Discover Awesome MCP Servers

safe-cart-ai

Enables AI agents to browse product catalogs and make purchases through a policy engine that enforces spending limits, requires human approval for certain amounts, and logs all actions to an audit trail.

Lyceum

An MCP server that enables querying and managing Calibre libraries via chat by interacting with the Calibre content server over HTTP. It allows users to search for books, update metadata, manage authors and tags, and handle book file uploads or conversions.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

pholly-figma-mcp

Local-first MCP bridge for live Figma documents, enabling design inspection, editing, asset export, component authoring, and variable management through a plugin and WebSocket server without consuming Figma REST API requests.

TestRail MCP Server

Connect your AI coding assistant to TestRail to manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code.

AIE8-MCP Server

An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.

lore-mcp

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

AgenSysAdmin

MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.

MCP Jira & Confluence Server

A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.

MCP Policy Gatekeeper

Provides real-time policy enforcement for AI coding agents by intercepting and validating their actions against organizational standards like naming conventions, security policies, and compliance rules before execution. Prevents violations through immediate feedback and auto-correction suggestions.

yuanhe-renovation-mcp

Enables AI agents to perform renovation tasks such as calculating tile quantities and listing common tile sizes.

AISentinel

An open-source MCP server that protects AI agents at runtime by evaluating every tool call against YAML policies and generating audit trails.

@odatano/nightgate-mcp

MCP server that lets AI agents interact with NIGHTGATE, the Midnight blockchain attestation layer, to anchor documents, verify zero-knowledge predicates, manage disclosure grants, and poll async jobs.

Google Sheets Analytics MCP

This MCP server enables AI assistants to automatically sync Google Sheets data to a local database and perform natural language queries and analysis on spreadsheet data.

@uselink/mcp

MCP server to publish HTML/Markdown docs, upload assets, and reply to stakeholder comments on uselink.app directly from AI tools like Claude and Cursor.

docs2db-mcp-server

MCP server for semantic and hybrid search over RHEL documentation using docs2db RAG, with cross-encoder reranking and support for multiple MCP clients.

DigitalOcean MCP Server

A Model Context Protocol (MCP) server that provides programmatic access to DigitalOcean's API. This server exposes tools for managing droplets, Kubernetes clusters, and container registries through the MCP interface.

Todo MCP Server

A complete todo management system with authentication and billing that enables AI assistants to create, manage, and track todos with user accounts, free tier limits, and database persistence.

Alpaca MCP Server

Enables natural language trading operations through AI assistants using Alpaca's Trading API. Supports stocks, options, crypto trading, portfolio management, and real-time market data access.

checkpointer

MCP server for file checkpointing and undo, enabling AI agents to safely read, write, and edit files with full snapshot history and revert capabilities.

composer-trade-mcp

Enables MCP-enabled LLMs to create, backtest, and trade automated investing strategies (symphonies) on Composer, with tools for monitoring performance and adjusting portfolio exposure.

Gigalixir & Turso & GitHub MCP Server

A multi-service MCP server for Cloudflare Workers that enables managing Gigalixir apps, querying Turso databases, and handling GitHub repositories through natural language.

Rechtsinformationen Bund DE MCP Server

Provides access to the official German Federal Legal Information Portal (rechtsinformationen.bund.de) enabling AI agents to search German federal laws, court decisions, and legal documentation with authoritative citations from official sources.

ar-mcp

Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible AI client via the AnchorRegistry API.

mcp-all-inkl

MCP server for managing All-Inkl.com web hosting via the KAS SOAP API, providing tools for domains, DNS, email, databases, cronjobs, and SSL certificates.

DESY MCP Server

Provides programmatic access to the DESY design system documentation, enabling AI assistants to retrieve component code, style guides, and UI patterns for the Government of Aragon.

France Data MCP

France Data MCP lets AI agents query, cross-reference and automatically enrich multiple French public registries through a unified MCP interface. France Data MCP provides a French territorial intelligence layer designed for multi-source reasoning and agentic orchestration.

SnapRef

Policy-gated MCP server for local-first browser automation, enabling agents to drive isolated Chromium sessions via snapshots, revision-bound refs, typed actuation, scripts, and telemetry receipts.

mcp-celestrak

Provides satellite orbital elements (TLE / GP data) for any tracked object via MCP.

RunningHub Image Gen MCP Plugin

Enables text-to-image generation via RunningHub's seedream-v5-lite model, with support for submitting tasks and polling for results.