Discover Awesome MCP Servers

voice-analysis-mcp

Provides local audio analysis tools for LLMs, enabling transcription, conversation dynamics, prosody analysis, and visual inspection without API keys.

Paid Business Data MCP Server

MCP server for paid business data services with free previews and paid tools (enriched search and competitive analysis) using x402 payment flow via Pyrimid Protocol on Base.

Zaim API MCP Server

Enables users to manage their Zaim household account data through OAuth 1.0a authentication. It provides 14 tools to retrieve, create, update, and delete financial records and master data like categories and accounts.

mcp-app-controller

Central daemon for managing local app processes, enabling multiple Claude Code sessions to coordinate starts, stops, and restarts with conflict resolution and a web dashboard.

MCP Rubber Duck

An MCP server that bridges multiple LLMs (OpenAI-compatible APIs and CLI coding agents) for collaborative debugging and diverse AI perspectives.

yade-mcp

yade-mcp connects AI agents to YADE — the open-source discrete element method engine — through the Model Context Protocol. Browse API docs, run simulations, and execute code, all through natural conversation.

Options Analysis Suite MCP Server

Enables AI assistants to access options analysis data, market research tools, portfolio risk snapshots, and platform context via 32 tools.

Volatility3 MCP Server

将诸如 Claude Desktop 的大型语言模型与 Volatility3 取证框架连接起来，使用户能够通过自然语言对话分析内存转储、检测恶意软件并执行内存取证任务。

Playwright MCP

Enables browser automation through Playwright using accessibility tree snapshots instead of screenshots. Supports web scraping, form interactions, testing, and connecting to existing browser sessions with logged-in accounts.

AI Incident Reporting MCP

Multi-regime AI incident classification and reporting MCP supporting EU AI Act Article 73, DORA, NIS2, and GDPR breach reporting.

bolthub

Discover and pay for APIs and MCP tools per call over Bitcoin Lightning (L402): search the bolthub marketplace, preview prices, and pay from your own wallet (LND, NWC, LNbits) with hard budgets, prepaid credit, scoped sub-agent delegation, and verifiable receipts. Non-custodial and works without a wallet for search and free tools.

Support Tickets MCP Server

Enables asking questions in plain English about 61,765 customer-support tickets, returning exact answers computed via SQL queries over DuckDB.

db-tools-mcp

Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling schema search, join path discovery, and stored procedure metadata retrieval without live queries.

jira-mcp

MCP server for Jira Server/Data Center that enables issue retrieval, JQL search, comment posting, and Tempo worklog queries via the atlassian-python-api.

xcodebuild

Okay, I understand. I will translate the following instruction into Chinese: **Original English:** 🍎 Build iOS Xcode workspace/project and feed back errors to llm. **Chinese Translation:** 🍎 构建 iOS Xcode 工作区/项目，并将错误反馈给 LLM。 **Explanation of the translation:** * **🍎:** (Apple emoji) This is kept as is, as it's likely meant to visually indicate the context of iOS development. * **构建 (gòu jiàn):** Build, construct, compile. This is the standard term for building software. * **iOS Xcode 工作区/项目 (iOS Xcode gōng zuò qū / xiàng mù):** iOS Xcode workspace/project. This is a direct translation of the English terms. "工作区 (gōng zuò qū)" is workspace, and "项目 (xiàng mù)" is project. * **并将 (bìng jiāng):** And then, and will. This connects the two actions. * **错误 (cuò wù):** Errors. * **反馈给 (fǎn kuì gěi):** Feed back to, report to. * **LLM:** Kept as is, assuming it refers to a specific Large Language Model. Therefore, the complete translation accurately conveys the original instruction in Chinese.

gRPC Invoke MCP

An MCP server for calling gRPC methods from AI agents, enabling them to inspect gRPC APIs and invoke unary RPCs using server reflection or local .proto files.

Korea Public Data Catalog MCP

Enables users to discover and recommend Korea public datasets by describing their project idea, searching a static catalog of 96,056 datasets without API calls.

B2Bhint MCP Server

Enables access to B2Bhint API for searching and retrieving company and person information, including company details, financial reports, and contact data across multiple countries.

mcp-sei-cbm

MCP server for integrating and automating the SEI (Sistema Eletrônico de Informações) with direct user/password authentication, enabling process management, document reading, advanced search, and unit switching.

edinet-mcp

An MCP server that interfaces with the Japanese EDINET API v2 to search, download, and extract text from financial disclosure documents. It enables users to browse disclosure lists, retrieve document originals, and perform natural language searches for specific financial filings.

Google Flow Browser MCP

Enables MCP clients to operate Google Flow through a visible browser, supporting login, project tracking, reference upload, generation submission, and media download with local validation.

Facebook MCP Server

Enables AI agents to automate Facebook Page management including posting, commenting, and analytics via the Facebook Graph API.

GhidraMCP

MCP server integrating Ghidra reverse engineering tool with LLMs, enabling automated binary analysis, decompilation, and symbol management via MCP.

neuralpunk-app

MCP server for the Neuralpunk.app Phase 1 slice, enabling AI agents to read approved capabilities, join resident debates, and propose Signals while preserving canon integrity.

endiagram

12 deterministic graph-theory tools for structural analysis. Describe systems in EN syntax (subject do: action needs: inputs yields: outputs) — get topology, bottlenecks, blast radius, critical paths and lot more. No AI inside the computation.

Phrases MCP Server

一个优雅的 MCP 服务器，允许用户直接通过 Claude for Desktop 管理励志短语，并提供完整的短语 CRUD 操作以及作者署名。 (Alternatively, a slightly more literal translation:) 一个优雅的 MCP 服务器，允许用户直接通过桌面版 Claude 管理励志短语。它提供完整的 CRUD 操作，可以对短语进行创建、读取、更新和删除，并支持作者署名。

Rubik's Cube MCP Server

Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation with standard cube notation moves. Features real-time 3D visualization and interactive controls for tracking solving progress.

MCP Production

A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.

MCP CoCo

Bridges OpenClaw and Hermes Agent to enable messaging, multi-turn conversations, and health checks via MCP tools.

ktx

ktx is an MCP server that provides agents with accurate warehouse querying by serving a self-improving context layer of approved metrics, joinable columns, and business knowledge through CLI and MCP tools.