Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Monetize your AI agent with contextual product recommendations

An MCP server to interact with the Smithsonian’s Open Access collection.

Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similarity, and multi-hop association - to deliver human-like memory recall.

An agent engine for creating powerful and secure AI Agents powered by Starknet.

A read-only MCP server for querying live Snapchat Ads data using the CData JDBC Driver.

Bring your Snapchat Ads data into Claude or ChatGPT with Two Minute Reports MCP and get accurate insights on swipe up rates, app installs, eCPI, CPL, Purchase ROAS, etc.

Capture any website as PNG, JPEG, WebP, or PDF with a single tool call.

Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows across sessions, crashes, and agent handoffs. Free tier included.

Live browser debugging for AI assistants — DOM, console, network via MCP.

Provides access to USDA SNOTEL weather and snow data.

Snowflake database integration with read/write capabilities and insight tracking

Interact with Snowflake databases to query and manage data.

An experimental MCP server to access Snowflake Cortex insights from your development environment.

A server for Snowflake providing tools for its Cortex AI features, including Search, Analyst, and Complete.

An MCP server for Snowflake providing tools for Cortex AI features like Search, Analyst, and Complete.

A read-only server for interacting with Snowflake databases, allowing SELECT queries and access to schema context.

A read-only MCP server for querying live Snowflake data, powered by CData.

An MCP server for interacting with Snowflake databases.

Integrates and executes Snowflake stored procedures through an MCP server.

Automate web browsers and Electron desktop applications for AI coding agents.

Interact with Google BigQuery databases using natural language queries and schema exploration.

Control SO-ARM100 and LeKiwi robot arms using LLM-based AI agents.

Provides real-time football match information from the SoccerDataAPI using natural language.

Provides football (soccer) statistics and live match data using the API-Football service.

The unified API for social media data - built for developers and AI agents.

Connect AI assistants to SocialBu to create, schedule, publish, and analyze social media content from chat.

Trending content from Hacker News, Dev.to, IMDb, podcasts, and Eventbrite

Single API key to access 21 + real time social media data

50+ AI tools for end-to-end social media management — brand extraction, video generation, multi-platform scheduling, analytics, and closed-loop optimization.

Scan dependencies for vulnerabilities and security issues using the Socket API.

A simple note storage system that allows adding and summarizing notes using a custom URI scheme.