Discover Awesome MCP Servers

Weather MCP Server

A Model Context Protocol server that provides real-time US weather alerts and forecasts via the NOAA National Weather Service API.

ai-explore-review-loop

Enables Claude Code sessions to wait for a durable, exact-head GitHub pull-request review and continue the same review/fix/push loop without polling, using Supabase durable state and Realtime wake-ups via ordinary stdio MCP.

ATLAS Life Safety Decision MCP Server

Provides local safety regulation, weather, and dining hygiene context tools for the ATLAS multi-agent safety evaluation system.

Penfield AI Memory

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Lido MCP Server

Enables AI agents to interact with the Lido protocol for ETH staking, position management, and governance participation across Ethereum and L2 networks. It provides tools for querying balances, simulating transactions, and executing complex workflows like withdrawals and DAO voting through a safety-first interface.

jlink-mcp

Enables AI assistants like Claude to directly debug microcontrollers via JLink, supporting breakpoints, single-step, memory/register access, variable inspection, RTT logging, and firmware flashing.

AWS Lambda Tool MCP Server

Bridges MCP clients and AWS Lambda functions, enabling generative AI models to invoke Lambda functions as tools without code changes.

Silver Price MCP Server

Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.

mcp_ctl

여러 플랫폼에서 모든 MCP 서버를 관리할 수 있는 패키지 관리자

@vibemap.ai/mcp-server

Connects IDE agents to VibeMap via MCP, allowing AI coding agents to load project specs or reverse-engineer codebases into structured VibeMap assets.

agentrem

MCP server for managing structured reminders for AI agents, with persistent storage, full-text search, and cross-session support.

FastMCP Orders Server

Enables querying customer orders from a PostgreSQL database by customer ID or email, with optional minimum amount filtering.

MCP Debat

Orchestrates sequential debates between multiple AI models across four phases (constructive, challenge, closing, synthesis) with host intervention and anti-sycophancy enforcement.

Search MCP

Enables LLM-powered search with Elasticsearch, including query planning, expansion, and intelligent filtering for e-commerce.

Verum

Verum's MCP server turns any codebase into a deterministic, queryable fact layer — an agent can ask who calls a function, what a change impacts, where the dead code and duplicates are, which client calls hit which routes, and run a full security/quality audit. It returns byte-identical answers in a few hundred tokens instead of grepping and reading whole files.

Expense Tracker MCP Server

An AI-native expense tracker MCP server that enables AI assistants to add and list expenses in a local SQLite database.

MCP Quadrant

Enables document storage and semantic search with geospatial filtering using Qdrant, and coordinate conversion between TLC, Plasma, and addresses.

brave-search-mcp

Enables Brave Search via MCP, deployed on Railway for seamless integration with AI agents.

postiz-mcp

Enables interaction with Postiz for social media scheduling, content management, and analytics through MCP-compatible clients, with write and delete operations gated by environment variables.

mcp-research

An incremental financial-data MCP server built on Cloudflare, currently offering a read-only Hono API for accounts, transactions, and analytics with D1 and Drizzle. Future plans include OAuth and MCP integration.

mcp-csv-analyst

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

SkillFM BYOK Vault MCP

BYOK vault and provider API key usage guidance for MCP-capable agents.

personal-kg-mcp

Auto-captures decision context from multi-agent workflows to preserve the 'why' behind every choice. Enables task traceability, reasoning retrieval, and continuous improvement across planning and implementation sessions.

Mind Guide MCP

Connects users to mental health counseling centers and welfare programs based on location and situation, prioritizing crisis resources.

mcp-ebook-server

Provides AI assistants with direct access to your ebook library, enabling listing books, reading chapters, and searching across books via the Model Context Protocol.

local-apple-mcp

Enables Claude or any MCP client to read Apple Mail, Calendar, Photos, and create Apple Notes locally on macOS, without any data leaving the machine.

@ainative/gtm-mcp

MCP server for Google Tag Manager and Google Ads, enabling AI agents to audit, fix, and manage GTM containers and Google Ads campaigns programmatically.

MCP Server for Coroot

A Model Context Protocol server that provides seamless integration with Coroot observability platform, enabling monitoring of applications, analysis of performance metrics, examination of logs and traces, and management of infrastructure through Coroot's comprehensive API.