Discover Awesome MCP Servers

Blossom

Enables collaborative project planning by connecting an MCP-capable chat app to a generative AI that manages tasks and dependencies, with a live web UI for visualization.

MySQL Ops MCP

A generic MCP server for MySQL operations, enabling listing databases/tables, describing schemas, running read-only SQL, and optionally executing write SQL with logging.

scrapy-mcp

A headless web-scraping MCP server built on Scrapy, providing tools for polite fetching, CSS/XPath extraction, link/table extraction, sitemap and robots.txt reading, and bounded asynchronous crawls.

Datris MCP Server

MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).

Code Whisperer MCP

Provides access to a library of 18 specialized skills, project templates, and prompt patterns for Claude Code. It enables automated workflows for feature development, security audits, and system maintenance through multi-agent collaboration.

Claude Habitat

An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical debt.

growth-mcp

Open-source MCP server that audits websites for AI search readiness, providing deterministic scoring (0-100) and prioritized fix lists for metrics like JSON-LD, llms.txt, heading hierarchy, and AI crawler access.

Mern Chat MCP Server

Enables interaction with a MERN chat application, providing tools to register and login users, manage chats (including group chats), and send/receive messages.

SharkMCP

Enables LLMs to load and analyze PCAP/PCAPNG files using Wireshark's sharkd interface, supporting packet inspection, traffic structure, conversations, and protocol statistics through natural language.

kagi-mcp

MCP server for Kagi Search that uses your session token for web and news search without a separate API subscription.

Academic Archive Gateway

MCP server for AI assistants to search and download ebooks from Z-Library and Anna's Archive, configured locally with automatic setup and download path.

Azure DevOps MCP

This MCP server enables agents to list, view diffs, create, and submit Azure DevOps pull requests using VS Code's Microsoft authentication.

github-mcp-sse

Implement SSE to stream agent responses/updates involving the GitHub MCP server

PixelRAG MCP Server

A visual Retrieval-Augmented Generation MCP server that renders web pages, PDFs, and design screenshots into visual tiles and enables natural language querying over them via multimodal vision embeddings.

China Travel MCP

Provides AI assistants with comprehensive China inbound travel capabilities, including hotel and flight search, attraction discovery, itinerary planning, and travel tips.

wealvest-ai

Enables AI-driven financial analysis including portfolio analysis, risk assessment, investment simulation, market intelligence, and report generation via NitroStudio.

razberri MCP Server

A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tools for capturing, prioritizing, and resurfacing tasks with context from calendar, mail, and messages.

AWS MCP Server

A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.

fallinsuranceonboard-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources for AI clients.

Compass MCP

A shared operational layer that synchronizes tasks and project contexts across Claude Chat, Cowork, and Code surfaces using local markdown files. It enables persistent state management and cross-session knowledge sharing without the need for a database.

relation-mcp

Enables to interact with Re:lation support tickets via MCP. Allows searching, updating, replying to tickets, and managing customers and internal records.

San Diego City GIS MCP

Enables querying and spatial analysis of City of San Diego GIS layers (zoning, habitats, land use, etc.) via ArcGIS REST services, with tools for search, metadata, and spatial queries.

deep-filesystem-tree

一个模型上下文协议 (MCP) 实现，提供深入的文件系统树可视化和操作功能。该工具能够高效地导航和管理复杂的目录结构，并通过 AI 驱动的文件系统操作来增强开发工作流程。兼容于...

POC Node MCP Server

A proof-of-concept MCP server for learning and testing, providing basic arithmetic and weather tools, along with greeting and user profile resources.

windex MCP server

Enables hybrid search (dense + sparse) over self-hosted indexes of continuously ingested public datasets (news, GitHub, Wikipedia, arXiv, small web, devdocs, Hacker News) using your own embedding model, served via the Model Context Protocol.

@tokens/dsh-browser-use

Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.

wisdomGraph

This MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across sessions to prevent repeating past mistakes.

dts-mcp

Enables uploading source data, queuing Windows DTS Engine publishing jobs, monitoring them, and downloading hash-verified 3DT results.

kicad-mcp

An MCP server that gives AI agents end-to-end control of KiCad 9+ for rule checks, manufacturing exports, production-readiness certification, and live PCB editor control.

mcp-playwright-test

An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with detailed reports.