Discover Awesome MCP Servers

infra-advisor-mcp

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

mcp-server-telegram-notes

Enables sending notes directly to your Telegram account using a Telegram bot. Provides a 'send-note' tool for programmatic note delivery via the Telegram messaging platform.

Cariot MCP Server

Enables querying Cariot APIs for fleet management data, including alcohol checks, daily reports, drivers, vehicles, and realtime snapshots, with utility for generating chart configurations.

Ask Helena

Official public, read-only Helena Bioinformatics MCP for source-cited answers about the company and its published products.

Personal Context Technology MCP Server

AI 개인화를 위한 개인적 맥락 기술 MCP 서버

LocalMcpTools

An MCP server that provides a workspace.inspect tool for VS Code agents such as codebuddy and GitHub Copilot, enabling them to inspect the workspace through the Model Context Protocol.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tool integration and connection to AI Playground or Claude Desktop.

Bing Copilot API MCP Server

Enables querying Microsoft's Bing Copilot AI to retrieve structured answers, citations, and brand mention checks as JSON, designed for AEO/GEO monitoring.

Google Workspace MCP Server

A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calendar, and Apps Script APIs, featuring unique Apps Script support for AI-driven automation.

PostgreSQL MCP Server with Authentication

Provides authenticated access to PostgreSQL databases for Claude AI, enabling users to browse database tables, discover schemas, and execute custom SQL queries through natural language interaction.

ctx

Local MCP server for decision trace capture and deterministic explanations, providing tools to start, track, and query decision traces, and resources to retrieve trace data.

ibm-cloud-docs-mcp-server

Enables AI clients to search and retrieve IBM Cloud documentation, converting pages to clean Markdown.

Swiss Data Protection MCP

Enables querying Swiss data protection regulations, FDPIC/EDOB decisions, and guidelines directly from MCP-compatible clients like Claude.

YApi MCP Server

Provides tools for AI assistants to list, search, and get details of YApi interfaces.

similaridade_br-mcp

MCP server that compares Brazilian identity data (CPF, name, birth, address) and returns a similarity score against official records, enabling identity verification through natural language.

grounded-motion-mcp

A standalone motion tracking MCP server that runs MMPose whole-body inference to produce normalized landmarks and trajectories, with tools for tracking, validation, inspection, comparison, and artifact export.

gitlab-mcp

MCP server that acts as a thin proxy over GitLab REST API v4, enabling users to list merge requests, view diffs, and leave inline comments without leaving their MCP client.

CiteWire

Enables agents to query news and research metadata through MCP tools, either by wrapping a compatible news platform or enabling public provider adapters, while preserving attribution and publisher credit.

nvd

Enables querying CVE vulnerability data from the NIST National Vulnerability Database, including CVE lookup, product/version search via CPE filters, CVSS severity scores, and recent high-severity disclosures.

Notion MCP Server

Enables interaction with Notion workspaces through the Notion API. Supports creating, retrieving, and updating Notion pages and their properties, allowing users to manage Notion content through natural language.

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

mpp-mcp-gateway

A TypeScript library that lets you build MCP servers whose tools charge stablecoins per call and AI agents that pay for those tools automatically via the Machine Payments Protocol on Tempo.

Photoshop MCP Windows-First

An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-first workflow, structured state, smoke-tested action playback, and a bundled Codex skill for image editing.

angr-api-mcp

MCP server for angr binary analysis API workflow retrieval. Extracts real API usage patterns from angr's source code and angr-doc examples, then indexes them with semantic search so LLMs can query correct API call sequences.

Microsoft Style Guide MCP Server

A professional MCP server for analyzing content against the official Microsoft Writing Style Guide, enabling style, grammar, terminology, and accessibility checks via AI tools like VS Code and GitHub Copilot.

pexbot-mcp

An MCP server for the pex.bot AI simulated crypto exchange that enables users to manage accounts, check real-time market data, and execute trades. It provides tools for profile management, order execution, and asset tracking within a simulated cryptocurrency trading environment.

gdelt-mcp

MCP server for querying GDELT news data, enabling article search and sentiment/volume timeline analysis via Cloudflare Workers.

Phosphor Icons MCP Server

Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon search, retrieval, customization (color, size), and framework-specific implementation guidance through natural language.