Discover Awesome MCP Servers

MCP Commerce Server

Enables natural-language querying of e-commerce data (products, users, orders) from a PostgreSQL database, using a Hugging Face model for safe intent extraction and parameterized SQL execution.

blog-writer-mcp

An AI blog automation server that uses a 'Creative DNA' system to generate personalized content based on a user's favorite authors and themes. It manages the entire workflow from trend collection and SEO optimization to automated publishing on Google Blogger.

google-mcp

MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Claude Code direct read/write access to Google Sheets (cell-level edits, formatting, structure), Google Docs (insert, replace, append), and Drive (search).

Athena Protocol MCP Server

An intelligent MCP server that acts as an AI tech lead for coding agents, providing expert validation, impact analysis, and strategic guidance before code changes are made.

databricks-mcp

Safe, read-only SQL analytics for AI agents over MCP, enabling exploration, profiling, and querying of data without mutation risk.

KubeBlocks Cloud MCP Server

MCP server for KubeBlocks Cloud

BioQC-MCP

A professional MCP server for comprehensive bioinformatics quality control, providing automated FastQC/MultiQC analysis, HTML report parsing, and advanced data visualization for sequencing data.

Cost Management MCP

An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.

Outlook MCP Server

A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (email, calendar, contacts, tasks, files, Teams meeting recordings + transcripts), deployed on Cloudflare Workers.

ALA API MCP Server

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

MCP Demo Project

A collection of MCP servers demonstrating math operations, weather data, and LangGraph workflows.

telos-mcp

Exposes TELOS governance primitives—action scoring, receipt verification, Purpose Anchor inspection, audit-chain queries, and CCRS counterfactual replay—as MCP tools, resources, and prompts for any MCP-compatible client.

CSV Analytics MCP Server

A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV files, filtering and querying data, computing statistics, creating aggregations, building pivot tables, and exporting chart-ready data using pandas.

Copilot Money MCP

This MCP server bridges Copilot Money with AI platforms like Claude and Cursor. It provides tools for fetching transactions, account balances, and automated data cleanup. By enabling secure, programmable access to financial records, it allows agents to perform complex tasks like transaction tagging and spending audits autonomously.

zrok-mcp

Enables AI agents to manage zrok tunnels, shares, and access programmatically through environment management, share creation/deletion/listing, and access control actions.

Rialto Swap MCP

Read-only MCP server for Rialto, the onchain swap router on Robinhood Chain, offering token listing, quoting, preflight checks, and unsigned transaction building without any signing or submission.

GullakAI MCP Server

Enables personal finance management through conversational AI, including expense tracking, budget monitoring, financial news simplification, and purchasing power comparisons across South Asian cities. Designed for WhatsApp integration with natural language commands for financial assistance.

mcp-enterprise-agent

An enterprise-grade MCP server that enables LLM agents to securely interact with PostgreSQL databases and the local file system under absolute sandbox boundaries.

clio-mcp

An MCP server for Clio Manage legal practice management software that enables Claude and other MCP clients to read and write Clio data including contacts, matters, and activities directly from chat.

StackOverflow MCP Server

Provides seamless access to StackOverflow's Q\&A database through MCP, enabling advanced search, question/answer retrieval, and rate-limit management.

sie-mcp

MCP server for Swedish accounting data analysis (SIE4, Spiris/Visma) with tools for reading financial records, generating reports, and preparing draft actions under strict human approval.

Dawarich MCP

Minimal read-only MCP server that lets you query a Dawarich instance for stats, timeline, visits, points, track details, exports, reverse geocoding, and journey summaries.

debmatic-mcp

Integrates HomeMatic smart home devices (via CCU3, RaspberryMatic, or debmatic) as MCP tools, enabling natural language query and control of rooms, devices, programs, and system variables.

Axon Pro

Transforms codebases into structural knowledge graphs for AI agents and developers, providing precise architectural awareness and dependency mapping.

Appointment Manager MCP Server

Enables users to manage appointments through a FastAPI backend with PostgreSQL database. Supports creating, listing, updating, and deleting appointments via natural language interactions through Claude.

Keyword Research Tool MCP Server

Provides comprehensive SEO analysis by crawling websites and generating AI-powered keyword insights, search volume data, and competitor strategies. It delivers detailed reports on keyword clusters and commercial intent to help optimize digital marketing workflows.

holidays-mcp

Provides real, official public holiday data for ~100 countries with tools to list holidays for a year and check if a specific date is a holiday. Free, no API key required, powered by Nager.Date.

thatsme MCP Issuer

Enables teams to automate certificate issuance and query engagement data from the thatsme platform via AI-powered tools like search_events and issue_certificates.

Financial-MCP-Server

Provides financial data extraction, calculation, and analysis from XML files via a FastMCP server, integrated with a Streamlit frontend and local LLM for secure corporate data handling.

Scenario.com MCP Server

Provides access to Scenario.com's generative AI API for text-to-image and image-to-image generation, model training, upscaling, background removal, and 70+ other AI image tools.