Discover Awesome MCP Servers

DataFrame Analyst MCP

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

mise-en-space

An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.

fldigi-mcp

Enables MCP clients like Claude Desktop to control the fldigi amateur radio digital modem application, including modem, rig, log, and transmit functions, with a callsign-based transmit safety gate.

LLMarr

An MCP server that replicates Sonarr/Radarr/Lidarr functionality driven by an LLM, enabling automated torrent management for TV shows and movies.

Atlas MCP Server

Provides an enterprise-grade AI-powered pipeline with 33 professional tools for code analysis, migration, testing, and more, integrated with modern IDEs like Cursor and VS Code.

Agentic Developer MCP

An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.

engram

Provides persistent project memory for AI coding agents, enabling context retention across sessions via event logging, briefing generation, and querying.

legal-cite

Verifies legal citations by fetching the exact, in-force wording of cited articles from official PL and EU legal sources, preventing hallucination by returning verbatim text.

SubMCP

MCP server that delegates bounded subtasks to NVIDIA NIM sub-agents, enabling context offload and parallel fan-out for coding assistants like Claude Code and Cursor.

employee-mcp-server

MCP server that connects Claude to a MySQL employees database, enabling listing, searching, adding, and analyzing employee records through natural language.

Super Calculadora MCP

An MCP server providing over 30 mathematical and statistical tools, enabling language models to perform calculations, trigonometry, statistics, combinatorics, and list operations through natural language.

Revolut Business MCP

Read-only Model Context Protocol (MCP) server exposing Revolut Business transaction data to MCP clients over stdio.

AMiner MCP Server

Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.

TuringMind MCP Server

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

whm-mcp-server

Enables AI assistants to manage WHM hosting accounts and server administration tasks including account management, server stats, updates, SSL, backups, and email through a secure API.

Mimir

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, workflows, and best practices. Enables generation of work plans, progress tracking, and continuous process improvement through AI-proposed playbook updates.

mcp-freshbooks

Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, expenses, payments, time tracking, projects, estimates, and financial reports. OAuth2 with automatic token refresh.

Realtime Exchange Rate MCP Server

Provides real-time foreign-exchange rates, historical data, and multi-currency lookups to MCP-compatible AI coding assistants like Claude Code and Cursor.

mcp-daktela

Read-only MCP server for the Daktela contact center REST API, providing 40 tools to access tickets, calls, emails, chats, contacts, CRM records, campaigns, and real-time agent status.

screener-mcp-pro

MCP server providing fundamental and technical data on Indian-listed companies from Screener.in and Yahoo Finance, including financial statements, ratios, and technical indicators.

Claude Memory MCP Server

Provides persistent storage for Claude's context by enabling saving, loading, searching, and managing memories across categories with version control and backup capabilities.

newsflash

MCP server for Newsflash, offering a deduplicated, corroborated news event graph from 260+ outlets, backfilled five years. Enables agents to query events, articles, sources, and corpus stats via natural language.

imap-smtp-mcp

Exposes any IMAP mailbox and SMTP relay as MCP tools, enabling email management (read, search, send, delete) through MCP-compatible agents.

mcp-abap-adt

An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retrieval of source code, table structures, and more via the ADT protocol.

workatastartup-mcp

Enables reading Y Combinator's Work at a Startup job postings and company details through a logged-in session, providing structured data to AI assistants.

srp-tariff

Enables exact residential electricity rates and itemized bills for Salt River Project, computed from filed tariffs with citations, via tools for listing plans, getting rates, and calculating bills.

unifiles-mcp

Provides AI assistants with unified file operations via MCP, supporting Excel, PDF, Word, and SQLite file reading, writing, and querying.

tauri-mcp

A Tauri plugin that enables AI agents to interact with Tauri applications through screenshots, DOM inspection, and input simulation via the Model Context Protocol. It allows agents to perform actions like clicking, typing, and executing JavaScript within the application's webview context.

Mnemoverse Memory

Persistent long-term memory for AI agents — semantic recall across Claude, Cursor, ChatGPT & MCP.

BlenderMCP

Enables connecting Blender 3D to AI assistants via MCP, allowing prompt-driven 3D modeling, scene editing, and real-time manipulation. Supports object/material control, scene inspection, viewport screenshots, and integrations with Poly Haven, Sketchfab, and AI model generators.