Discover Awesome MCP Servers

DeepSeek Harness Plugin MCP

MCP server that lets AI agents discover, inspect, install, and run DeepSeek Harness plugins via MCP, bridging the gap between the MCP protocol and Cordis-based plugin bundles.

AppTweak MCP Server

Empowers users to search and analyze mobile apps via the AppTweak API, providing insights into app store data, reviews, ratings, and keyword performance on iOS and Android platforms.

Kelivo File Maker MCP

Enables Kelivo to generate text files (TXT, HTML, etc.) from code and return HTTPS download links, with files stored temporarily for 24 hours.

mcp-server-github-actions

MCP server for GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD.

mcp-slim-proxy

A proxy that reduces context token waste by exposing meta-tools (search_tools, load_tool, unload_tool) so the agent loads only needed tool schemas instead of all upstream tools.

ShopSignal

DTC competitor intelligence: catalog snapshots, price history, cross-brand product comparison, and drop/restock detection for 84 Shopify-powered brands. Pay-per-call via Apify.

Mermaid Grammar Inspector

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

Banana

A simple MCP server that provides tools for adding numbers, creating text files, and logging entries.

provenance-mcp

Answers why code exists by tracing file:line or natural-language questions through git blame, commits, PRs, and linked issues, providing cited evidence from history.

mcp-upbank

Enables querying Up Bank account transactions and spending habits through natural language, using the Up Bank API in read-only mode.

Node.js Sandbox MCP Server

Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.

Local Library MCP

Local MCP server that provides verified answers about Jimmer and internal libraries using a SQLite FTS5 knowledge base.

Axon

Axon is an MCP server that provides root-cause debugging and vulnerability detection for AI coding agents. It enables agents to localize bugs, verify fixes, and find security vulnerabilities with high precision, requiring zero configuration.

grocery-mcp

MCP server for grocery-related web automation using Playwright, enabling AI assistants to interact with grocery websites.

Code Sandbox MCP

Creates short-lived, offline JavaScript sandbox containers for safe code execution via MCP, with no network access and strict resource limits.

datacore-mcp

MCP server exposing Datacore's knowledge base, GTD, and engram memory to any AI assistant.

LG Washer MCP Server

Enables an AI assistant to monitor and control an LG ThinQ washing machine, including retrieving live status, profiles, and sending start/stop commands via LG's ThinQ Connect API.

Mycelia

Provides a persistent, cross-tool memory layer for AI coding agents via MCP, enabling storage and retrieval of decisions, preferences, and context across different tools and models.

taxbrainai-mcp

A standalone MCP server for Indian personal income-tax work (ITR-1/2/3/4 + post-filing notices) with 8 deterministic tools, running fully offline with no API keys.

MCP Atlassian

An MCP server that integrates with Jira and Confluence to enable AI-powered issue management, content search, and document creation. It supports both Cloud and on-premise deployments, allowing users to automate workspace tasks through natural language.

simplenote-mcp

Enables AI tools to read and optionally write Simplenote notes via local database or API, supporting offline use on macOS.

permission-aware-mcp

Enables secure file system operations (read, write, delete) and simulated command execution with server-enforced permission policies, risk assessment, and human-in-the-loop approval.

SSL Monitor MCP Server

Enables monitoring of domain registration information via WHOIS lookup and SSL certificate validity checking. Provides domain expiration dates, registrar details, certificate validity periods, and issuer information for website security monitoring.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

Google Sheets MCP

An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

Photoshop MCP Server

Enables AI assistants to control Adobe Photoshop programmatically, supporting recipe workflows, state awareness, and generative AI features through natural language commands.

MCP_Tools

A NestJS app that exposes MCP-style tools backed by hardcoded JSON, allowing users to query project details and documents through natural language via Claude.

pvs-mcp-server

A PM2-deployed MCP server that provides model context protocol endpoints for multiple SQL Anywhere databases with read-only ODBC access, enabling AI assistants to query database content.

graph-rag-obsidian

A local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your Obsidian vault.