Discover Awesome MCP Servers

GitHub MCP Server

Enables AI agents to interact with GitHub, providing tools to list and get repository details using a personal access token.

FinResearch MCP

Enables SEC EDGAR financial research, analysis, valuation, and chart data generation through natural language.

Orchestrator MCP Server

Coordinates up to 64 parallel expert agents for complex multi-agent orchestration and intelligent task routing within Claude Code. It enables users to analyze requests, manage hierarchical execution plans, and monitor active orchestration sessions.

web-summaries-mcp

Fetches YouTube transcripts and enables semantic search within them using local embeddings, allowing an LLM to retrieve relevant passages with timestamps.

MCP Server

mcp-server (This term is often used as is in Spanish, especially in technical contexts. However, depending on the context, you could also use a more descriptive translation.) Here are a few options, depending on the context: * **mcp-server:** (Most common, especially in technical discussions) * **Servidor mcp:** (More literally, "mcp server") * **Servidor MCP:** (If MCP is an acronym, keeping it in uppercase is common) Without more context, it's best to stick with **mcp-server**.

zaptrace-mcp

Enables AI agents to perform electronics design automation through the ZapTrace EDA kernel, including parsing designs, running ERC, placing components, routing nets, and generating manufacturing outputs (Gerber, BOM, etc.).

gmail-mcp

A Gmail MCP server that lets AI assistants search, read, send, and manage email across multiple Google accounts, deployed on Cloudflare Workers.

SAP MCP Server

Enables AI clients to query live data from SAP HANA and SQL databases through read-only SELECT queries with CSV-formatted results.

awesome-medical-mcp-server

A collection of MCP servers providing medical calculation tools (eGFR, pregnancy due dates, pediatric asthma score, strep McIsaac) for AI assistants, with support for Chinese medical terminology and detailed clinical explanations.

NOAA Climate MCP Server

Enables searching NOAA climate stations and datasets, and fetching historical weather observations via the Model Context Protocol (MCP).

mcp-openfoodfacts

Enables querying Open Food Facts product database by barcode, full-text search, category, brand, or country.

Watsonx Visualization MCP Server

Provides automated data visualization and analysis tools that intelligently select from over 40 chart types based on data structure and patterns. It enables users to generate statistical insights, interactive dashboards, and professional reports in HTML, PNG, and Word formats.

humantext-mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf. Check if text sounds AI-generated, improve it to read naturally, and verify results — all without leaving your editor.

andish-mcp

Enables MCP-compatible clients to search and query a team knowledge graph, retrieve document context, upload files for indexing, explore entities and connections, and monitor workspace usage and server health.

gdb-mcp

Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoints, stepping, variable inspection, and function calls.

Loop Page Viewer

Enables users to view and edit Microsoft Loop pages as interactive markdown widgets directly within the chat interface. It supports inline rendering and provides tools for requesting page updates through a host's Loop MCP server.

Colorado DWR MCP Server

Provides access to Colorado Division of Water Resources data including surface water stations, streamflow time series, water rights, well permits, and administrative calls through the DWR REST API.

RepoPrimer

Provides fresh project context to coding agents by combining Markdown documentation and live Git state, enabling deterministic startup briefs and bounded document retrieval for MCP-compatible tools.

embercore

Open-source AI marketing agent toolkit with plan-first workflow, human checkpoints, and BYOK support.

Arachne Discord MCP

Multi-tenant Discord MCP server that lets multiple AI entities share one bot, each with unique identity and permissions.

CodeInspectus

Local-first, zero-egress security scanner for AI-generated / "vibe-coded" JS/TS. Bundles Opengrep, Gitleaks & Trivy behind one CWE-keyed schema and adds AI-code-specific checks (client-side secret exposure, Supabase RLS, prompt-injection & LLM-output XSS sinks). No account, no telemetry.

Shopify MCP Server

Provides full access to the Shopify Admin GraphQL API through 75 tools for managing products, orders, customers, inventory, and analytics. It supports both static token and OAuth authentication while featuring cost-aware rate limiting for efficient store management.

mcp-latam-validate

Validates LatAm banking and tax IDs (Mexican CLABE, Brazilian CNPJ/CPF checksums) and performs BrasilAPI company, CEP, and bank lookups, enabling AI agents to verify financial and tax information in Latin America.

x402-defillama-mcp

An x402 pay-per-call proxy for DefiLlama's MCP tools, allowing AI agents to pay USDC per tool call (up to 10 tools) without needing a DefiLlama account or subscription.

OpenCode Voice MCP Server

Enables voice input for AI coding assistants by recording audio, transcribing it locally with Whisper, and optionally typing the text at the cursor position. Supports multiple languages and works with MCP-compatible tools like OpenCode, Claude Code, and Cursor.

MCP Chat CLI

A command-line chat interface that connects to an MCP server for reading and editing documents. It provides tools for document manipulation, resource access, and prompts for formatting and summarization.

Fetch API MCP Server

A Model Context Protocol server that enables sending customizable HTTP requests with support for various methods, headers, and data formats, returning parsed responses automatically.

GDScript Code Analyzer

Enables AI assistants to analyze GDScript code structure, extract symbols, functions, and dependencies without reading entire files. Supports efficient navigation and understanding of Godot game engine codebases through tree-sitter parsing.