Discover Awesome MCP Servers

Workshop

Enables LLM clients to query current weather and temperature for a city and simulate sending invitations with confirmation and per-item progress.

mad-invoice-mcp

Enables creation and management of invoices with JSON storage and LaTeX-based PDF rendering. Supports draft creation and professional PDF generation through customizable LaTeX templates.

Browser MCP

Enables MCP clients to control a real local browser window for web automation tasks such as clicking, typing, scrolling, and taking screenshots.

MCP2ANP Bridge Server

Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Protocol) agents through three core tools: authentication setup, document fetching, and OpenRPC method invocation. Converts ANP's crawler-style interaction paradigm into MCP-compatible tools for seamless agent communication.

Gardening AI MCP Server

An MCP server for gardeners providing plant identification, climate-adjusted watering schedules, soil analysis, companion planting compatibility, and pest diagnosis with organic treatment plans.

swagger-openapi-mcp

MCP server for querying Swagger/OpenAPI metadata efficiently from AI tools, enabling fast API discovery, search, and schema inspection.

x-wing-mcp

An MCP server for X (Twitter) that enables creating posts, threads, likes, follows, and DMs, plus reading posts, timelines, mentions, and search results via a unified OAuth 2.0 connection.

swarm-suite

An AI engineering team for embedded firmware, lab automation, and hardware drivers. It uses 53 specialized experts and a datasheet-to-release pipeline to produce auditable, hardware-aware code.

MCP DataFrame QA

A research-informed MCP server that enables natural language question answering over local dataframes (CSV, Parquet, or Pandas) with safe, read-only execution and typed analysis plans.

SnackMachine

Modular snack registry, scheduler, spool, and MCP knowledge conduit that enables AI-ranked search, multi-agent shared memory, and FTS5 indexing across vault layers.

chromium-sidecar

Enables local AI agents to operate the user's existing browser session via a Manifest V3 extension and native messaging, supporting tabs, DOM snapshots, clicks, form input, JavaScript, screenshots, cookies, network capture, and Arc Spaces.

Wisembly MCP Server

Enables interaction with the Wisembly API to fetch and manage event data, including event details, participants, organizers, and locations.

Ecosyste.ms Package Data

Enables querying package ecosystem data from ecosyste.ms, including package metadata, versions, security advisories, dependencies, and repository information across 40+ package registries with fast local SQLite lookups and API fallback.

PGSandbox MCP

PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It creates tracked database/role pairs, returns scoped sandbox credentials, supports bounded SQL and schema tools, and cleans up expired sandboxes with TTLs.

Ratatosk

CNCF release intelligence: typed, quoted facts (security fixes, breaking changes, deprecations) from every graduated/incubating project's release notes, updated daily. check_stack compares running versions locally — versions never leave your process.

mcp-browser-use

Enables browser automation through MCP clients like Claude or Cursor, using the client's existing LLM without requiring an additional API key.

latvian-cybersecurity-mcp

Enables querying Latvian cybersecurity data, including regulations, guidelines, and advisories from CERT.lv, directly from any MCP-compatible client.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language interactions, supporting email operations (send, read, search, draft), comprehensive attachment handling (send, receive, download), label management, filters, and batch operations with automatic OAuth2 authentication.

Epstein-Files-Plugin

Enables AI agents to search and query the public DOJ Epstein Files release across 20 databases, resolve EFTA numbers to official DOJ PDFs, and cross-check viral claims against a fact-checked registry.

cloudflare-mcp-server

Enables natural language management of Cloudflare services including Workers, KV, R2, D1, Queues, and more via the Model Context Protocol.

ToolForge MCP Server

Enables AI agents to securely discover, execute, and observe tools with role-based access control and audit logging. Serves tools over MCP stdio and HTTP for integration with Claude Desktop, Cursor, and other clients.

Tableau MCP Server

Connects Claude Desktop to Tableau Server for natural language data analysis and comprehensive administrative capabilities, including user and permission management.

CST Studio Orchestrator MCP

Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation, antenna design, and schematic-based field-circuit co-simulation through 177 MCP tools.

crux-mcp

MCP server for the Chrome UX Report, providing real-user Core Web Vitals (LCP, INP, CLS) and historical trends for any origin or URL via natural language queries.

lucid-apple-mcp

MCP server that gives Claude and local LLMs access to Apple's on-device frameworks — Vision OCR, NSDataDetector, and Apple Intelligence FoundationModels. Everything runs on your Mac with zero data leaving.

utekos-docs-mcp-server

A template for building MCP servers using the xmcp framework, with automatic discovery of tools, prompts, and resources.

whoop-mcp

Connects WHOOP fitness tracker data to AI assistants like Claude and ChatGPT, enabling natural language queries about recovery, sleep, strain, and trends.

claude-code-delegate-local

MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

Azure Pricing MCP Server

This MCP server enables querying Azure resource pricing programmatically through a structured workflow, including listing service families, service names, products, and calculating monthly costs.