Discover Awesome MCP Servers

Gemini MCP

Enables image processing and analysis using Google's Gemini 2.5 Flash model. Supports local files, URLs, and Base64 images with streaming responses and automatic output saving.

Axon Pro

Transforms codebases into structural knowledge graphs for AI agents and developers, providing precise architectural awareness and dependency mapping.

Questrade MCP Server

An unofficial MCP server that integrates with the Questrade API to provide access to trading accounts, market data, and portfolio information. It enables users to view balances, track positions, search symbols, and analyze market trends through natural language.

Kynver

Unverified AI agents are a growing security risk. Kynver's MCP server brings agent trust directly into your IDE — resolve agents by DID, check verification status and trust scores, register new agents, and complete ownership challenges or KYC without switching context.

Vault Mcp Server

Repositorio del servidor MCP para Vault en el Hackathon de YZi Labs

StackOverflow MCP Server

Provides seamless access to StackOverflow's Q\&A database through MCP, enabling advanced search, question/answer retrieval, and rate-limit management.

memex

Persistent note storage for AI agents. Memex lets your assistant save, search, and retrieve memories across sessions — acting as a durable second brain that outlives any single conversation.

markdown-mcp

Splits Markdown documents into hierarchical sections with parent-child and sibling relationships, enabling structured document access for AI assistants.

Gyazo MCP Server

A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs, metadata, and OCR data via the Gyazo API.

Cost Management MCP

An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.

Outlook MCP Server

A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (email, calendar, contacts, tasks, files, Teams meeting recordings + transcripts), deployed on Cloudflare Workers.

GullakAI MCP Server

Enables personal finance management through conversational AI, including expense tracking, budget monitoring, financial news simplification, and purchasing power comparisons across South Asian cities. Designed for WhatsApp integration with natural language commands for financial assistance.

Wireshark MCP Server

A Model Context Protocol server that enables AI assistants to perform network packet analysis, capture, and security operations on a remote machine via Wireshark/tshark.

mcp-canada

MCP server giving AI agents structured access to Canadian federal, provincial, and municipal government data.

zrok-mcp

Enables AI agents to manage zrok tunnels, shares, and access programmatically through environment management, share creation/deletion/listing, and access control actions.

claude-webcache

Cross-session WebFetch cache for Claude Code. Persists fetched docs across sessions via SQLite (7-day TTL) so the same URL+prompt in any new session is an instant cache hit instead of re-fetching

Custom MCP Database Server

A Middleware/Control Plane server that allows AI code agents to securely execute queries against various databases (PostgreSQL, MySQL, MongoDB, Oracle) without directly exposing credentials.

paycoreDb

Custom MCP server connected to a read-only SQLite database, exposing a schema resource and a query tool for safe data retrieval.

AletaIndex Narrative Intelligence

Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.

appCN

MCP server for appCN - discover, search, install, and correctly use copy-paste React Native / Expo UI components (including an AI-native collection) from the live registry

API Health Check MCP Server

Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.

AWS Diagram MCP Server

Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

PactFi MCP

Enables interaction with the PactFi AMM DEX on Algorand, including pool discovery, quote computation, and building swap/liquidity transactions. Integrates with UluOS wallet and broadcast servers for signing and submission.

Yourttoo MCP Server

MCP server for travel program search, comparison, and booking via Yourttoo API, optimized for LLMs with token-saving responses.

Copilot Money MCP

This MCP server bridges Copilot Money with AI platforms like Claude and Cursor. It provides tools for fetching transactions, account balances, and automated data cleanup. By enabling secure, programmable access to financial records, it allows agents to perform complex tasks like transaction tagging and spending audits autonomously.

ALA API MCP Server

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

MCP Demo Project

A collection of MCP servers demonstrating math operations, weather data, and LangGraph workflows.

CSV Analytics MCP Server

A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV files, filtering and querying data, computing statistics, creating aggregations, building pivot tables, and exporting chart-ready data using pandas.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.