Discover Awesome MCP Servers

Arca MCP

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

Rasdaman MCP Server

Enables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.

MCP Data Catalog

An MCP server that provides AI assistants with structured, type-safe access to tabular datasets from CSV files. It enables users to list, describe, and query data using filters and projections with support for hot reloading.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

SearXNG-Crawl4AI MCP Server

Provides fast, self-hosted web search and reliable web scraping using SearXNG and Crawl4AI, integrated as MCP tools for Claude Code.

declaw-mcp-server

Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.

TWSE MCP Server

Provides real-time access to Taiwan Stock Exchange market data, financial reports, and trading analytics. It enables users to query stock prices, market indices, and corporate profitability metrics through natural language.

kingdee-search-server

搜索金蝶开发者社区知识库的 MCP 服务器，支持根据关键字检索并返回结果表格。

Loom Local MCP Server

Extracts and analyzes key frames from Loom videos or local video files for debugging purposes. Automatically detects scene changes and provides visual context for troubleshooting issues.

Secure MCP TypeScript Server

Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth2 and Asgardeo.

mcp-wp-remote

A STDIO bridge for connecting to WordPress sites via the Model Context Protocol (MCP), enabling communication between MCP clients and WordPress installations running the websamurai plugin.

mcp-agentic-rag

Provides RAG tools with local vector retrieval and web fallback using Firecrawl, enabling document ingestion and querying through MCP stdio transport.

AI-DBA

Universal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.

YNAB MCP Starter

A production-ready TypeScript starter for building read-only YNAB MCP servers. It provides secure, validated access to YNAB financial data including budgets, accounts, categories, and transactions through structured tools.

discord-mcp

Comprehensive Discord server management through MCP, enabling channel, role, permission, message, moderation, and automation tasks via natural language.

BANANA-MCP

An All-in-One Model Context Protocol Server Package that integrates 14 MCP servers (including YouTube, GitHub, Figma, databases) into a single Docker container for use with Claude.

RabbitMQ MCP Server

MCP server for RabbitMQ with full SSL/CA certificate support, enabling queue, exchange, binding, and message management operations.

reporelay

Self-hosted MCP server for indexing and searching code repositories via hybrid search and deep code understanding.

mystreet

MCP oracle of reputation for ia agent

TypeSpec MCP Server

Enables building MCP servers using TypeSpec, with tools for learning, scaffolding projects, and compiling TypeSpec to generate server assets.

proxy-mcp

Universal MCP proxy server that discovers, searches, and executes tools across all configured MCP servers from a single entry point.

Nanonets MCP Server

Converts images, PDFs, Word documents, and Excel spreadsheets to structured markdown using Nanonets OCR, with support for tables, LaTeX equations, and complex layouts.

Download MCP

Enables AI models to manage file downloads with multi-threading, progress monitoring, and task control through standardized MCP interfaces.

Fastmail MCP Server

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

MedData MCP Server

Enables conversational drug and supplement lookup, detailed profiles, and interaction checking via the MedData API.

Garmin Workouts MCP

Enables creation of Garmin Connect workouts using natural language descriptions. Supports multi-sport workouts with heart rate zones and automatic sync to Garmin devices.

Airframe MCP Client

Connects AI agents to Airframe's product intelligence and expert network, enabling product search, comparison, expert discovery, and market research queries.

Recursive Thinking MCP Server

Enables AI agents to achieve production-ready solutions through iterative refinement and recursive thinking processes. It features token optimization via context compression and session-based tracking to improve problem-solving depth while minimizing cost.

code-quality-mcp

Hybrid code quality analysis server combining fast logic-based checks with AI-powered deep analysis, offering tools for summaries, quick wins, and trend tracking.