Open Source MCP Servers
Discover 53 open source MCP Server repositories from GitHub, each with an analysis of what it does, key features, use cases and alternatives. MCP Server projects here are most often combined with MCP, AI Agents and Developer Tools. Last updated October 4, 2026.
53 repositories · updated October 4, 2026
brightdata-mcp: Give AI Agents Access to Web Data
Bright Data MCP connects MCP-compatible agents to web search, scraping, structured extraction, and remote browser automation. It suits teams that need current public-web data without managing proxies or browser infrastructure, using a Bright Data API token.
mcp: Connect AI Tools to AWS Services
awslabs/mcp is a collection of Python MCP servers that connect AI clients to AWS documentation and services. It suits developers who want AWS-specific context and workflows in MCP-compatible assistants, with permissions and setup varying by server.
opencost: Monitor Kubernetes and Cloud Costs
OpenCost helps platform, FinOps, and engineering teams see how Kubernetes workloads and cloud services use and incur costs. It provides cost allocation, cloud cost visibility, and Prometheus metrics for Kubernetes environments.
Figma-Context-MCP: Give Coding Agents Access to Figma Designs
Figma-Context-MCP is an MCP server that turns Figma file data into concise layout and styling context for AI coding agents. It is intended for developers who want agents such as Cursor to implement designs using design metadata rather than screenshots alone.
joinly: Let AI Agents Join and Participate in Meetings
Joinly connects AI agents to live video meetings through an MCP server, enabling them to listen, speak, chat, and use tools. It suits developers building meeting-aware agents who want a self-hosted setup and can manage its provider credentials and local runtime.
mcp-server-chart: Generate Charts Through MCP
A TypeScript MCP server that lets AI clients generate AntV visualizations and use them for data analysis. It suits people who want chart generation as an MCP tool, with support for more than 25 chart types and multiple transports.
xberg: Extract Text and Structure from Documents
Xberg is a Rust-based document intelligence engine that extracts text, tables, metadata, and structured data from many file types. Use it as a library, CLI, REST API, or MCP server, with bindings for multiple languages.
wassette: Run WebAssembly Tools Through MCP
Wassette lets AI agents load and use WebAssembly Components through the Model Context Protocol. It is aimed at developers who want reusable tools running in Wasmtime’s security sandbox, but the project warns that it is not production-ready.
whodb: Explore and Manage Databases in One Workspace
WhoDB is a self-hosted workspace for browsing database contents, editing records, running queries, and exploring schemas. It suits developers and teams who want a lightweight browser, desktop, or terminal interface, with optional AI-assisted queries.
apple-health-mcp: Query Apple Health Data with AI Assistants
A local MCP server that lets AI assistants query Apple Health CSV exports with DuckDB. It suits people who want to explore personal health history through SQL-backed tools while keeping the export on their own computer.
Douyin_TikTok_Download_API: Collect Data and Download Videos
A self-hosted API and console for collecting Douyin and TikTok posts, profiles, comments, and playlists, with no-watermark media downloads. It offers REST, MCP, and CLI access, and stores collected data in PostgreSQL.
awesome-mcp-servers: Discover MCP Servers for AI Clients
A curated directory of Model Context Protocol servers, spanning reference implementations and integrations for services, tools, and data sources. Use it to find an MCP server suited to an AI client or workflow.