Discover Awesome MCP Servers

bankstatementparser-mcp

Model Context Protocol server exposing the bankstatementparser library as first-class agent tools for reading bank statements.

umami-mcp-server

Enables natural-language analytics against Umami, including traffic stats, time series, sessions, custom events, and filtered breakdowns, plus self-hosted admin CRUD for websites, users, and teams, and client onboarding.

MCP_WolframAlpha

MCP\_WolframAlpha

Limetest MCP Server

A Model Context Protocol server that enables automated end-to-end testing with LLMs using Playwright's accessibility tree rather than pixel-based inputs.

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.

utel-mcp

An MCP server that wraps the UTEL IP-telephony REST API as MCP tools, enabling LLM agents to make authenticated HTTP requests to the UTEL API via a simple tool interface.

url-metadata-api

Provides URL metadata extraction (title, description, image, site name) from OpenGraph and meta tags for link previews.

Hyperliquid MCP Server

A Model Context Protocol server providing comprehensive tools to access real-time market data, trading information, user positions, and analytics for the Hyperliquid perpetual futures exchange.

CommerceOps MCP Server

CommerceOps MCP Server is an AI-native Model Context Protocol server for e-commerce operations, enabling AI agents to autonomously diagnose and resolve operational exceptions such as stuck orders, missed payment webhooks, warehouse delays, and oversold inventory, with built-in safety guardrails and audit logging.

swiftsign-mcp

E-signature for AI agents. One unauthenticated call returns a sandbox API key (no account, no browser), then the agent can send documents for signature, check status, and download the sealed PDF plus Certificate of Completion.

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.

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.

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.

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.

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.

guxi

webgl流体模拟