Discover Awesome MCP Servers

artifactgraph

Enables local-first analysis of platform specifications against registries, identifying gaps and generating allowlisted code for Cursor and CLI workflows.

guru-pk-mcp

An MCP server that enables multi-round AI expert debates with dynamic expert generation, cross-debate, and Tufte-style infographic export.

Yamcs MCP Server

Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

stylelint-mcp

Enables AI models to run Stylelint on CSS files and fix linting warnings directly through the Model Context Protocol.

grazer-mcp

Multi-platform content discovery for AI agents over MCP — graze worthy content across BoTTube and an extensible set of sources.

Malaysian Weather MCP Server

Provides real-time weather forecasts for locations across Malaysia by fetching data directly from MET Malaysia's API. It enables AI assistants to query today's conditions and seven-day forecasts for states, districts, and towns.

Oura Ring MCP Server

Enables Claude to access and query personal Oura Ring health data, including activity, readiness, sleep, workouts, heart rate, stress, SpO2, sessions, and tags, via a self-hosted MCP server.

gongsi-mcp

MCP server for Korean Fair Trade Commission (공정위) corporate group disclosure compliance. It assists disclosure officers with determining disclosure obligations, calculating deadlines and fines, self-checking submissions, and finding precedents using DART and the FTC corporate group portal.

Apple Health MCP

Local-first MCP server that reads Apple Health export files (export.xml/zip) and exposes activity, sleep, HRV, and workout data to AI agents, keeping all data on your machine.

Google Workspace MCP

Enables interaction with Google Sheets, Docs, Slides, and Drive through a remote MCP server hosted on Cloudflare Workers, with OAuth authentication and Claude-native connect.

attest-mcp

MCP server for Spazio Genesi's attestation service that enables AI agents to attest, verify, and check digital works with full privacy, as file bytes never leave the device.

grantconnect-au

Enables searching and analyzing Australian Commonwealth grant opportunities and awarded grants from grants.gov.au, including recipient lookups and coverage checks.

cn-financial-mcp

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

simliverse-mcp

Provides a unified MCP server for the SimLiverse Physical AI Platform, enabling LLM copilots to access Isaac Sim knowledge via NVIDIA NIM and execute/control simulation through a TCP socket.

SIMPA

SIMPA is a Model Context Protocol (MCP) service that learns from every interaction to continuously improve prompt quality. It remembers what worked, refines what didn't, and automatically selects the best prompts for any situation.

chrome-mcp-bridge

An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 22 browser-automation tools to any MCP client, driving the official Claude Chrome extension via native messaging without requiring a claude.ai login.

memory-quality-mcp

Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

@striderlabs/mcp-opentable

Enables AI agents to search restaurants, check availability, and book reservations on OpenTable, including managing booking history and handling multi-factor authentication.

MCP Movidesk Server

Enables AI agents to create, query, search, and manage Movidesk tickets directly via natural language.

Freeplay MCP Server

Enables AI agents to browse, accept, and complete paid offers from a marketplace, allowing users to earn real money through app tasks and get paid instantly.

API Debugger MCP

Enables AI agents to inspect, test, validate, compare, and debug HTTP APIs through a structured toolkit, with features such as secret redaction, response contract validation, regression comparison, health checks, and incident investigation workflows.

MSSQL MCP Server (Streamable HTTP)

Provides MCP tools to query and inspect Microsoft SQL Server databases via a Streamable HTTP transport, including tools for running T-SQL queries, previewing tables, and retrieving schema context.

Flighty MCP Server

Connects AI assistants to the Flighty flight tracking app for querying flight status, delay forecasts, stats, and adding/removing flights via natural language.

Jira MCP Server

Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.

Unofficial WCA MCP Server

Enables AI assistants to access World Cube Association speedcubing data including world records, competitor profiles, competition information, and championship results. Supports queries about rankings, competition schedules, and detailed speedcubing statistics through natural language.

Tribunal TRT1: Consulta Processual

Enables querying labor court proceedings from TRT1 (Tribunal Regional do Trabalho da 1ª Região) directly from AI assistants, with read-only access and prepaid credit billing.

Light DevOps MCP Server

Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

yoto-mcp-server

Enables audio uploads and MYO card creation for Yoto players directly from the terminal, using OAuth authentication and Warp AI integration.

thoughtproof-mcp

Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base.