Discover Awesome MCP Servers

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

Cloudscape Docs MCP Server

Provides semantic search over AWS Cloudscape Design System documentation using natural language queries, enabling AI assistants to efficiently find and retrieve component documentation with token-efficient responses.

au-eli-mcp

MCP server for Australia's Federal Register of Legislation. Enables searching and fetching Commonwealth Acts with verifiable citations.

LinkedIn MCP

MCP server that enables LinkedIn profile scraping and search using Selenium-based scraper with support for multiple LinkedIn accounts.

MCP Toolkit

A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, File System, and GitHub API, enabling database operations, file management, and GitHub interactions through natural language.

mcp-cep

Enables querying Brazilian CEP (postal code) addresses via the public ViaCEP API, returning formatted HTML with address details.

mcp-refactor-typescript

A TypeScript/JavaScript refactoring MCP server that uses the TypeScript compiler to perform safe, type-aware code transformations such as renaming, extracting functions, and organizing imports across your codebase.

tuck-it

A single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.

github-slim

Github MCP server optimized for AI assistants — Reduce context window tokens by 71.5% while keeping full functionality.

DataToRAG MCP

An open-source Model Context Protocol gateway that connects Google Workspace, Jira, and Confluence to AI assistants, providing 70 tools across one endpoint with multi-account support and token-optimized responses.

mcp-office-parser

Enables reading, writing, editing, and converting Office documents (ODT, DOCX, ODS, XLSX, PDF, etc.) using MCP tools, with no external dependencies.

MCP Server Guide & Examples

PythonとTypeScriptでModel Context Protocol (MCP)サーバーを構築するための包括的なガイドと実装例。

unegui-mn MCP Server

MCP server for Mongolia's largest online classifieds platform unegui.mn, enabling AI assistants to search and retrieve listings for cars, real estate, electronics, jobs, and more with detailed information, primarily in Mongolian while supporting English queries.

cryptosense-mcp

Real-time crypto market intelligence MCP. Get prices, trending coins, market overview, top coins by market cap, and portfolio value — all through natural language in Claude, Cursor, or any MCP client

SQLite MCP Server

A zero-config MCP server that enables AI to access, analyze, and manage local SQLite databases with secure read-only querying and automatic schema discovery.

FastAPI OpenAPI MCP Server

Converts FastAPI application OpenAPI documentation into MCP tools for AI assistants to efficiently query API information. Reduces token consumption by enabling on-demand, structured API queries instead of loading complete OpenAPI specifications.

mycop

Agentic security scanning in Claude Code, Cursor, Windsurf

mimir

Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP server that stores cross-session facts so agents remember what they learned last week. Zero network calls, no API keys, just SQLite + FTS5 running alongside your workspace.

Factograph MCP

Enables building and exploring a knowledge graph from files (PDF, DOCX, code) with AI enrichment via Ollama or Claude. Supports pinning documents, linking entities, and traversing the graph.

Anytype MCP Server

Enables AI assistants to interact with Anytype knowledge base via natural language, with Docker-based HTTP transport for always-on background operation.

vibe-wp

Universal MCP server for WordPress & WooCommerce, enabling AI agents to execute PHP, extract product attributes, and manage 38 builders/plugins with a WSOD-safe sandbox and persistent project memory.

MOLIT Real Estate Transactions MCP Server

Enables natural language queries to retrieve Korean real estate transaction data (land, commercial, apartments) from the public API, returning structured tables and summary statistics.

Expense Tracker MCP Server

Enables users to manage personal expenses through natural conversation with Claude, including adding, updating, deleting expenses, and viewing summaries by category or date range.

Web Summer Camp 2026 Schedule Server

Exposes the conference schedule as tools for ChatGPT, allowing attendees to view talks and buy tickets through natural language.

MCP Logging NL Query Server

Allows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.

standshare-mcp

MCP server for the StandShare API, enabling Claude and other MCP clients to manage fundraising events, families, workers, finances, notifications, and reports within a StandShare organization.

GeoOntology-MCP

A geographic ontology layer MCP server that exposes hierarchical relations, topological adjacency, toponym disambiguation, spatial operations, and geo-constraint verification, enabling LLMs to reason with geographic structures instead of raw SQL.

svm402-mcp

An MCP server that provides AI agents with Solana token analysis from svm402.com, handling x402 USDC payments automatically.

mixpanel-mcp

MCP server for Mixpanel product analytics that enables natural language querying of events, funnels, retention, cohorts, and user profiles, plus JQL support.