Discover Awesome MCP Servers

recall-memory-mcp

Enables AI agents to store, retrieve, and self-improve procedural memories (lessons learned) based on relevance to the current task, pruning unused memories to reduce context load and prevent repetition of past mistakes.

vps-mcp

Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys through the VPS.org API via natural language.

Niche MCP

Editorial intelligence MCP server that helps agents discover stories worth writing about by analyzing primary sources, ranking angles, and turning signal into publishable drafts.

codeviewer-mcp

A stateful, AST-aware MCP server for structured code review workflows. It enables iterative review sessions with AST-based context localization and provides structured feedback with verdicts and patch suggestions for JavaScript/TypeScript code.

petal-components-mcp

MCP server that exposes petal_components schemas and usage examples to AI coding assistants, enabling generation of idiomatic Phoenix LiveView markup.

Cloudera Data Visualization MCP Server

Enables AI agents to manage Cloudera Data Visualization resources including groups, users, roles, segments, workspaces, datasets, visuals, connections, and migrations via natural language.

Playwright MCP Server

Enables browser automation using Playwright, allowing LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.

fastpanel-mcp

Enables natural language management of FastPanel 2 servers, including creating sites, databases, SSL certificates, and hardening nginx configurations.

Gamma MCP Server

Enables AI assistants to generate presentations, documents, and webpages through the Gamma.app API with support for custom themes, tones, audiences, and image generation.

telegram-call-mcp

MCP server that enables AI agents to place real Telegram voice calls and speak a message aloud via TTS, with configurable repeats and call handling.

geup-ddong-seoul-mcp

MCP server for finding nearby public toilets in Seoul, with real-time open status and accessibility filters.

Act CRM MCP Server by CData

This read-only MCP Server allows you to connect to Act CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

APAC Compliance MCP

MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Singapore/Korea/India/Australia/Hong Kong/Indonesia), outreach templates, etiquette guides, follow-up cadences, stakeholder maps. PDPA/APP/APPI-aware.

anapioficeandfire

Enables AI agents to query data from the An API of Ice and Fire, a comprehensive source for Game of Thrones and A Song of Ice and Fire information, through natural language.

Playwright MCP

Enables browser automation and web page interaction using Playwright's accessibility tree for fast, structured automation without requiring vision models or screenshots.

Image Generation MCP Server

An integration server that connects to gpt-image-1 and Gemini imagen4 models, allowing users to generate high-quality images from text descriptions via simple API endpoints.

Codex Gemini Web Bridge

Enables Codex to interact with Gemini Web through browser automation, allowing it to ask scoped questions and analyze public URLs or YouTube videos without a Gemini API key.

luaLLM-MCP

Enables safe model management via leases for luaLLM, allowing users to acquire, release, and manage model instances through MCP tools.

restaurant-agent

A permission-aware MCP server for restaurant backend operations, enabling role-based access to menus, orders, sales, and drafting specials with a human approval workflow.

mcp-tw-invoice

A server that queries Taiwan uniform invoice winning numbers and performs automatic prize matching.

Brain MCP

Enables inter-session communication and coordination for multiple Claude Code instances through a shared SQLite database. Supports real-time messaging, shared state management, and resource locking to facilitate parallel development workflows between AI agents.

NitroStack Calculator MCP Server

A minimal MCP server template for learning NitroStack fundamentals, featuring a calculator module with tools, resources, and prompts.

mcp-data-kcmo

MCP server for accessing Kansas City, MO open data through the Socrata SODA API. Enables querying and retrieving public datasets from data.kcmo.org.

GachaMCP

A Python MCP server that helps AI interact with Gacha games through screenshot capture and click automation, enabling game analysis and automated actions.

HubSpot MCP Server

Enables AI assistants to interact with HubSpot CRM data, providing tools for managing contacts and companies, retrieving activity and conversations, and performing semantic search with vector storage and caching for improved performance.

Premiere-MCP-BuildX-Exclusive-V3

Enables prompt-driven video editing in Adobe Premiere Pro, allowing Claude to transcribe footage, decide cuts, build motion graphics, and assemble timelines via natural language.

IsoFinancial-MCP

An enhanced MCP server providing comprehensive financial market data endpoints for quantitative trading analysis, including SEC filings, FINRA short volume, earnings, news, and Google Trends. It features meta-tools that consolidate multiple data sources into single efficient calls, optimizing for AI agents with iteration budgets.

veriloop

Exposes a verified tool registry (calculator, sandboxed file read, web fetch) over MCP stdio, enabling any MCP-capable client to reuse the same tools from the inspectable ReAct loop.

ToolForge MCP

A governed registry of reusable Python tools for AI agents, enabling search by intent, execution with JSON input, draft registration, and lifecycle management.

CryptoConduit-MCP

An MCP server that gives AI agents direct access to Polymarket Crypto prediction markets, enriched with live spot prices. Discover markets, analyze order books, paper trade strategies, track activity, and execute live trades — all through natural language.