Discover Awesome MCP Servers

Plotnine MCP Server

Enables creation of publication-quality statistical graphics using plotnine's grammar of graphics through natural language, supporting 20+ geometry types, multi-layer plots, and flexible theming for data visualization.

jmeter-mcp

Integrates Apache JMeter with AI assistants to run and manage load tests through natural language. It enables users to execute test plans, parse results, inspect test structures, and compare performance metrics across different runs.

garmin-givemydata

Downloads all your Garmin health and fitness data into a local SQLite database and exposes 45 MCP tools for AI analysis, enabling assistants to query sleep, training load, HRV, and more.

naver-mcp

Naver Search API + Datalab API MCP server with 19 tools for Korean web search and trend analysis.

TradingView MCP Server

Provides advanced cryptocurrency and stock market analysis using TradingView data with real-time screening, technical indicators, and pattern recognition. Supports multiple exchanges and markets for comprehensive trading intelligence through natural language queries.

Money Lover MCP Server

Enables AI assistants to interact with Money Lover personal finance app through unofficial REST API. Supports authentication, wallet management, transaction querying, and creating new transactions for expense tracking.

Technocore Memory MCP

Enables MCP-compatible AI agents to save encrypted, DID-signed session checkpoints and resume the latest state across sessions, while keeping secrets and credentials in a local vault.

SEO Research MCP

Enables AI-powered IDEs to perform SEO research including backlink analysis, keyword generation, traffic estimation, and keyword difficulty using Ahrefs data and CapSolver for CAPTCHA solving.

ContextNest

Structured, versioned context for AI agents. Context Nest organizes knowledge as markdown documents in a vault, with versioning, integrity verification, and a query language.

@om-surushe/efficient-ado

Enables AI assistants to interact with Azure DevOps through an MCP server with 34 tools for PRs, work items, repos, and branches, optimized for token efficiency and agent-first workflows.

homelab-mcp

MCP server giving AI assistants full control of a Proxmox homelab, enabling management of VMs, containers, Docker projects, media stack, and monitoring via natural language.

ClearList MCP Server

Enables AI agents to manage resale operations, including onboarding sellers, creating listings, publishing sale pages, and managing buyers via the ClearList API.

GLOBAL TAX RATES MCP | AI2Fin

AI2Fin's free Tax MCP server connects any assistant or agent — Claude, ChatGPT, Cursor, custom builds — to live tax data: GST and VAT rates, income tax, company tax and capital gains across all the countries. Every answer cites the national tax authority with a verified date. No login, no API key, nothing stored. Explore for fun facts alongside all the verified rates.

Codex MCP Sidecar

A local MCP server that lets Claude Code start, resume, and wait for Codex app-server sessions while humans inspect live sessions from a terminal.

MCP with Gemini Integration

Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.

MCP Database Server

Provides Claude with direct access to databases including SQLite, SQL Server, PostgreSQL, and MySQL, enabling execution of SQL queries and table management through natural language.

OCR MCP Server

A Tesseract.js-based server that enables image-to-text recognition within MCP-compatible environments like Cursor. It supports multiple languages and common image formats, allowing users to extract text from local files using natural language commands.

codex-trajectory

A read-only MCP server that turns Codex task logs into privacy-aware event ledgers and interactive timelines, providing tools to list sessions and retrieve trajectory data with summary or full detail levels.

FortiGate MCP Server

A production-ready MCP server for managing FortiGate firewalls, enabling AI assistants to manage firewall policies, network objects, routing, and device configurations.

english-tutor-mcp

Enables English language practice by silently logging messages and providing reports on recurring grammar patterns without interrupting conversation.

e2b-code-mode

A Code Mode MCP server for the e2b API, giving agents three tools (search, execute_read, execute_write) to write and run JavaScript functions inside sandboxed environments for API discovery and calls.

DeepMap AI MCP Server

Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earthquake/volcano/tsunami/sinkhole prediction, weather intelligence, insurance underwriting, climate migration, and parametric triggers.

MiniCPM Vision MCP

为DeepSeek、Claude Desktop等AI助手提供本地视觉能力，支持图片描述和视频帧分析，数据不出机。

Biwenger World Cup 2026 Lineup Optimizer

Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with API endpoints for lineup optimization, player comparisons, and captain picks. Operates locally without accessing your actual Biwenger account.

@cyanheads/biorxiv-mcp-server

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

After Effects MCP Server

Enables AI agents to control Adobe After Effects for project inspection, composition creation, and layer manipulation via a hardened bridge panel.

Community Research MCP

Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.

Motley MCP Server

Enables AI assistants to query structured NYC family data, including neighborhoods, schools, admissions, safety, health, family resources, kids' activities, and neighborhood comparisons.

Timesheet Assistant MCP

Generates timesheets from activity data and automates submission to PSI Project Server (SharePoint-based systems) using browser automation. Works with Activity Collector MCP to fetch data from GitLab, GitHub, and Calendar services.

reddit-search

Enables searching Reddit posts, fetching subreddit content, and retrieving post comments without requiring an API key. It uses public JSON endpoints to provide seamless access to Reddit data for LLM-based applications.