Discover Awesome MCP Servers

Grey Swan LLM Safety Challenge MCP Server

Grey Swan Arena 대회에서 LLM 안전성 문제점을 문서화하고 분석하기 위한 MongoDB 통합 MCP 서버.

GSC MCP Server

A TypeScript Model Context Protocol server that provides 21 tools for interacting with the Google Search Console API, enabling search analytics, URL inspection, sitemap management, and more through AI assistants.

Huoshui File Search

Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.

hig-mcp

Provides Apple Human Interface Guidelines design tokens (colors, typography, Liquid Glass constraints, SwiftUI mappings) as structured data for AI coding agents.

SarjAI EV Charging Assistant

MCP server that enables AI-powered EV charging station management, including live session tracking, automatic battery state detection, remote cable unlock, and RAG-based technical support from OCPP documentation.

Mermaid-Grammer-Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

Odoo MCP Server

A Model Context Protocol server that enables AI assistants to interact with Odoo ERP systems, providing comprehensive tools for searching, creating, updating, and managing Odoo records through a standardized interface.

google-drive-comments-mcp

A focused MCP server for reading comments on Google Drive files — Docs, Sheets, and Slides, with read-only OAuth scope.

@payghaam/mcp-server

An MCP server that tells your coding agent which analytics events your Payghaam journeys are waiting for, so it can add them to your app.

Autokirk MCP Server

Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.

TD_MCP

A local-first MCP server for TouchDesigner that provides offline documentation retrieval and live control of TouchDesigner sessions, enabling AI-assisted network building and parameter management.

agent-observability-mcp

MCP server for AI agent observability, providing trace and span logging, search, latency/tokens/cost metrics, and anomaly detection using an in-memory buffer.

ct-mcp

Nine deterministic MCP tools that make LLM answers prove themselves before you trust them.

Jelly Memo Local MCP Server

A local MCP server that enables AI tools to find and propose changes to Jelly Memo notes, running only on 127.0.0.1:8765 with optional pairing token for security.

WeaveTab-MCP

The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via CDP with zero vision tokens and high-speed DOM mapping.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers that can be connected to Claude Desktop or the Cloudflare AI Playground to expose custom tools remotely.

poker-bankroll-tracker-mcp

Enables fetching poker sessions and computing aggregate statistics (profit, win rate, etc.) from the Poker Bankroll Tracker API.

Kairos Signal MCP Server

Enables AI agents to access verifiable DePIN supply-side telemetry, browse and purchase data products using credits, query datasets, and verify data provenance with cryptographic and zero-knowledge tools.

Kimi Project Intelligence MCP

A Model Context Protocol server for Kimi-CLI that provides semantic project indexing, intelligent code retrieval, and dynamic skill routing to enhance code assistance. It supports incremental indexing, file watching, dependency graphs, git integration, code summarization, REST API, and web UI for managing project indexes.

QuickBooks Online MCP Server

Comprehensive MCP server for QuickBooks Online providing full CRUD operations on 29 entities (customers, invoices, bills, etc.) and 11 financial reports, enabling accounting data management via natural language.

RSS-MCP

Professional RSS/Atom feed management system with AI-powered analytics including sentiment analysis, trend detection, auto-categorization, cross-source verification, automated scheduling, and content export capabilities.

mcp-memory-rs

Local-first MCP memory server providing persistent, versioned, queryable memory for AI agents using JSON categories and SQLite FTS5, with optional fleet sync.

Pandas-MCP Server

Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.

Open Workbook

Local-first MCP runtime for fast, reversible, template-aware Excel automation, enabling agents to manipulate live Excel workbooks with safety features like snapshots and rollbacks.

mcp-garmin

Exposes Garmin Connect data through MCP, enabling retrieval of activities, health metrics, training status, and workouts, with OAuth authentication and confirmed write operations.

AI Process Manager

Enables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.

Hueflow SketchUp MCP

Connects Claude AI to SketchUp, allowing you to create and modify 3D models via natural language commands.

Gooseworks MCP

A Model Context Protocol (MCP) server that exposes GitHub tools for repository management, code search, issue creation, and pull request operations.

arcgis-berkscounty

An MCP server that provides access to Berks County, Pennsylvania open geospatial data (ArcGIS), enabling search, query, and schema retrieval of datasets like parcels, addresses, and zoning.

DC Hub

Connects Claude to live data-center, power & grid intelligence data, enabling query and citation of over 21,000 facilities, power markets, grid telemetry, and more.