Content
# MCP Servers Hub - Top 100
Discover the top 100 most popular MCP servers ranked by GitHub stars.
For the complete collection, visit our [webpage](https://mcp-servers-hub-website.pages.dev).
## Table of Contents
- [What is MCP?](#what-is-mcp)
- [About This List](#about-this-list)
- [MCP Servers](#mcp-servers)
- [Community](#community)
## What is MCP?
The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.
Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.
## About This List
This repository showcases the **top 100 MCP servers** ranked by GitHub stars. For the complete collection of all MCP servers, visit our [interactive webpage](https://mcp-servers-hub-website.pages.dev).
### Data Sources
We aggregate MCP server information from multiple trusted sources:
- **[Glama.ai](https://glama.ai/mcp)**
- **[Pulse MCP](https://pulsemcp.com)**
- **[MCP Hub Registry](https://registry.mcphub.io)**
- **[Model Context Protocol](https://github.com/modelcontextprotocol/servers)**
The list is automatically updated daily with the latest server information and GitHub statistics.
## MCP Servers
| MCP Server | Description | Stars | Last Updated |
|--------------|-------------|-------|--------------|
| **[20250223 client (@Mark850409)](<https://github.com/Mark850409/20250223_mcp-client>)** | Facilitates enhanced interaction with large language models (LLMs) by providing intelligent context management, tool integration, and multi-provider AI model coordination for efficient AI-driven workflows. | N/A | None |
| **[3d Printer Server (@DMontgomery40)](<https://github.com/DMontgomery40/mcp-3D-printer-server>)** | Enables interaction with 3D printer management systems through an MCP server, supporting STL file manipulation, slicing, and control of printers like OctoPrint, Klipper, Duet, and more. | N/A | None |
| **[Abap Abap Adt Api (@mario-andreschak)](<https://github.com/mario-andreschak/mcp-abap-abap-adt-api>)** | Integrates ABAP Development Tools API to enable automated code reviews, intelligent transport management, and AI-assisted ABAP development. | N/A | None |
| **[Abap Adt (@mario-andreschak)](<https://github.com/mario-andreschak/mcp-abap-adt>)** | Integrates with SAP ABAP systems via ADT, enabling AI models to perform ABAP development tasks like code generation and system analysis. | N/A | None |
| **[Abs (@seansoreilly)](<https://github.com/seansoreilly/abs>)** | Provides access to the Australian Bureau of Statistics (ABS) Data API. This server allows AI assistants to query and analyze ABS statistical data. | N/A | None |
| **[Academic Search Server (@afrise)](<https://github.com/afrise/academic-search-mcp-server>)** | Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling. | N/A | None |
| **[Accessibility Scanner (@JustasMonkev)](<https://github.com/JustasMonkev/mcp-accessibility-scanner>)** | Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance. | N/A | None |
| **[Activitywatch Server (@8bitgentleman)](<https://github.com/8bitgentleman/activitywatch-mcp-server>)** | Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and retrieving raw events for enhanced productivity analysis and time management. | N/A | None |
| **[Actors Server (@apify)](<https://github.com/apify/actors-mcp-server>)** | Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more | N/A | None |
| **[Adamik Server (@AdamikHQ)](<https://github.com/AdamikHQ/adamik-mcp-server>)** | Integrates with the Adamik API to enable blockchain operations and custom AI functionalities via Starknet, supporting secure API key management and efficient request handling. | N/A | None |
| **[Add Sse (@QuantGeekDev)](<https://github.com/QuantGeekDev/mcp-add-sse>)** | A Model Context Protocol server built with mcp-framework that allows users to create and manage custom tools for processing data, integrating with the Claude Desktop via CLI. | N/A | None |
