Discover Awesome MCP Servers

mcp-calculator

A simple MCP server that provides basic arithmetic operations like addition, subtraction, multiplication, division, power, and square root.

Swarmwage

MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)

typeship

Enables MCP clients to invoke every typeship API operation as a tool, with spec-derived input schemas, argument validation, read-only mode, and selective tool exposure.

Statsig MCP Server

Enables AI assistants to interact with Statsig's feature management and experimentation platform, allowing them to check feature flags, retrieve configurations, get experiment assignments, and log events.

@tiberriver256/docs-to-mcp-cli

ドキュメントをstdio MCPサーバーに変換するCLIユーティリティ

Solematica

Solar estimates, provider comparison, energy prices and blog for Italy. 6 MCP tools for the Italian solar market.

Shothik MCP Server

Provides enterprise tools for Posthuman blockchain validators, South Asian demography operations (bKash, Steadfast, NBR VAT), episodic semantic memory, and isolated sandbox code execution via MCP.

MCP Weather Server

Enables users to get current weather information for any city through a simple JSON-RPC interface. Integrates with OpenWeatherMap API to provide real-time weather data including temperature, conditions, and other meteorological information.

Bash MCP (Master Control Program)

A TypeScript application that allows Claude to safely execute bash commands with security safeguards including whitelisted commands, directories, and comprehensive logging.

MCP Video Digest

YouTube、Bilibili、TikTok、Twitterを含む1000以上のストリーミングウェブサイト上の動画から音声コンテンツを抽出し、文字起こしするサービス。Deepgram、Gladia、Speechmatics、AssemblyAIなど、複数の文字起こしプロバイダーに対応。

ChatGPT Local Terminal MCP

An unofficial self-hosted MCP server that enables ChatGPT to run commands on your computer through a secure tunnel, manage processes, and work within a specified project directory.

GrACE-MCP

A knowledge graph MCP server that integrates Graphiti and the ACE framework for conversational management of Neo4j-based entities and relationships. It enables AI agents to perform semantic searches, manage data isolation, and utilize automatic learning strategies.

Context Travel MCP

Enables Claude agents to checkpoint their context state and reset back to saved points with handoff messages, maintaining clean context windows during complex tasks by avoiding fragmented summaries from compactions.

prompt-to-asset

Routes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.

Music Collection MCP Server

Provides intelligent access to local music collections through advanced metadata management, album classification across 8 types, collection analytics, and smart search capabilities for AI-powered music library organization.

helmdeck

A self-hosted MCP server that provides capability packs for AI agents to perform browser, desktop, git, and code actions via schema-validated JSON calls, enabling reliable agentic workflows even with small open-weight models.

x402 Trust Scores

x402-trust gives AI agents a "check before you pay" layer for the x402 ecosystem.

app.wishpool/korea-payments-mcp

Lets AI agents accept Korean payments (cards, KakaoPay, NaverPay, Toss Pay, virtual accounts, bank transfers, carrier billing) via Toss Payments hosted checkout using a stateless, bring-your-own-credentials MCP server.

ClaudeR

Connect RStudio directly to Claude Desktop, Claude Code, Codex, Gemini CLI, or any other MCP based AI assistant for interactive coding and data analysis.

MCP Sonar Analysis

A local MCP server that provides Sonar-grade static analysis (bugs, vulnerabilities, code smells) for TypeScript/JS and C# repositories, with CLI and dashboard support.

mcp-here

Provides premium geocoding, places, and traffic-aware routing services from HERE Technologies, accessible via MCP gateway.

canvas-relay

MCP server for a persistent local whiteboard that lets AI assistants read, add, update, and delete canvas elements, with undo/redo and provenance tracking.

PBIXRay MCP Server V2

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

pycharm-code-quality-mcp

Connects AI coding assistants to PyCharm's code quality inspections and optionally SonarQube for IDE, providing unified, de-duplicated code analysis results without uploading source code.

Job Lead Converter MCP

Transforms job postings into qualified sales leads by searching for active jobs, enriching company data, and identifying decision-maker contact information.

resolve-mcp

An MCP server that gives Claude Code hands inside DaVinci Resolve Studio, enabling project management, status checks, snapshots, and arbitrary Python scripting via the Resolve API.

mcp-apollo-config

Enables querying and editing configuration items in Apollo Config Center using portal login, with support for multiple environments, clusters, and namespaces.

vikunja-mcp

Enables AI assistants like Claude to manage Vikunja tasks – view, add, complete, edit, and delete tasks through natural language commands via Vikunja's REST API.

Bicameral MCP

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.