Discover Awesome MCP Servers

@striderlabs/mcp-alaska

MCP server enabling AI assistants to interact with Alaska Airlines services via browser automation, including flight search, booking management, check-in, and mileage plan access.

market-data-mcp

Integrates cryptocurrency market data from CoinGecko, the Fear & Greed Index, and CryptoPanic news into a single toolset for AI agents. It enables users to retrieve global market statistics, trending assets, coin-specific details, and real-time news feeds.

Discord MCP Bridge

Enables local AI agents to securely search and read Discord messages and channels visible to the current client, without requiring a bot or user token.

LogAnalyzer MCP Server

An AI-powered server that provides rapid debugging of server logs with actionable fixes in under 30 seconds, featuring real-time monitoring and root cause analysis through Google Gemini integration.

Memclaw

Governed shared memory platform for AI agents and agent fleets. Provides persistent memory, cross-agent knowledge sharing, permissions, audit trails, and multi-tenant isolation through a Model Context Protocol (MCP) server.

Aparavi MCP Server

Integrates with Aparavi's document processing API to allow LLMs to process documents, extract clean text, and perform OCR on diagrams.

mcp-dblp

Enables searching DBLP authors and venues, providing author details like affiliation and ORCID. Facilitates access to computer science bibliography data through natural language queries.

agentkeys-mcp

Enables AI agents to securely manage API credentials and make proxied API calls through AgentKeys, keeping secrets hidden from the agent.

MCP YNAB Server 💰

Custom MCP server for YNAB API (TypeScript)

papermc-docs-mcp

Provides local cached access to PaperMC documentation with full-text search, category browsing, and update detection.

mcphello-mcp-server

Provides access to a curated database of over 1,500 MCP tools with quality scores. Enables searching, browsing trending tools by category, discovering random tools, and retrieving detailed information about specific MCP tools.

ReviewGuard MCP

Enables AI agents to safely work on GitHub PR reviews behind a safety boundary, creating draft reviews and optionally submitting them with fixed guardrails, without exposing write tokens.

mcp-finance-tools

Provides Korean-specific financial calculators (4 insurances, salary net, severance pay, capital gains tax, DSR/DTI, FX conversion, housing subscription score) as MCP tools for AI agents.

Google Drive MCP Server

Self-hosted MCP server enabling Foundry agents to search, list, and read Google Drive files via the Drive API with server-side OAuth authentication.

CapabilityHub MCP Server

Provides deterministic search, load, and execution operations for progressively disclosing agent capabilities (skills, MCP, CLI, HTTP/API, RAG). Enables scope-bound reference access with budgets and audit.

gitlab-mcp

Enables natural language interactions with GitLab via Claude Code, supporting MR reviews, issue management, pipeline monitoring, and branch comparisons.

Legacy Device Debugger MCP Server

This MCP server helps debug legacy devices behind proxies in OT environments by analyzing web interfaces and generating custom rewrite rules to fix proxy-related issues.

Lessons Learned MCP Server

Central MCP server for storing and querying lessons learned and project-specific implementation details, compatible with MCP-capable AI clients like Cursor, Claude Code, and Google Antigravity.

poe2-mcp-server

Provides real-time access to Path of Exile 2 game data including currency exchange rates, item prices, and ladder meta-build statistics. It also enables LLMs to search the community wiki and retrieve datamined game information from public APIs.

Renology Renovation Cost Data MCP

Read-only MCP server for the Renology 2026 city-level renovation cost dataset. Enables AI assistants to list markets and project types, retrieve cost ranges, compare costs across cities, and access methodology and citation information.

reddit-mcp-server

Enables AI models to search, fetch, and read Reddit content with resilient rate-limit handling and smart comment filtering, including zero-config fallback to alternative sources.

NetOps

A comprehensive network management platform for tracking devices, sites, and topologies across platforms like ZeroTier and UniFi. It enables automated device discovery, multi-hop access path visualization, and infrastructure troubleshooting through the Model Context Protocol.

Apstra MCP Server

Enables natural language management of Juniper Apstra datacenter networks, including blueprints, virtual networks, connectivity templates, and deployment.

KETI FLOW MCP

Enables querying optimal control values (angle for blowers, control for pumps) to minimize power given a required flow rate, using machine learning models trained on pump/fan operation data.

RunPod Image MCP Server

An MCP server that gives Claude Code and Cursor the ability to generate and edit images using RunPod's Seedream V4 and Nano Banana Pro APIs.

MCP Agentic RAG

Enables querying a vector database of machine learning FAQs and performing web searches using Bright Data proxies through Claude Desktop with structured agent prompts.

remote-mcp-server-authless

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

satudata-ngawi

MCP server for accessing Indonesian local government data from Satu Data Ngawi. Enables querying datasets, organizations, categories, and statistics through natural language.

cenogram-mcp-server

7M+ real estate transactions from Poland's RCN registry. Search, compare, and analyze prices

Game Studio MCP

This server enables AI assistants to directly control the Unity Editor via MCP, supporting scene manipulation, script editing, level generation, monetization management, build pipelines, and more—all with zero external dependencies.