Discover Awesome MCP Servers

GeoSpatial MCP Server

A Model Context Protocol (MCP) based geographic processing server that provides spatial analysis functions including coordinate system conversions, distance calculations, and area calculations.

db-mcp

A lightweight MCP server for relational databases, enabling dynamic connections to PostgreSQL and MySQL, SQL execution, and transaction control.

JSON Placeholder Posts MCP

Fetches and filters posts from JSON Placeholder API by userId, with support for elicitation when userId is omitted.

Allure TestOps MCP

Production-ready MCP server for Allure TestOps, enabling test case, launch, test result, and test plan management via natural language.

HyperXosist Agent

MCP server for noise-reduced X (Twitter) search planning and Feedback-to-Fix engineering handoffs. Enables AI agents to generate structured search plans, filter signals, and build handoff packages via MCP tools.

mcp-graphify-autotrigger

Provides efficient knowledge-graph queries and unrestricted shell delegation for AI agents, reducing token usage by 80-150x and bypassing app tier restrictions.

mcp-dolphin

An MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controller input (GameCube + Wii Remote), pause/resume/reset, savestates, and frame advance from MCP-compatible clients (Claude Desktop, Claude Code, etc.).

browser-relay-mcp

Unlimited, session-authenticated web search and fetch for AI tools using your own browser. Supports authenticated/paywalled pages without API keys.

DX12 Engine MCP Server

Enables AI agents to control the DX12 Engine editor for game development, including scene editing, entity manipulation, and playback testing via natural language commands.

demo-mcp-01

A starter MCP server that provides a calculator tool for performing basic arithmetic operations within Claude Desktop. It serves as a demonstration project for building and extending local tools using the Model Context Protocol.

HF Dataset MCP

An MCP server for the Hugging Face Dataset Viewer API that enables searching, fetching, and filtering datasets on the Hugging Face Hub. It allows users to explore schemas, perform full-text searches, and analyze dataset statistics through natural language.

Survey Insight MCP Server

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

Agentomy MCP Gateway

Governs any stdio MCP server by interposing between the agent and the server, enforcing policy on every tools/call and refusing denied actions before they reach the upstream server.

macos-mail-mcp

An MCP server for Apple Mail that enables Claude to read, search, manage, and compose emails via AppleScript.

Chas Elite Prep MCP

MCP server for preparing CHAS, SafeContractor, and Constructionline pre-qualification assessments, enabling readiness checks and policy audits.

DrayTek Vigor MCP Server

Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP tools.

@duytnb79/asana-mcp

A local MCP server that lets you interact with Asana using a personal access token, providing tools to list projects and tasks, search tasks, create and update tasks, and add comments via the Asana REST API.

UniFi Internal API MCP Server

Provides 170+ tools to manage UniFi networks via the internal controller API, enabling AI assistants to perform full network management including clients, devices, WLANs, firewall, and more.

MCP-Local-SharePoint-Server-Setup

Provides read-only access to local SharePoint/OneDrive synced files, enabling listing, searching, and querying Excel workbooks with filters and aggregations, all within a strict sandbox.

Video Pipeline MCP Server

MCP server for managing video pipelines, integrating media processing (TTS, STT, image generation) and video editing, with a structured plugin system and tunnel to Claude AI Web.

Hikvision CCTV MCP

MCP server for managing Hikvision NVRs and IP cameras via ISAPI, providing tools for device info, camera channels, user management, and configuration changes with safety confirmations.

WordPress Abilities MCP Server

Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as AI-accessible tools, enabling interaction with WordPress sites and any registered plugin abilities through natural language with automatic schema validation.

pg-readonly-mcp

Enables read-only exploration of a Postgres database using natural language, with multiple safety layers to prevent any modifications.

Memory MCP

Persistent knowledge base for AI tools: store coding rules, project context, and decisions once, then let any MCP-compatible client read them via a single endpoint.

MentionsAPI MCP Server

Enables AI agents to check brand mentions across AI search surfaces like ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews using natural language queries.

MCP Canteen Server

A service that provides cafeteria dining statistics, allowing users to query breakfast and lunch attendance numbers within a specified date range.

PipRail

A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402 payment-gated URLs across every major chain (EVM, Solana, and many non-EVM families). Self-custodial and backendless, your key, your RPC, with spend caps enforced before any on-chain send.

knowledge-mcp

An MCP server that enables semantic search over a private knowledge base via pgvector, with GitHub OAuth authentication and a RAG pipeline.