Discover Awesome MCP Servers

README Insight MCP

Provides tools to summarize README files from local paths or public Git repositories into structured JSON summaries. It enables users to quickly extract key facts and project overviews from documentation through automated tool calls.

fix-mcp

MCP server for AI-assisted trading operations, enabling agents to diagnose and resolve FIX, OMS, and venue incidents through controlled tools and human approval.

ORMCP Server

ORMCP Server is a database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant database (PostgreSQL, MySQL, Oracle, SQL Server, SQLite, and more). Reduces LLM token consumption by 60-70% through semantic data abstraction.

LangChain Documentation MCP Server

Provides real-time access to official LangChain documentation, API references, and GitHub code examples to assist in LangChain-based development. It enables LLMs to search for tutorials, version info, and detailed class specifications directly from live sources.

RecruiterCheck MCP

MCP server for scam-risk checks on job postings, recruiter emails, and company domains.

Diff MCP Server

Enables Claude to compare text strings for exact equality and display detailed line-by-line differences with flexible options to ignore whitespace, case, or line ending variations.

ServiceGraph

Access ServiceGraph — a structured catalog of 100k+ US professional-services firms (law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design) with filters for industry, services offered, location, size, ratings, and third-party listing presence.

sg-data-mcp

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

MongoDB MCP Server by CData

MongoDB MCP Server by CData

Firebase Crashlytics MCP Server

A clean, simple Model Context Protocol (MCP) server that integrates Firebase Crashlytics with BigQuery for AI-powered crash analysis. Built for use with Claude Code and other MCP-compatible AI assistants.

scm-mcp

A Model Context Protocol server for managing Palo Alto Networks Strata Cloud Manager firewall configurations through natural language in Claude. It provides 149 tools covering the full configuration lifecycle including policy objects, security rules, NAT, and profiles with multi-tenant support.

EndNote Library Reader

Enables programmatic access to EndNote .enl libraries, allowing users to list, search, and extract full text from bibliographic references and their attached PDFs through MCP tools.

Ember MCP Server

A Model Context Protocol server that provides tooling support for Ember.js development, allowing developers to execute CLI commands, run codemods, access documentation, and discover community resources.

stackoverflow-mcp-server

Enables AI assistants to search and access Stack Overflow content, including questions, answers, and error solutions.

MCP Kali Server

Okay, here's a translation of "MCP configuration to connect AI agent to a Linux machine" into Chinese, along with some options depending on the nuance you want to convey: **Option 1 (Most General):** * **中文:** 将 AI 代理连接到 Linux 机器的 MCP 配置 * **Pinyin:** Jiāng AI dàilǐ liánjiē dào Linux jīqì de MCP pèizhì * **Explanation:** This is a straightforward translation. "将...连接到..." means "to connect...to...". "配置" means "configuration". **Option 2 (More Technical, Emphasizing Setup):** * **中文:** 用于将 AI 代理连接到 Linux 机器的 MCP 设置 * **Pinyin:** Yòng yú jiāng AI dàilǐ liánjiē dào Linux jīqì de MCP shèzhì * **Explanation:** "设置" (shèzhì) can mean "setup" or "settings". This option emphasizes the process of setting up the MCP for the connection. "用于" (yòng yú) means "used for" or "for the purpose of". **Option 3 (Focusing on the MCP's Role):** * **中文:** 用于 AI 代理连接 Linux 机器的 MCP 配置 * **Pinyin:** Yòng yú AI dàilǐ liánjiē Linux jīqì de MCP pèizhì * **Explanation:** This is a more concise version, implying the MCP is *for* the AI agent's connection to the Linux machine. **Option 4 (If "MCP" is already understood in context as a platform or system):** * **中文:** 通过 MCP 连接 AI 代理到 Linux 机器的配置 * **Pinyin:** Tōngguò MCP liánjiē AI dàilǐ dào Linux jīqì de pèizhì * **Explanation:** This translates to "Configuration for connecting the AI agent to the Linux machine *through* MCP." It assumes the reader knows what MCP is. **Key Vocabulary:** * **AI 代理 (AI dàilǐ):** AI agent * **Linux 机器 (Linux jīqì):** Linux machine * **MCP 配置 (MCP pèizhì):** MCP configuration * **连接 (liánjiē):** to connect * **设置 (shèzhì):** setup, settings * **用于 (yòng yú):** used for, for the purpose of * **通过 (tōngguò):** through, via **Which option is best depends on the context.** If you're writing documentation for a technical audience already familiar with MCP, Option 4 might be suitable. If you're introducing the concept, Option 1 or 2 might be better. Option 3 is a good compromise.

patents-mcp

MCP server for patent search and prior art discovery powered by Google Patents public dataset on BigQuery. Supports searching patents, fetching full patent details with CPC codes and citations, and retrieving legal claims text.

time-tracker-ai-mcp

Enables tracking work time with start/stop timers, logging entries, and generating reports.

Salesforce MCP Server

Enables natural language interactions with Salesforce data and metadata, allowing users to query records, manage custom objects, and manipulate Apex code. It provides comprehensive tools for schema exploration, aggregate queries, and field-level security management.

retail-price-tracker-mcp

Enables tracking retail product prices, checking price history, and managing tracked products via MCP tools, with a focus on UNIQLO Taiwan.

Nodit Mcp Server Poc

Nodit API MCP 服务器 POC (Nodit API MCP Server POC)

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

Android MCP Server

Enables AI agents to directly control Android devices via Termux, providing 120+ tools for screen manipulation, file management, app control, and system operations with layered loading and security gating.

Cloudflare Remote PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through MCP tools, with GitHub OAuth authentication and role-based access control.

featherless

Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.

PocketMCP

A lightweight, local-first MCP server that automatically watches folders, chunks and embeds files using Transformers.js, and exposes semantic search capabilities to VS Code and Cursor. Runs completely offline with SQLite vector storage, designed for resource-constrained environments.

wordly

An MCP App that provides an interactive UI for visualizing multiple rewritten variations of text, enabling grammar checking, style adjustments, and text improvements with real-time comparison.

Calendly MCP Server

Enables interaction with Calendly's scheduling platform via MCP, allowing users to manage events, invitees, and schedule meetings directly using the Calendly API.

beacon-mcp

MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.

code-copy-mcp

MCP server for copying and pasting code between files with security controls and validation.