| **[Advanced Homeassistant Mcp (@jango-blockchained)](<https://github.com/jango-blockchained/advanced-homeassistant-mcp>)** | Smart Device Control Lights: Brightness, color, RGB Climate: Temperature, HVAC, humidity Covers: Position and tilt Switches: On/off Sensors: State monitoring Intelligent Organization Grouping with context awareness. Robust Architecture Error handling, state validation ... | N/A | None |
| **[Agenda (@alexgoller)](<https://github.com/alexgoller/mcp-server-agenda>)** | Integrates with Agenda note-taking app on macOS to enable creating notes, managing projects, and opening existing notes using x-callback-urls. | N/A | None |
| **[Agent Toolkit (@stripe)](<https://github.com/stripe/agent-toolkit>)** | The Stripe Model Context Protocol server allows you to integrate with Stripe APIs through function calling. This protocol supports various tools to interact with different Stripe services. | N/A | None |
| **[Agent Ts (@waldzellai)](<https://github.com/waldzellai/mcp-agent-ts>)** | A TypeScript implementation of the MCP Agent framework, providing tools for building context-aware agents with advanced workflow management, logging, and execution capabilities. | N/A | None |
| **[Agentcare Mcp (@Kartha-AI)](<https://github.com/Kartha-AI/agentcare-mcp>)** | An MCP server that provides healthcare tools for interacting with FHIR data and medical resources on EMRs like Cerner and Epic | N/A | None |
| **[Ai Agents Pg (@vignesh-codes)](<https://github.com/vignesh-codes/ai-agents-mcp-pg>)** | A Model Context Protocol server providing LLMs read-only access to PostgreSQL databases for inspecting schemas and executing queries. | N/A | None |
| **[Ai Humanizer Server (@Text2Go)](<https://github.com/Text2Go/ai-humanizer-mcp-server>)** | Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities. | N/A | None |
| **[Ai Image Gen Mcp (@mikeyny)](<https://github.com/mikeyny/ai-image-gen-mcp>)** | Enables users to generate images from text prompts using Replicate's model, with configurable parameters and full MCP protocol compliance. | N/A | None |
| **[Ai Vision (@samihalawa)](<https://github.com/samihalawa/mcp-server-ai-vision>)** | Integrates with the Gemini API to analyze UI screenshots, providing automated visual QA and insights for application testing and UX evaluation. | N/A | None |
| **[Aidd (@skydeckai)](<https://github.com/skydeckai/mcp-server-aidd>)** | AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages. | N/A | None |
| **[Aio Mcp (@athapong)](<https://github.com/athapong/aio-mcp>)** | Integrates GitLab, Jira, Confluence, YouTube, and Google AI to provide search capabilities and utility tools for streamlined development workflows and project management tasks. | N/A | None |
| **[Aira Server (@Sunwood-ai-labs)](<https://github.com/Sunwood-ai-labs/aira-mcp-server>)** | A Model Context Protocol server for creating commit messages from git staged files. | N/A | None |
| **[Airflow Server (@abhishekbhakat)](<https://github.com/abhishekbhakat/airflow-mcp-server>)** | https://github.com/abhishekbhakat/airflow-mcp-server | N/A | None |
| **[Airtable Mcp (@felores)](<https://github.com/felores/airtable-mcp>)** | Airtable MCP server enables AI assistants to programmatically manage Airtable bases, tables, fields, and records through a simplified interface to the Airtable API. | N/A | None |
| **[Airtable Server (@domdomegg)](<https://github.com/domdomegg/airtable-mcp-server>)** | A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records. | N/A | None |
| **[Akirapapa Notion Server (@Akira-Papa)](<https://github.com/Akira-Papa/akirapapa-mcp-notion-server>)** | Integrates Notion workspaces, enabling seamless interaction with Notion's API for tasks like automated note-taking and knowledge base management. | N/A | None |
| **[Alchemy (@runekaagaard)](<https://github.com/runekaagaard/mcp-alchemy>)** | Integrates Claude Desktop with SQL databases using SQLAlchemy to enable direct querying, analysis, and exploration of data across many database engines. | N/A | None |
| **[Alfresco Poc (@aborroy)](<https://github.com/aborroy/alfresco-mcp-poc>)** | Integrates Alfresco's content management, enabling intelligent document processing and automated metadata extraction. | N/A | None |
