Discover Awesome MCP Servers

@erplinker/bigcommerce-mcp

Provides AI assistants with comprehensive, precise BigCommerce developer documentation via 12 MCP tools, including REST endpoints, GraphQL operations, webhooks, OAuth scopes, and code examples.

supermem

MCP server providing persistent AI memory with four-tier retrieval (SQLite FTS5, graph, vector, LLM agent) to give AI assistants structured, long-term memory without RAG.

Google Ads MCP Server

Enables comprehensive management of Google Ads accounts by allowing users to create campaigns, manage keywords, and generate performance reports through a context-aware interface. It features a three-layer architecture that integrates product knowledge and historical campaign data to support intelligent decision-making.

Crypto Funds MCP

An MCP server that provides AI agents with structured, real-time data on cryptocurrency investment funds, enabling deeper due diligence and portfolio intelligence.

AgentRank MCP

Provides AI agents with access to real, verifiable businesses with provenance and source URLs, enabling natural-language business search and profile retrieval.

aa-mcp-server

An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to your American Airlines AAdvantage account — mile balance, Loyalty Points progress, transaction history, upcoming trips, travel credits, and partner offers.

Amazon Redshift MCP Server by CData

Amazon Redshift MCP Server by CData

Langfuse MCP Server

Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.

mcp-db-schema-tools

Database schema management MCP server for Claude Code, enabling natural language management from business requirements to complete databases.

SQL Server MCP Server

Enables AI agents to interact with SQL Server databases for debugging and data issue resolution, providing tools for query execution, schema inspection, and diagnostics.

bd-skill

An MCP server that provides Claude Code with access to Black Duck SCA for managing vulnerabilities, licenses, and policy violations through natural language. It enables users to query component risks and execute Black Duck Detect scans directly within their workspace.

@mealmastery/mcp-server

MCP server for MealMastery AI meal planning that enables users to manage meal plans, recipes, and grocery lists through natural language conversation with AI agents like Claude.

mcp-fbi-artcrimes

Provides access to the FBI National Stolen Art File (free, no auth) for querying stolen art data through natural language.

Ghidra MCP Server

Enables LLMs to perform binary analysis using Ghidra in headless mode, extracting functions, pseudocode, structs, and enums from binaries for interactive reverse-engineering.

OpenRAG MCP Server

An open-source MCP server for RAG over personal documents. Supports three parallel strategies — Traditional, Contextual, and Graph RAG — with all data stored locally for privacy.

Pulumi Events MCP

MCP server for managing events on Meetup.com and Luma via AI assistants like Claude.

FreeRTOS Embedded Development MCP

Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.

LLMIntel Model Lifecycle

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to. Covers OpenAI, Anthropic, Azure, Bedrock, Google, and Cohere from each provider's own deprecation pages.

codepic

Lets AI coding agents generate editable hand-drawn diagrams directly in CodePic, with support for templates and iterative updates.

gmap

Enables resolving places from URLs or text, confirming candidates, and saving them to the correct regional Google Maps saved lists with optional notes.

Qdrant Neo4j Crawl4AI MCP Server

Enables autonomous orchestration of vector search, knowledge graph queries, and web crawling through a single MCP interface, providing agentic RAG capabilities for AI assistants.

DevMemory MCP

Analyzes Git commit history and code diffs to auto-remember development context, providing commit timelines, work sessions, unfinished task detection, and daily/weekly reports.

PayFast MCP Server

Enables AI assistants to interact with the PayFast payment gateway to manage transactions, subscriptions, and refunds. It provides a suite of 13 tools with built-in human-in-the-loop safety confirmations for high-risk financial operations.

email-verify

Enables real-time email verification via MCP tools, checking syntax, MX, disposable domains, and optional SMTP probe to determine deliverability with a VALID/RISKY/INVALID verdict.

GitHub CLI MCP Server

An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to interact with GitHub repositories through commands for pull requests, issues, and repository operations.

MCP MySQL Server

A reusable MCP server for MySQL that enables native integration with Cursor IDE, allowing SQL queries, table inspection, and database exploration.

AWS MCP Audit

Enables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using external IDs.

dangerous-skills-mcp

A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adversarial fixtures over MCP for security-research testing, supporting SEP-2640 skill delivery with archive-safety hardening.

Cloudera Hive MCP Server

Enables LLM agents to query and explore Cloudera Hive virtual warehouses through tools like list_databases, list_tables, describe_table, get_table_sample, and execute_query with read-only safety.

Chinese Tourism Spots MCP Server

Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.