Discover Awesome MCP Servers

pdfplumber MCP Server

Extract tables, text, and metadata from PDFs using pdfplumber, enabling structured data extraction from PDF documents.

USDCx Bridge

A conversational MCP server that enables bridging USDC between Ethereum and Stacks through natural language interactions with ChatGPT, handling deposits, withdrawals, and live status tracking via React widgets.

@8ux-co/eelzap-mcp-server

Connect your AI assistant to Eel Zap CMS to create collections, manage content, upload media, and publish through natural language.

Kachaka MCP Server

Enables AI models to monitor and control Kachaka robots via MCP, including navigation, shelf operations, and sensor data access.

search-context

Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

ZipKit MCP Server

Enables AI agents to access Thailand tax, visa, and expat-money tools, including tax calculation, remittance checks, residency counting, and premium rule-engine queries.

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

Agent Harness Lab MCP Server

Provides a guarded semantic layer for text-to-SQL, offering tools for schema discovery, semantic profiling, and query verification to enable safe and reliable SQL generation on enterprise databases.

MCP Agent Trace

Enables recording and analyzing AI agent execution traces, including event logging, metric computation, loop detection, and JSON export for debugging agent behavior.

CloudStack MCP Server

Enables comprehensive management of CloudStack infrastructure through natural language, providing access to over 735 API methods for virtual machines, networking, and storage. It features enterprise-grade security with a safety confirmation system for destructive operations and extensive API coverage.

Safety Replay Gate MCP

Replay safety evals before agent releases move forward. A paid remote MCP for AI agent safety replay checks, policy gates, eval receipts, control-fix suggestions, and release evidence exports.

gitea-mcp

An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.

Apple Calendar MCP

Enables Claude and other MCP clients to directly interact with macOS Calendar.app using AppleScript for local calendar management. Provides tools for listing, searching, creating, updating, and deleting calendar events without cloud APIs or CalDAV setup.

twitter-automation

A Model Context Protocol (MCP) server that enables Claude to automate Twitter posting with AI-generated images and thread support.

Scenic MCP

A Model Context Protocol server that enables AI-driven automation and testing of Scenic Elixir applications through a TCP connection.

opendock-mcp

An MCP server that connects AI assistants to the Opendock Neutron API for managing dock scheduling, appointments, warehouses, and related operations.

ACP to MCP Adapter

Bridges Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) applications, allowing MCP clients such as Claude Desktop to discover and invoke ACP agents as tools and resources.

hevy-coach-mcp

MCP server for Hevy that fetches live workout data and computes analytics like e1RM, PRs, volume, and consistency, while enabling writes for routines, folders, and body measurements without modifying workout history.

valorem-mev-mcp

Gives MCP-compatible LLM agents direct access to real-time MEV and DeFi data via Valorem's x402-paid API endpoints, with payments in USDC on Base mainnet.

frankfurter-mcp

MCP server for the Frankfurter exchange-rate API, enabling currency conversion and rate queries.

Cadastre

Cadastre is an address book and rulebook for infrastructure, giving people and AI agents a single place to query facts about servers, services, networks, domains, repositories, and deployment policies, with provenance and trust signals.

barcode-mcp

MCP server for generating and decoding barcodes, QR codes, and encoding RFID EPCs according to GS1 standards. All processing is local with no network calls.

brightdata-gatekeeper

Enables agents to drive an evidence-based approval loop for Bright Data scraper repairs, detecting breakage, generating heal prompts, and verifying fixes against golden rows before commit.

dsh-crew

Enables dispatching work to DeepSeek Harness agents from Claude Code/Codex, with native progress UI, tier policy, and vision/image generation through MCP tools.

GitHub OAuth MCP Server

A remote MCP server deployed on Cloudflare Workers with GitHub OAuth authentication, providing tools for mathematical operations and GitHub API access.