| **[All In One Model Context Protocol (@nguyenvanduocit)](<https://github.com/nguyenvanduocit/all-in-one-model-context-protocol>)** | All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ... | N/A | None |
| **[Alpha Vantage Mcp (@berlinbra)](<https://github.com/berlinbra/alpha-vantage-mcp>)** | A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information. | N/A | None |
| **[Alphavantage (@calvernaz)](<https://github.com/calvernaz/alphavantage>)** | Integrates with the Alphavantage API to provide access to real-time stock market data and financial information. | N/A | None |
| **[Alphavantagemcpserver (@DonMorr)](<https://github.com/DonMorr/AlphavantageMCPServer>)** | Integrates with Alphavantage API to provide real-time and historical financial data for stock market analysis and trading strategies. | N/A | None |
| **[Amadeus Mcp (@ben4mn)](<https://github.com/ben4mn/amadeus-mcp>)** | Integrates with Amadeus API to provide flight search capabilities for travel planning and itinerary creation. | N/A | None |
| **[Amazon Bedrock (@zxkane)](<https://github.com/zxkane/mcp-server-amazon-bedrock>)** | Provides access to Amazon Bedrock's Nova Canvas model for AI image generation. | N/A | None |
| **[Ancestry Mcp (@reeeeemo)](<https://github.com/reeeeemo/ancestry-mcp>)** | Allows the AI to read .ged files and genetic data. | N/A | None |
| **[Android Server (@minhalvp)](<https://github.com/minhalvp/android-mcp-server>)** | Integrates with Android Debug Bridge (ADB) to enable remote control, testing, and analysis of Android devices, offering capabilities like package management, UI inspection, and screenshot capture. | N/A | None |
| **[Angleone Server (@baba786)](<https://github.com/baba786/angleone-mcp-server>)** | Integrates AngelOne India trading platform to provide real-time market data access, order management, and portfolio tracking for automated financial analysis and trading operations. | N/A | None |
| **[Anki Server (@CamdenClark)](<https://github.com/CamdenClark/anki-mcp-server>)** | Integrates with Anki flashcard decks via AnkiConnect to enable automated creation, retrieval, and management of study materials. | N/A | None |
| **[Anki Server (@nailuoGG)](<https://github.com/nailuoGG/anki-mcp-server>)** | Integrates with Anki flashcard software through AnkiConnect to enable deck management, note creation/modification, and search functionality for spaced repetition learning workflows. | N/A | None |
| **[Anki Server (@scorzeth)](<https://github.com/scorzeth/anki-mcp-server>)** | Integrates with Anki to enable AI-driven flashcard creation, retrieval, and review processes for enhanced spaced repetition learning. | N/A | None |
| **[Ankiconnect (@samefarrar)](<https://github.com/samefarrar/mcp-ankiconnect>)** | Integrates Anki flashcard functionality, enabling natural language interactions for spaced repetition learning within conversations. | N/A | None |
| **[Anthropic Code Analyzer (@kivo360)](<https://github.com/kivo360/anthropic-mcp-code-analyzer>)** | Integrates with open source projects to analyze codebases, detect patterns, and generate intelligent merge strategies for streamlined integration and refactoring. | N/A | None |
| **[Anti Bullshit Server (@bmorphism)](<https://github.com/bmorphism/anti-bullshit-mcp-server>)** | Enables analysis of claims, validation of sources, and detection of manipulation using multiple epistemological frameworks to ensure credible and ethical information. | N/A | None |
| **[Any Chat Completions Mcp (@pyroprompts)](<https://github.com/pyroprompts/any-chat-completions-mcp>)** | Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more. | N/A | None |
| **[Any Openapi (@baryhuang)](<https://github.com/baryhuang/mcp-server-any-openapi>)** | This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions. | N/A | None |
| **[Aoai Web Browsing (@kimtth)](<https://github.com/kimtth/mcp-aoai-web-browsing>)** | A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI. | N/A | None |
