Discover Awesome MCP Servers

Ghidra Headless MCP

A headless Ghidra server that enables AI agents to perform deep reverse-engineering tasks such as disassembly, decompilation, and patching via the Model Context Protocol. It supports extensive automation of analysis workflows in sandboxed environments through a catalog of over 200 specialized tools.

CodeAnalysis MCP Server

高度なコード解析のための包括的なモデルコンテキストプロトコルサーバー。構文解析、依存関係の可視化、およびAI支援による開発ワークフローのサポートのためのツールを提供します。

Date MCP Server

Provides AI assistants with real-time date, time, and timezone information, enabling them to access current temporal data, format dates, calculate day of week, and work with different timezones.

Christensen MCP Server

A strategic advisory agent that applies Clayton Christensen's frameworks, such as Jobs-to-Be-Done and Disruption Theory, to analyze business decisions. It enables users to evaluate organizational capabilities, explore historical case studies, and receive theory-grounded strategic insights.

WageAPI

US + EU salary benchmarking, pay transparency compliance, and semantic endpoints. 1,400+ US occupations, 28 EU countries. MCP server for AI agents.

Ayga MCP Client

Provides access to 21+ AI search parsers including Perplexity, ChatGPT, Claude, Gemini, Copilot, Grok, DeepSeek, and traditional search engines through the Redis API, enabling multi-source AI-powered search and information retrieval.

businys

Multi-practice operations platform for independent professionals — 221 MCP tools across 26 practices including clients, invoices, contracts, bookings, and more.

Nostr MCP Server

A Model Context Protocol server that enables AI models to interact with the Nostr network, allowing them to post notes and eventually send Lightning zaps to users.

mcp-server-muscxml

MusicXML リファレンス用の MCP サーバー

Desktop Commander MCP

Claudeデスクトップアプリが、Model Context Protocolを通じて、あなたのコンピューター上でターミナルコマンドを実行したり、ファイルを編集したりできるようにするサーバー。コマンド実行、プロセス管理、高度なファイル操作機能を搭載。

Claude Code MCP Server

Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing teams to interact with Claude Code through a Slack bot interface.

Literature Manager MCP

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.

Cloudflare Remote MCP Server

A template for deploying remote Model Context Protocol servers to Cloudflare Workers without authentication. It enables the creation of custom tools accessible through clients like Claude Desktop and the Cloudflare AI Playground.

Salesforce Order Concierge

Enables Claude Desktop to interact with Salesforce for order management, including checking order status, creating returns, managing cases, and sending Slack notifications for customer service operations.

JIRA MCP Server

Enables AI systems to interact with JIRA through natural language, allowing users to retrieve issue details, create new tickets, search using JQL, and access project information.

PDF MCP Server

Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

Talon MCP

An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.

bet-mcp

Football bets mcp

Mem0 MCP Server

Enables persistent storage and semantic search of coding preferences, patterns, and implementations using Mem0, allowing AI agents to remember and retrieve development best practices across sessions.

NTP MCP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and security filtering. Features whitelist-based server approval, blocks unauthorized sources, and delivers structured time output with fallback mechanisms.

PlotMCP Server

An MCP server that enables LLMs to generate high-quality SVG charts using matplotlib, supporting various plot types like line, bar, and heatmaps. It provides flexible configuration for dimensions and axis scales, returning either raw SVG content or paths to saved image files.

ogham-mcp

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.

joltsms-mcp-server

MCP server for provisioning dedicated real-SIM US phone numbers, receiving inbound SMS, and extracting OTP codes. Built for AI agents automating phone verification workflows.

OSM Edit MCP Server

Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.

Standard Metrics MCP Server

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

Awesome DevOps MCP Servers

DevOpsドメインにおけるMCPServers。

mcp-google-docs

MCP (Metoro Control Protocol) を使用して Google スプレッドシートと Google ドライブを操作するためのツール。

DroidRun MCP Server

Enables text-based control of Android devices through Claude Code using accessibility tree automation. Supports UI interaction, app launching, text input, gestures, and navigation without requiring screenshots.

Akave MCP Server

Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).

LLM Responses MCP Server

複数のAIエージェントが、同じプロンプトに対する互いの応答を共有し、読み取れるようにすることで、他のLLMが同じ質問に対して何と答えたかを検討できるようになります。