Discover Awesome MCP Servers

Vibe Math MCP

Provides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.

semlayer MCP server

Serves an automatically inferred semantic layer from your warehouse over MCP, enabling AI agents to query with correct business context, joins, and filters.

specir-mcp

Enables turning technical documents into a structured intermediate representation (SpecIR) and querying it via five MCP tools: specir_resolve, specir_fetch, specir_explain, specir_search, and specir_status. It provides a standardized way to extract, store, and retrieve document sections, tables, figures, entities, and provenance.

@ai-solutions.ru/mikrotik-mcp-server

High-performance TypeScript MCP server for MikroTik RouterOS management, enabling Claude, GPT-4, or any MCP-compatible AI to manage routers through natural language with dynamic API discovery, VPN management, and configuration backup.

ai-r

Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.

battle-arena-mcp

Enables AI agents to run battles, tournaments, and analyze strategies in the Battle Arena game programmatically.

@striderlabs/mcp-lyft

MCP server connector for Lyft ride-sharing — request rides, get fare estimates, and track trips via browser automation.

apple-reminders-mcp-server

A Model Context Protocol server providing comprehensive integration with Apple Reminders, enabling CRUD operations, natural language date parsing, advanced search, and list management.

PP/DS MCP Server

Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tools for SAP S/4HANA, allowing natural language queries about planned orders, production orders, and work centers.

fitbit-googlehealth-mcp

This MCP server enables Claude to access and log Fitbit health data, including activity, sleep, heart rate, and nutrition, with the ability to log meals by analyzing photos through Claude's vision capabilities.

circuit-mcp

Provides AI agents with real-time Solana data and agent-swarm intelligence as tools, with auto-paid per-call micropayments in CIRC via x402.

Sibyl

MCP server for Google's Gemini API, enabling text, image, video, speech, embeddings, and deep research capabilities through a single tool set.

Remote MCP Server on Cloudflare (Authless)

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without requiring authentication. It allows users to integrate custom tools into AI clients like Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.

Eraser Diagram Renderer

Enables rendering of diagrams (sequence, flowchart, ER, cloud architecture, etc.) using the Eraser.io API with customizable themes, backgrounds, and scaling options. Returns image URLs or base64-encoded content with built-in icon validation.

React Learning MCP Server

A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.

memorylens-mcp

MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory

MCP Spotify

자연어 명령을 통해 사용자가 Spotify 관련 작업을 수행할 수 있도록 Spotify API와의 상호 작용을 가능하게 하는 MCP 서버 템플릿.

livechat-mcp

Enables continuous voice conversation with AI coding assistants by locally transcribing speech with Whisper and delivering utterances as text prompts.

contextsliver

An MCP server that indexes codebases into a local graph and provides on-demand context retrieval for AI coding agents, reducing token usage by tracking session history and delivering only relevant code subgraphs.

Netmiko MCP Server

Enables management of network devices via SSH using Netmiko, supporting command execution, configuration management, and concurrent operations across multiple vendors.

Yango Tech MCP Server

A server that enables seamless integration with Yango Tech e-commerce platform through Claude Desktop and Cursor IDE, allowing users to query orders, products, inventory and other business data using natural language.

basecamp-mcp-server

MCP server for Basecamp 5 that gives AI assistants access to projects, to-dos, messages, campfire chat, documents, and card tables.

Verified Numbers

Current, source-cited US federal tax constants and freelancer calculators for tax year 2026, including the July 1 mid-year mileage change. Every response carries its IRS/SSA primary source and a last-verified date; refuses rather than guesses.

b2-mcp-server

An MCP server that exposes Backblaze B2 Cloud Storage as tools any MCP-compatible AI client can call. Manage B2 by talking to an assistant -- list buckets, upload, download, delete versions, and check usage against a budget.

@striderlabs/mcp-statefarm

Enables AI agents to interact with State Farm insurance for quotes, policy management, claims, payments, and more.

bullet-mcp

MCP server for evidence-based bullet point summarization guidance. Validates and improves bullet lists using scientifically-validated principles from cognitive psychology and UX research.

kit-mcp

An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands, and framework, shipped as an MCP server that syncs the kit into multiple IDE native layouts like Claude Code, Cursor, Codex, and others.

Build Unblocker MCP

A Model-Context-Protocol server for Cursor IDE that monitors and terminates hung Windows build executables (like cl.exe, link.exe, msbuild.exe) when they become idle.