| **[Apache Airflow (@yangkyeongmo)](<https://github.com/yangkyeongmo/mcp-server-apache-airflow>)** | Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health. | N/A | None |
| **[Api Expert (@jwaldor)](<https://github.com/jwaldor/mcp-api-expert>)** | Integrates any REST API by dynamically connecting to APIs using provided documentation and keys, enabling rapid prototyping of applications with real-time external data. | N/A | None |
| **[Apifox Demo (@Tzott)](<https://github.com/Tzott/apifox-mcp-demo>)** | This server acts as a Message Communication Protocol (MCP) service for integrating Apifox and Cursor, enabling OpenAPI interface implementation through AI-driven interaction. | N/A | None |
| **[App Advisor Mcp (@cpage-pivotal)](<https://github.com/cpage-pivotal/app-advisor-mcp>)** | Integrates with Spring Application Advisor to provide insights and recommendations for optimizing Spring applications in Cloud Foundry environments. | N/A | None |
| **[App Store Connect Server (@JoshuaRileyDev)](<https://github.com/JoshuaRileyDev/app-store-connect-mcp-server>)** | An MCP server to communicate with the App Store Connect API for iOS Developers | N/A | None |
| **[Apple Mcp (@Dhravya)](<https://github.com/Dhravya/apple-mcp>)** | Enables interaction with Apple apps like Messages, Notes, and Contacts through the MCP protocol to send messages, search, and open app content using natural language. | N/A | None |
| **[Apple Notes (@RafalWilinski)](<https://github.com/RafalWilinski/mcp-apple-notes>)** | Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes. | N/A | None |
| **[Apple Notes (@Siddhant-K-code)](<https://github.com/Siddhant-K-code/mcp-apple-notes>)** | Enables interaction with Apple Notes via natural language, supporting note creation, search, and retrieval with iCloud integration for seamless note management. | N/A | None |
| **[Apple Notes Mcp (@sirmews)](<https://github.com/sirmews/apple-notes-mcp>)** | Allows the AI to read from your local Apple Notes database (macOS only) | N/A | None |
| **[Apple Notifier Mcp (@turlockmike)](<https://github.com/turlockmike/apple-notifier-mcp>)** | A simple MCP server that can send notifications on mac devices. | N/A | None |
| **[Apple Shortcuts (@recursechat)](<https://github.com/recursechat/mcp-server-apple-shortcuts>)** | An MCP Server Integration with Apple Shortcuts | N/A | None |
| **[Applemusic (@kennethreitz)](<https://github.com/kennethreitz/mcp-applemusic>)** | Facilitates controlling Apple Music on macOS via AppleScript through MCP commands, allowing users to manage playback, search for tracks, and create playlists. | N/A | None |
| **[Applescript Mcp (@joshrutkowski)](<https://github.com/joshrutkowski/applescript-mcp>)** | Enables LLM applications to interact with macOS through AppleScript. | N/A | None |
| **[Apptio Target Process Mcp (@aaronsb)](<https://github.com/aaronsb/apptio-target-process-mcp>)** | Integrates with Targetprocess to enable searching, retrieving, creating, and updating project management entities for enhanced agile workflows and task tracking. | N/A | None |
| **[Appwrite (@christyjacob4)](<https://github.com/christyjacob4/mcp-server-appwrite>)** | Enables integration with Appwrite's API for managing databases, users, teams, storage, and other features, facilitating project administration through the Model Context Protocol. | N/A | None |
| **[Aqicn Mcp (@mattmarcin)](<https://github.com/mattmarcin/aqicn-mcp>)** | Enables interaction with the World Air Quality Index to fetch real-time air quality data for cities and coordinates worldwide via Model Context Protocol (MCP). | N/A | None |
| **[Arango Server (@lucas-deangelis)](<https://github.com/lucas-deangelis/arango-mcp-server>)** | Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval. | N/A | None |
| **[Arangodb (@ravenwits)](<https://github.com/ravenwits/mcp-server-arangodb>)** | A TypeScript-based server to interact with ArangoDB using the Model Context Protocol, enabling database operations and integration with tools like Claude and VSCode extensions for streamlined data management. | N/A | None |
