Discover Awesome MCP Servers

Lattice MCP Server

An MCP server that exposes the Lattice Talent API as tools, enabling AI assistants like Claude to read and manage people data, goals, feedback, reviews, and more.

UNITARES

Runtime governance for AI-agent fleets that continuously monitors agent health, confidence, and behavior through check-ins, and returns verdicts to enable self-correction before failures occur.

Expense Tracker MCP

Provides tools for natural language expense management, including automated categorization using embeddings and real-time transaction tracking. It enables users to create expenses, generate spending summaries, and analyze subscriptions through the Model Context Protocol.

NS Travel Information Server

Provides real-time Dutch railway (NS) travel information including train schedules, delays, journey planning, ticket prices, and station details for navigating the Netherlands by train.

MCP HarmonyOS

A Model Context Protocol server for HarmonyOS development, enabling AI assistants to interact with HarmonyOS projects, devices, and applications.

college-roi-mcp

MCP server providing U.S. college ROI data (30-year NPV, major ROI, best-value rankings, and out-of-state tuition penalty) by wrapping a free, keyless API.

Shade Browser Security MCP

Standalone MCP server exposing only the security-classified tools from Shade Browser, enabling Brave CDP browser automation across 20 isolated profile slots. Built on FastMCP and Playwright Python.

paraglide-mcp

Enables translation of i18n messages in Paraglide JS projects by serving small batches, validating translations against source structure, and saving them per locale through inlang's SDK.

smartling-mcp-docker

A Docker-based MCP server wrapping the Smartling CLI, enabling natural language management of translation projects, files, and glossaries.

XBTFX MCP Trading Server

Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the Model Context Protocol using the XBTFX Trading API. It provides comprehensive tools for managing account balances, retrieving market data, and executing trade operations like opening, modifying, or closing positions.

Code Sandbox MCP Server

Execute Python, JavaScript, or SQL code in a sandboxed environment and retrieve stdout, execution time, and errors with pay-per-call via x402 (USDC on Base L2).

ase-deliver

Enables AI to generate and compile Aseprite game art, producing sprite files, sheets, and engine JSON with tools for initialization, briefs, pixel painting, building, validation, and opening in Aseprite.

Garmin MCP Gateway

A multi-user OAuth 2.1-protected gateway that enables Claude to access Garmin Connect tools through secure per-user sessions.

JMeter MCP Server

A Model Context Protocol server that enables execution of JMeter performance tests through AI assistants and MCP-compatible clients like Claude, Cursor, and Windsurf.

Licensing Hardening MCP Server

A deliberately vulnerable MCP server for local authority licensing, designed to demonstrate and fix native MCP weaknesses such as SQL injection and tool poisoning.

ERDL MCP Server

Enforces deterministic rules for AI agents with 30 built-in presets and unlimited personal rules to ensure consistent behavior.

paki-curator

Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catalog. 301 works up to native 16K, 6 tools including spatial recommendations.

MCP-framework

mcp test

Conselho Regional de Odontologia SP: Cadastro

Allows users to query the dental registry of the Regional Council of Dentistry of São Paulo from official sources.

Garmin Workout Pipeline

Enables building and uploading structured workouts to Garmin Connect using YAML or natural language, supporting running, cycling, and strength with zones and circuits.

Sure MCP Server

Integrates the Sure self-hosted personal finance platform with Claude Desktop, enabling account management, transaction operations, category viewing, and AI chat via natural language.

@cyanheads/onebusaway-mcp-server

Enables querying stops, routes, real-time arrivals, vehicle positions, and schedules from OneBusAway transit APIs via MCP, supporting STDIO or Streamable HTTP.

email-mcp

MCP server that sends outbound emails with automatic single-thread mapping in Gmail, enabling reply-style conversations within a single thread.

guxi

webgl流体模拟

Task Manager MCP Server

Enables AI assistants to manage tasks through a comprehensive interface with 8 tools for creating, updating, searching, and tracking tasks with priorities, categories, and due dates. Features persistent file-based storage, advanced filtering, and task statistics for complete task management workflow.

GitHub MCP Server

A self-hosted MCP server that gives Claude access to your GitHub account — read files, browse repos, commit changes, and manage issues and pull requests, all from a conversation.

acf-mcp

Enables AI agents to reason about the ACF governance standard for autonomous AI agents, providing structured assessments, regulatory compliance checks, and doctrine-based tools via MCP.

mcp-secure-sandbox

Provides a secure, containerized Python sandbox for executing LLM-generated code with multi-layer isolation, along with JSON/CSV validation and workspace state snapshots.

Metro Logs MCP

Captures and provides access to React Native console logs from Metro bundler, enabling AI assistants to retrieve, filter, and search app logs in real-time without manual copy/paste.

Fluxmail

Self-hosted MCP server to access your Gmail / Outlook / IMAP email