Awesome MCP Servers

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

An MCP server for real-time user intervention in AI-assisted development workflows.

AI-powered code quality analysis to detect best practice violations, security issues, and architectural problems in real-time.

Search and discover Ai projects from Claude Code. Browse 1,400+ MCP servers, tools, and agents. Submit projects via your Ai agent.

Receive system notifications in your code editor when an AI response is complete.

An MCP server with integrations for GitLab, Jira, Confluence, and YouTube, providing AI-powered search and development utility tools.

AI-powered tools for code review, brainstorming, performance analysis, and security review in Ruby.

Orchestrates a dual-AI engineering loop where a Primary AI plans and implements, while a Review AI validates and reviews, with continuous feedback for optimal code quality. Supports custom AI pairing (Claude, Codex, Gemini, etc.)

Cryptographic identity for MCP clients — Ed25519 keypairs, DID-based verification, trust scoring, encrypted messaging, and artifact signing.

EU AI Act compliance scanner for Python AI agents — 10 tools for scanning, analysis, and remediation

Control Apache Airflow via its API using JWT authentication.

MCP server for Airflow

Searching and access your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex.

Agent-first skill marketplace — search, evaluate, and install skills across 7 AI platforms via MCP. Features Supply Loop where agents become contributors.

Integrates with Google AI Studio/Gemini API for PDF to Markdown conversion and content generation.

AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).

EXIF for AI. AKF embeds trust scores, source provenance, and compliance metadata into every file your AI touches — DOCX, PDF, images, code, and 20+ formats. 9 MCP tools: stamp, inspect, trust, audit, scan, embed, extract, detect. Audit against EU AI Act, SOX, HIPAA, NIST in one command.

Assists with aki-ui component development and usage.

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

Interact with Alchemy's blockchain APIs to query data without writing code.

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

MCP to interact with Alertmanager - observability alerts management tool

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.

Provides utility functions for common tasks like text processing, encoding, decoding, hashing, and system information.

AI-powered SVG animation generator that transforms static files into animated SVG components using the Allyson platform

Interact with Alpaca's Trading API for stocks, options, portfolios, and real-time market data using LLMs.

Identity infrastructure for the AI economy. 33-trait psychometric engine — belonging probability, trait vectors, attunement depth. Remote streamable-HTTP. Free tier: 16 tools, 10 req/min.

MCP server for game test automation

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

MCP server that gives AI assistants on-demand access to 1,500+ amCharts docs, ~300 code examples, and 1000+ class API references.

AMS – Deterministic Agent Pipeline with A2A‑style Orchestration and Cryptographic Audit