| **[Architect Server (@stevennevins)](<https://github.com/stevennevins/architect-mcp-server>)** | A template for creating Model Context Protocol (MCP) servers in TypeScript, offering features like container-based dependency injection, a service-based architecture, and integration with the LLM CLI for architectural design feedback through natural language. | N/A | None |
| **[Argus (@athapong)](<https://github.com/athapong/argus>)** | Integrates with GitLab repositories to enable automated security assessments, code reviews, and DevOps workflows through repository analysis and file retrieval capabilities. | N/A | None |
| **[Arithmetic Server (@YuheiNakasaka)](<https://github.com/YuheiNakasaka/arithmetic-mcp-server>)** | Provides arithmetic operations for basic calculations, enabling efficient mathematical computations in workflows and applications. | N/A | None |
| **[Arxiv Server (@blazickjp)](<https://github.com/blazickjp/arxiv-mcp-server>)** | The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature. | N/A | None |
| **[Asana (@roychri)](<https://github.com/roychri/mcp-server-asana>)** | Perform Asana operations from an MCP Client such as Anthropic's Claude Desktop Application, and many more. | N/A | None |
| **[Atlas Server (@cyanheads)](<https://github.com/cyanheads/atlas-mcp-server>)** | ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies. | N/A | None |
| **[Atlassian (@samwang0723)](<https://github.com/samwang0723/mcp-atlassian>)** | An MCP server that enables AI agents to interact with Atlassian products (Confluence and Jira) for content management, issue tracking, and project management through a standardized interface. | N/A | None |
| **[Atlassian (@sooperset)](<https://github.com/sooperset/mcp-atlassian>)** | Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments. | N/A | None |
| **[Attio Server (@hmk)](<https://github.com/hmk/attio-mcp-server>)** | Facilitates interaction with the Attio CRM by allowing MCP clients to read and write company records and notes through the Attio API. | N/A | None |
| **[Audiense Insights (@AudienseCo)](<https://github.com/AudienseCo/mcp-audiense-insights>)** | Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement. | N/A | None |
| **[Audio Server (@mamertofabian)](<https://github.com/mamertofabian/audio-mcp-server>)** | Integrates with the play-sound library to enable cross-platform audio playback for voice notifications, sound effects, and audio cues. | N/A | None |
| **[Audius Mcp (@glassBead-tc)](<https://github.com/glassBead-tc/audius-mcp>)** | Enables interaction with the Audius music platform API, supporting user, track, and playlist operations through the Model Context Protocol. | N/A | None |
| **[Automated Bod 25 01 Cisa Microsoft Policies Mcp (@DynamicEndpoints)](<https://github.com/DynamicEndpoints/Automated-BOD-25-01-CISA-Microsoft-Policies-MCP>)** | This MCP server implements VariousPolicies according to CSA BOD 25-01 requirements for Microsoft 365 cloud services | N/A | None |
| **[Awesome Cursor Mpc Server (@kleneway)](<https://github.com/kleneway/awesome-cursor-mpc-server>)** | An AI-powered development toolkit for Cursor providing intelligent coding assistance through advanced reasoning, UI screenshot analysis, and code review tools. | N/A | None |
| **[Awesome Fastapi (@MR-GREEN1337)](<https://github.com/MR-GREEN1337/awesome-mcp-fastapi>)** | A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs). | N/A | None |
| **[Aws (@rishikavikondala)](<https://github.com/rishikavikondala/mcp-server-aws>)** | Manage AWS S3 and DynamoDB resources. | N/A | None |
| **[Aws Athena Mcp (@lishenxydlgzs)](<https://github.com/lishenxydlgzs/aws-athena-mcp>)** | Run SQL queries with AWS Athena to access data available from AWS Glue catalog. | N/A | None |
| **[Aws Mcp (@RafalWilinski)](<https://github.com/RafalWilinski/aws-mcp>)** | A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative. | N/A | None |
