Discover Awesome MCP Servers

mcp-chest-memory

Provides a persistent, local-first memory for coding agents over MCP, enabling automatic recall and recording of past work, failures, and decisions to reduce repetition and token usage.

code-intel

MCP server for persistent code exploration and diff-aware review, exposing explore and review tools to map call paths, blast radius, and generate explainable risk-scored reports.

weather

Provides weather information for any city through the Model Context Protocol.

MY MCP

A template MCP server that provides a basic structure and configuration for building Model Context Protocol servers. Includes Docker support, environment configuration, and examples for both STDIO and SSE transport modes.

@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.

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reachy-mini-mcp

MCP server for Reachy Mini robot that exposes robot state and motion control to LLM frontends like Claude Desktop.

Data Engineering Tutor MCP Server

Provides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.

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.

finn-mcp

An MCP server that provides access to finn.no, Norway's largest online classifieds marketplace, enabling searches and listing retrieval across used goods, real estate, cars, and jobs.

IRONCLAW Bitcoin Blockchain MCP Server

Provides real Bitcoin full node data via 17 tools, with pay-per-call in USDC on Base mainnet. Free tools include blockchain info, fees, and mempool; paid tools enable transaction tracking, address analysis, and more.

Kiro Conversations MCP

A local MCP server for durable, named Kiro CLI conversations over ACP, enabling asynchronous runs with session management, model querying, and bounded wait delegation.

immich-mcp

An MCP server for Immich self-hosted photo management that provides AI-accessible tools for browsing, searching, organizing, and managing photo libraries with duplicate detection and safe deletion workflows.

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.

Game Forge

MCP server that builds single-file browser games teaching one concept through play. Provides tools to generate game prompts, save and list games, and self-verify before shipping.

aras-plm-mcp

Enables natural language interaction with Aras Innovator PLM, providing schema-aware tools for querying items, managing BOMs, change orders, workflows, and lifecycle operations over OData and AML.

contextflow-mcp

Enables semantic code search and AI-powered Q\&A over vectorized repositories directly within Claude. It provides tools to search code chunks, answer questions grounded in source code, and inspect repository snapshot metadata.

coinglass-mcp

Provides access to CoinGlass cryptocurrency derivatives data, including funding rates, open interest, and liquidation metrics. It enables LLMs to analyze real-time and historical market structure context through a standardized toolset.

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.