protocol.

• mashiike/estellm: Estellm is a Go-based framework for orchestrating agentic workflows, supporting LLM integration and execution as an MCP server.

• ymadd/shadcn-ui-mcp-server: Facilitates AI assistants in accessing shadcn/ui component documentation and examples through a TypeScript-based MCP server.

• jatinsandilya/mcp-server-template: A minimal TypeScript template for creating custom MCP servers with a ready-to-use project structure and sample tool implementation.

• plawlost/mcp-template: A template for creating MCP servers that interface with Claude and other MCP-compatible clients, offering customizable tools and prompts for LLM interactions.

• thomasdavis/valjs: Facilitates the integration of Valtown with MCP through a command-line wrapper.

• monad-developers/monad-mcp: A Model Context Protocol server offering tools to interact with the Monad testnet, including balance and transaction queries.

• nusashi/hello_mcp_world_for_ts: A minimal TypeScript implementation of an MCP server that responds with 'Hello MCP World!' to demonstrate basic MCP functionality.

• honey-guard/anchor-mcp: Anchor MCP provides a CLI server template for integrating Anchor programs with LLM applications using the Model Context Protocol.

• franccesco/hex-mcp: Facilitates interaction with Hex projects through a comprehensive set of tools for project management and execution.

• rlopez133/mcp: Facilitates AI-powered automation by integrating Ansible and OpenShift environments with Claude Desktop using Model Context Protocols.

• Streen9/react-mcp: Enables Claude AI to create, manage, and execute React applications through the Model Context Protocol.

• platformatic/mcp-node: Facilitates the execution and management of Node.js scripts and servers with permission prompts and comprehensive monitoring tools.

• thisistheaj/slot-starters: Slot is a Model Context Protocol server that intelligently discovers and analyzes starter templates for developers directly within AI assistant workflows.

• vivalalova/mcp_practice: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• keurcien/choose-mcp-server: Facilitates the setup of an MCP server for seamless integration with Claude Desktop and Google Cloud services.

• ArchimedesCrypto/figma-mcp-chunked: Interact with the Figma API using a memory-efficient MCP server that supports chunking and pagination for handling large files.

• entrepeneur4lyf/mcp-rs-template: A Rust-based template for implementing MCP CLI servers, facilitating seamless integration between LLM applications and external data sources.

• TheSethRose/MCP-Server-Starter: A TypeScript-based starter template for building Model Context Protocol servers, facilitating seamless integration with AI platforms.

• dkpoulsen/flutter-tools: Facilitates interaction with the Flutter SDK by providing tools for diagnostics and automated fixes of Dart/Flutter files.

• teilomillet/hapax-py: Hapax is a Python framework for building type-safe, observable data processing pipelines with multi-stage type checking and OpenLit integration.

• jmagar/yarr: YARR Media Stack MCP Server enables intelligent automation and natural language control of media services, bridging LLMs with self-hosted media technology.

• cosmix/linear-mcp: Facilitates seamless interaction with Linear's issue tracking system through a Model Context Protocol server, offering advanced search, project management, and issue handling capabilities.

• to-aoki/java_test_mcp: Facilitates Java compilation and testing through a dedicated MCP server.

• s2-streamstore/s2-sdk-typescript: A TypeScript SDK that provides a serverless API for streaming data, with MCP server capabilities for AI applications.

• ollama-tlms-golang/05-make-your-mcp-server: A Go-based MCP server utilizing Docker to fetch and return webpage content using the curl utility.

• punkpeye/fastmcp: A TypeScript framework for creating MCP servers with features like session handling, authentication, and real-time updates via SSE.

• svilupp/ModelContextProtocol.jl: A Julia SDK for building MCP-compliant servers and clients, enabling AI models to access external tools via JSON-RPC 2.0.

• chromindscan/chromia-mcp: Facilitates Claude AI's interaction with Chromia Wallet for seamless $CHR transactions.

• Sheshiyer/framer-plugin-mcp: Facilitates the creation and management of Framer plugins with integrated web3 features, including wallet connections and NFT displays.

• pythonpete32/mcp-server-template: A TypeScript-based MCP server for interacting with EVM chains, featuring a notes system with tools for note creation and summarization.

• zcaceres/mcp-boilerplate: A boilerplate project for quickly setting up a Model Context Protocol server with customizable tools and logic.

• Sunwood-ai-labs/documind-mcp-server: DocuMind MCP Server enhances documentation quality analysis with advanced neural processing and AI-powered improvement recommendations.

• dkmaker/mcp-tavily-server: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• dkmaker/mcp-perplexity-server: A TypeScript-based server implementing a notes system with resources, tools, and prompts for generating summaries.

• youqingkui/mcp_jina: Facilitates LLMs like Claude to leverage Jina AI capabilities via the MCP protocol.

• JuliaSMLM/ModelContextProtocol.jl: A Julia package implementing the Model Context Protocol to create customizable servers for integrating with LLMs like Claude, offering standardized access to tools, resources, and prompts.

• QuantGeekDev/mcp-framework: A TypeScript framework for building Model Context Protocol servers with automatic discovery and multiple transport support.

• metoro-io/mcp-golang: Effortlessly create Model Context Protocol servers and clients in Go with minimal code using mcp-golang.

• MatthewDailey/figma-mcp: Facilitates AI-driven interactions with Figma designs, enabling viewing, commenting, and analysis through ModelContextProtocol.

• ivo-toby/mcp-openapi-server: Transforms OpenAPI specifications into MCP resources, enabling seamless interaction with REST APIs via the MCP protocol.

• masacento/mcp-go-example: A Go-based example server for the Model Context Protocol, designed for educational purposes with no security or multiuser support.

• Resources-cskwork/model-context-protocol-demo: Demonstrates the integration of Model Context Protocol with SQLite for database management in Claude Desktop.

• saml7n/parbaked - Agent-native FastAPI scaffold for invite-only Python apps. 15 MCP tools to scaffold a project, add routes + SQLModel tables, run dev, manage users (approve/reject/reset), check email/deploy status, and ship to fly.io. Install: uv tool install parbaked && parbaked mcp.

• MervinPraison/praisonai-mcp: An AI Agents framework providing 64+ built-in MCP tools for search, memory management, workflow orchestration, code execution, and file operations. Install via uvx praisonai-mcp.