| **[Aws Resources Python (@baryhuang)](<https://github.com/baryhuang/mcp-server-aws-resources-python>)** | Provides a Python-based interface for executing AWS queries across services like S3 and CodePipeline, enabling DevOps tasks and cloud resource management. | N/A | None |
| **[Axiom (@axiomhq)](<https://github.com/axiomhq/mcp-server-axiom>)** | A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL). | N/A | None |
| **[Axiom Js (@ThetaBird)](<https://github.com/ThetaBird/mcp-server-axiom-js>)** | An npx-compatible port of @Axiom's mcp-server-axiom | N/A | None |
| **[Ayd Server (@macrat)](<https://github.com/macrat/mcp-ayd-server>)** | Integrates with Ayd to enable service monitoring, status checks, and log retrieval for enhanced operational visibility and incident response. | N/A | None |
| **[Azure Devops Mcp (@Tiberriver256)](<https://github.com/Tiberriver256/azure-devops-mcp>)** | Integrates with Azure DevOps to enable AI-driven management of projects, work items, repositories, pull requests, branches, and pipelines for enhanced DevOps workflows and automation. | N/A | None |
| **[Azure Devops Server (@stefanskiasan)](<https://github.com/stefanskiasan/azure-devops-mcp-server>)** | Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools. | N/A | None |
| **[Azure Mcp (@Streen9)](<https://github.com/Streen9/azure-mcp>)** | Enables natural language interaction with Azure services through Claude Desktop, supporting resource management, subscription handling, and tenant selection with secure authentication. | N/A | None |
| **[Azure mcp server (@mashriram)](<https://github.com/mashriram/azure_mcp_server>)** | This server implements the Model Context Protocol for seamless interaction with Azure Blob Storage and Cosmos DB, enabling automatic logging and audit tracking of operations. | N/A | None |
| **[Azure Onenote Server (@ZubeidHendricks)](<https://github.com/ZubeidHendricks/azure-onenote-mcp-server>)** | Enables AI language models to interact with Microsoft OneNote via a standardized interface, supporting notebook and page management through natural language. | N/A | None |
| **[Azure Tablestorage (@dkmaker)](<https://github.com/dkmaker/mcp-azure-tablestorage>)** | Enables interaction with Azure Table Storage directly through Cline. This tool allows you to query and manage data in Azure Storage Tables. | N/A | None |
| **[Azuredevops Bridge (@krishh-amilineni)](<https://github.com/krishh-amilineni/mcp-azuredevops-bridge>)** | Integrates with Azure DevOps to enable work item management, wiki interactions, and sprint tracking for software development teams. | N/A | None |
| **[Babashka Server (@bmorphism)](<https://github.com/bmorphism/babashka-mcp-server>)** | Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows. | N/A | None |
| **[Bart Mcp (@tchbw)](<https://github.com/tchbw/bart-mcp>)** | Integrates with BART's API to provide real-time train departure information in San Francisco. | N/A | None |
| **[Basic Test (@gbti-network)](<https://github.com/gbti-network/mcp-basic-test>)** | A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generate random US State and signature soup combinations through a fun and simple tool. | N/A | None |
| **[Batchit (@ryanjoachim)](<https://github.com/ryanjoachim/mcp-batchit>)** | Combine tool calls into a single batch_execute call. | N/A | None |
| **[Bc Mcp (@vanachterjacob)](<https://github.com/vanachterjacob/BC-MCP>)** | Provides standardized development rules and real-time guidance for Business Central projects, offering rule validation, architectural suggestions, and component structure optimization for consistent coding standards and best practices. | N/A | None |
| **[Bear (@jkawamoto)](<https://github.com/jkawamoto/mcp-bear>)** | Facilitates interaction with Bear note-taking software, allowing users to perform actions like opening notes, creating notes, and searching through Bear's X-callback-url Scheme. | N/A | None |
## Community
* [Reddit r/mcp](https://www.reddit.com/r/mcp)
* [Discord Server](https://glama.ai/mcp/discord)
