Discover Awesome MCP Servers

Corrosion Engineering MCP Server

Provides AI agents with physics-based corrosion engineering calculations, from rapid handbook lookups to mechanistic electrochemical models with dual-tier pitting assessment for material compatibility screening and corrosion rate prediction.

@launchlint/mcp

Secure local MCP connector for LaunchLint. It reads only supported files from the explicitly approved workspace, respects .gitignore and .launchlintignore, never executes project code, and sends a controlled snapshot directly to LaunchLint over HTTPS.

Zep MCP Server

Enables Claude to store, search, and retrieve persistent memories using Zep Cloud's thread-based memory system for maintaining context across conversations.

Kingbase MCP Server

A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema queries, document generation, and SQL execution with configurable security modes (readonly, limited_write, full_access).

klypix-mcp

Enables AI agents to read, write, search, and manage .klypix canvas files for persistent spatial memory across sessions.

mcp-server-circleci

这个 MCP 服务器允许你使用 Cursor IDE，或者任何启用 MCP 客户端的代理，通过自然语言来完成 CircleCI 上的任务，例如：找到我分支上最新的失败流水线并获取日志。

oflow-mcp

An agent-native workflow MCP server that enables AI agents to execute text-defined, versionable workflows with checkpointing and state management.

linkedin-api-mcp

Provides LinkedIn automation via a real browser session using your own cookie, enabling profile, company, job, and post search and reading, plus sending messages and connection requests with rate limiting.

mongo-mcp

MCP server for MongoDB with built-in safety features. Enables listing databases/collections, querying (find, count, aggregate), and writing (insert, update, delete) while preventing destructive operations like dropping databases/collections and bulk deletes without confirmation.

Smartlead MCP Server

Enables AI assistants to manage email campaigns, leads, email accounts, and analytics through the Smartlead API, providing 28 tools for automated email outreach and campaign management.

Grain MCP Server

Enables browsing, retrieving, and downloading meeting recordings and transcripts from Grain via browser automation, bypassing the need for enterprise API access.

AroFlo MCP

A production-ready MCP server that enables interaction with the AroFlo API to manage quotes, projects, and labor reporting. It features secure request signing and exposes API documentation as resources for enhanced context and tool surface.

Puppeteer MCP Server

使大型语言模型能够执行网页浏览任务、截取屏幕截图，并使用 Puppeteer 执行 JavaScript 以实现浏览器自动化。

xbrl-financial

Enables querying and analyzing XBRL financial data through natural language, using an API key for authentication.

Utilia Agent Media and Solana Tools

Wallet-funded MCP client for six paid Utilia tools: Solana priority fees, transaction diagnosis and simulation, token-risk checks, PDF-to-Markdown, and audio normalization over x402. MIT-licensed and installable from npm.

Personal Finance MCP

Provides 77 deterministic financial calculators, live market data, and a meta-advisor that chains tools into prioritized plans from plain-language descriptions.

BaZi (Eight Characters) Calculator

Calculates Chinese BaZi (Four Pillars of Destiny) charts based on birth date, time, and location, including solar term information, decade luck cycles, and true solar time corrections.

India MCP Server

Production-grade MCP server for Indian agriculture and utility workflows, enabling crop advisory, weather checks, mandi prices, and railway utilities through natural language.

multisim-mcp

Enables AI agents to automatically generate Multisim circuits, run simulations, extract experimental data, and export circuit diagrams, CSV, waveforms, and lab reports.

Firefly III MCP Server

Enables AI assistants to interact with a Firefly III personal finance instance, programmatically managing accounts, transactions, and related financial operations through the Model Context Protocol.

peptoma-mcp

An MCP server that connects AI agents to the PEPTOMA open DeSci peptide research platform, enabling peptide sequence analysis, feed search, and peer-review annotations.

weather-mcp-demo

A FastMCP-based weather query tool using Open-Meteo API to get real-time weather by city name or coordinates, requiring no API key.

Organizer MCP Server

Enables Claude to intelligently organize files by scanning folders, detecting duplicates, suggesting meaningful names, and moving files into logical folders.

Binary Ninja MCP

一个服务器，能够将 Binary Ninja 的逆向工程能力与 LLM（大型语言模型）辅助功能无缝集成，从而使像 Claude 这样的 AI 工具能够实时地与二进制分析功能进行交互。

Recon

Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.

@dayby/mcp-server

Enables posting development progress to DayBy.dev with automatic local sanitization of sensitive data before publishing.

PR Guardian MCP

Analyzes GitHub Pull Request diffs for security vulnerabilities and data leaks, using a deterministic filter to skip trivial changes and an AI-powered analysis for logic changes.

MCP-researcher Server

一个强大的研究助手，与 Cline 和 Claude Desktop 集成，利用 Perplexity AI 进行智能搜索、文档检索、API 发现和代码现代化辅助，同时进行编码。

FireScrape MCP Server

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

Bluesky MCP (Model Context Protocol)

Bluesky MCP 是一个基于 Go 语言的 Bluesky 社交网络服务器，通过 JSON-RPC 2.0 API 端点提供 AI 驱动的功能。它支持灵活的配置，并遵循行业最佳实践，以确保安全性、性能和错误处理。