Discover Awesome MCP Servers

mcp-server

InterviewReady用のMCPサーバー

hive-mcp-log

Metered log ingestion server for autonomous agents, allowing NDJSON log posting with USDC payment per line on Base L2. Agents can freely tail and search their own logs with configurable retention tiers.

Research MCP

Enables LLMs to search, analyze, and summarize academic research papers in real-time from arXiv, Semantic Scholar, and PubMed. Provides automatic deduplication, citation analysis, and BibTeX generation across multiple research databases.

pdf-toolkit-mcp

Provides 18 PDF operations (merge, split, convert, edit, secure, repair, OCR) via iLoveAPI, callable from any MCP client like Claude Code or Claude Desktop.

Tribunal TJMA: Nada Consta

Enables querying the Tribunal TJMA Nada Consta official source for certificate checks via a read-only MCP tool, with prepaid credit per consultation.

mcp-apps-dashboard-demo

A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).

iota-agent-mcp

An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop security model.

Figma MCP Server

Connects AI applications to Figma API for extracting design data, generating production-ready HTML/CSS from designs, and capturing screenshots in multiple formats.

MCP Arbitrage Suite

An MCP server for QDII/LOF premium arbitrage, WeChat notifications, and A-share/futures market data, with Docker deployment support.

tilnote-mcp-server

Enables AI assistants to create, read, search, and update notes on Tilnote, plus manage books.

backtest-reality-check

Checks whether a trading backtest survives its own statistics: deflated Sharpe, multiple-testing correction against a best-of-N-noise benchmark, minimum track record length, and fill realism. Takes no market data and no API keys, and cannot recommend a trade — it only reports that a result is weaker than claimed or not yet provable.

omp-mcp

Wraps Oh My Pi built-in tools (read, write, edit, bash, grep, etc.) as MCP tools, enabling file operations, shell commands, web search, and agent coordination.

agent-bridge

Agent Bridge is an MCP server that enables local agents like Codex and Claude Code to remotely control a logged-in ChatGPT Pro session in the browser, supporting automated discussions, reviews, and code implementation with secure pairing and multi-session coordination.

MCP File Operations Server

A Model Context Protocol server that enables Claude Desktop to perform file operations like reading, writing, listing directories, and managing files through natural language commands.

USDA MCP Server

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

FastMCP Calculator Server

A server that provides basic mathematical operations (addition, subtraction, multiplication, division, power, square root) through MCP tools for use with AI assistants like Claude.

laravel-forge-mcp

Manages Laravel Forge servers, sites, deployments, SSL certificates, databases, and more through the Model Context Protocol.

Remapdb MCP Server

Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval of manufacturers, models, engines, and tuning information.

fortinac-mcp

MCP server for diagnosing rogue hosts on FortiNAC 7.6 by querying the REST API, cross-referencing devices against profiling rules, and running nmap scans to identify classification blockers.

netease-mcp

MCP server that enables AI assistants to search and retrieve music data (songs, lyrics, playlists, albums, artists) from Netease Cloud Music.

MCP Blog Project

これは、私のブログで書籍サービスに接続するためのMCPサーバーの例です。

FastAPI + MCP + Gemini Integration

Enables Gemini AI to interact with a FastAPI application through MCP tools for user management, task management, and dice rolling functionality. Provides natural language access to REST API endpoints including CRUD operations, health checks, and application statistics.

uxloom

Enables agents to validate UI designs for missing states, accessibility issues, and journey completeness using state machine modeling.

mcp-gov-bids

Open & historical US government bid solicitations from city/county portals — updated daily.

Nostr service for AI Agents MCP

9 tools, Lightning-gated. Pay per call. For agents that need verifiable signed actions with an audit trail. Nostr event signing via daemon Publish events to relays Create Lightning invoices Action receipts — signed proof of agent actions Identity attestation

Korea E-commerce Integrated Channel MCP

A composite MCP server for managing products across multiple Korean e-commerce platforms (Naver Smart Store, Coupang, 11번가, Gmarket/Auction), enabling registration, updating, sales pause/resume, and deletion with preview and approval before actual execution.

mcp-bridge

Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests to an OpenAI-compatible API.

Biz Intelligence

Business intelligence toolkit that analyzes competitors, scores websites, builds customer personas, and conducts market research using real-time competitive data. 8 tools including SWOT analysis, pricing analysis, and local market intelligence.

Tessyr

Enables AI agents to execute authorized payment actions and retrieve receipts through a local authority gateway with configurable approval policies.

construct-factory

A factory for generating Construct 3 games programmatically, exposed as an MCP server.