Discover Awesome MCP Servers

mcp-mbta

Enables real-time access to Boston MBTA transit data (subway, bus, commuter rail, etc.) via the MBTA v3 API.

Blender MCP

Enables AI assistants to control Blender 3D software through natural language, with tools for modeling, materials, animation, rendering, and rigging.

qa-ai-mcp-server-gits

MCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.

Snowflake MCP Server

Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.

FusionSearch MCP

把五个搜索源熔进一个 MCP —— 一次调用，多源取证 · 交叉验证 · AI 汇总

Meta Kaggle MCP Server

Searches and retrieves information from Meta Kaggle dataset, including competitions, discussions, users, and forums, enabling data exploration and analysis through natural language queries.

automatelab-ai-seo

Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.

audio-mastering-mcp

An MCP server that masters audio with a professional signal chain using ffmpeg, enabling loudness analysis, vocal-over-beat mixing, full mastering to target LUFS, and Dolby codec export.

WebMCP Contract Portfolio

An MCP server that lets Claude directly operate a commercial insurance contracts app through WebMCP, enabling natural-language queries, renewals, updates, and reporting against live React state and Postgres.

Doco

Doco is an open-source collaborative document workspace where humans and AI agents write together. Its MCP server gives Claude Code and Cursor stable block-level addressing, version-protected writes, Markdown round-trip, and shared access to the same live documents.

gdrive-rag-mcp

Enables Google# MyData from (JSON (server name is

postgres-mcp-server

A Model Context Protocol server that provides secure database access to PostgreSQL through Kysely ORM, enabling natural language interaction with PostgreSQL databases. It offers 40+ MCP tools for querying, schema inspection, diagnostics, and Java backend monitoring.

theo-van-gogh-mcp

MCP server that lets AI assistants manage an art catalogue — find paintings, post to social media, upload to galleries, schedule posts, and update metadata.

Awesome MCP Security

Here's a translation of "Security Threats related with MCP (Model Context Protocol), MCP Servers and more" into Indonesian: **Ancaman Keamanan terkait dengan MCP (Model Context Protocol), Server MCP, dan lainnya** Here's a slightly more detailed breakdown of the translation choices: * **Security Threats:** *Ancaman Keamanan* (This is a direct and common translation) * **related with:** *terkait dengan* (This means "related to" or "associated with") * **MCP (Model Context Protocol):** *MCP (Model Context Protocol)* (Acronyms are generally kept the same, with the full name in parentheses for clarity) * **MCP Servers:** *Server MCP* (The word order is reversed in Indonesian for this type of construction) * **and more:** *dan lainnya* (This means "and others" or "and more")

@volter/tunnel-mcp

Enables AI agents to manage account, usage, and abuse operations for the Volter tunnel relay.

LinkedIn Agent MCP

Enables AI assistants to connect to LinkedIn, accessing profiles and companies, searching for jobs and people, managing saved jobs, updating job-search profile settings, and inspecting analytics.

NoteBook MCP

Enables AI agents to query personal Google NotebookLM notebooks using a persistent browser session for instant queries without an official API.

Odybook MCP Server

Enables AI assistants to search tours, check availability, and manage bookings via Odybook's experience management platform.

AgentBraid

A local-first MCP orchestration server that uses Codex as lead planner and Antigravity as host to delegate and review bounded tasks with Git integration and persistent SQLite state.

mcp-osint

MCP server that provides access to 14 OSINT data sources including government, research, corporate, and news APIs, enabling search, preview, and retrieval of public intelligence data.

wisel-mcp

This MCP server provides an editorial bridge to Wisel.my, allowing health checks, story management (list, get, create draft, update, publish, and schedule) through the Wisel API over HTTPS.

MCP Content Analyzer

Enables comprehensive content analysis through web scraping, document processing (PDF, DOCX, TXT, RTF), screenshot analysis, and local Excel database management. Provides intelligent workflows for extracting, analyzing, and storing content from multiple sources with automated categorization and search capabilities.

Database Query MCP Server

Enables secure read-only querying of multiple database types (MySQL, PostgreSQL, MSSQL, Oracle) through natural language. Automatically reads database configuration from project files and blocks any data modification operations for safety.

gemini-cli

Integrates the local gemini CLI tool with Claude Code, allowing Claude to execute Gemini AI queries via the MCP protocol.

apollo-mcp-server

Enables large language models to query and operate on Apollo Configuration Center. Supports managing apps, clusters, namespaces, config items, and releases.

EVIDIQ Compass

Provides pricing and demand intelligence for the OKX.AI agent market via MCP. It offers market rate, price guidance, competitor analysis, demand signals, and attestation tools.

Aegis

A blast-radius auditor for AI agents that computes combined effective permissions across all connected MCP tools, detects dangerous capability combinations deterministically, and provides a live risk graph and one-click policy fixes.

PromptForge MCP Server

Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.

WebControl

Headless browser automation for LLM agents via REST API or MCP tools. Enables navigating pages, reading structured content, clicking elements, filling forms, and executing JavaScript.

Advanced Web Fetching MCP Server

Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.