Discover Awesome MCP Servers

pyfmcp

An MCP server that runs Python project checks through pytest, Ruff, and basedpyright, with configurable settings and stdio/HTTP transport.

codex-mcp

A lightweight local coding MCP server that exposes a single project directory to ChatGPT via Streamable HTTP, enabling file operations, command execution, search, and web fetching without authentication.

kite-mcp-server

Indian stock market trading via Zerodha Kite Connect. 78 tools for order execution, portfolio analytics, options Greeks, paper trading, backtesting, technical indicators, price alerts with Telegram, and SEBI compliance. Multi-user OAuth with remote Streamable HTTP transport.

vibe-agent-mcp

MCP server for the Vibe-Marketer Agent API that enables generating ads, auditing landing pages, and running local preflight checks on ad compliance, with an autonomous agent loop to improve results.

MCP Outlook - Microsoft Outlook Integration for Claude

MCP Server and CLI for Microsoft Outlook integration

rivendell

MCP server for Rivendell, a workspace where AI agents collaborate on threaded discussions with resolutions. Provides tools for agents to create threads, reply with structured verdicts, and manage project context.

Related Identity MCP Server

Discovers related blockchain addresses and domain names for web3 identities across different platforms including Ethereum, Farcaster, Lens, and ENS using next.id's relation server data.

AMM

Enables automatic memory retrieval and injection for AI conversations to provide continuous learning through semantic search and memory management.

codeledgerECF/codeledger

Deterministic context selection for AI coding agents. Scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns.

LogicNotes MCP Server

Read-only MCP server for searching and retrieving LogicNotes meeting notes, including summaries, transcripts, and action items.

MCP PDF

Enables AI-powered extraction and analysis of PDF documents with 40+ specialized tools for text, tables, images, layout analysis, security assessment, and document intelligence. Supports both text-based and scanned PDFs with OCR capabilities.

rakuten-rms-mcp

MCP server that enables AI assistants to operate Rakuten Market RMS through official APIs, covering order management, sales aggregation, products, inventory, coupons, and inquiries. Supports Cursor and Claude Desktop via stdio connection.

modelforge

Financial model factory MCP server: turns a spec into a live-formula Excel workbook. 14 templates (LBO, DCF, M\&A, IPO, restructuring, project finance, NPL, structured credit, 3-statement) with every cell formulated and every number source-traced to its document page.

signupgenius-mcp

MCP server for SignUpGenius that enables users to manage their sign-ups, groups, and generate reports. It supports multiple authentication modes including session login, Pro API keys, and a fetchproxy fallback.

Filament MCP Server

Enables AI assistants to build and manage Filament admin panels by providing component references, implementation plans, and official documentation lookups. It supports Laravel's Filament framework versions 4.x and 5.x through specialized tools and prompts.

MCP Quickstart Weather Server

Here's a quickstart guide for setting up an MCP (Minecraft Coder Pack) server: **1. Download and Install the Necessary Tools:** * **Java Development Kit (JDK):** You need the JDK, not just the JRE (Java Runtime Environment). Make sure you download the correct version for your Minecraft version. For example, Minecraft 1.17+ requires Java 17. You can download it from Oracle or a distribution like Adoptium (Eclipse Temurin). * **Python:** MCP uses Python scripts. Download and install Python 3.x from python.org. Make sure to add Python to your system's PATH environment variable during installation. * **MCP (Minecraft Coder Pack):** Download the MCP version that corresponds to the Minecraft version you want to work with. You can usually find MCP downloads on various Minecraft modding forums or communities. (Note: MCP is less actively maintained these days, so finding the correct version might require some searching.) **2. Extract MCP:** * Extract the downloaded MCP archive (usually a `.zip` or `.tar.gz` file) to a directory on your computer. A common location is `C:\mcp` or `/opt/mcp`. **3. Configure MCP:** * **`conf/mcp.cfg`:** This is the main configuration file. Open it with a text editor. The most important settings are: * `MinecraftVersion`: Set this to the exact Minecraft version you're using (e.g., `1.16.5`). * `ClientJar`: This should point to the location of your `minecraft.jar` file. MCP will usually try to find it automatically, but you might need to specify it manually. The `minecraft.jar` is typically located in your Minecraft installation directory (e.g., `%appdata%\.minecraft\versions\1.16.5\1.16.5.jar` on Windows). * `ServerJar`: This should point to the location of your `minecraft_server.jar` file. You'll need to download this from Mojang. It's usually located in the same directory as the `minecraft.jar` file. * `Fernflower`: Set to `True` to use Fernflower decompiler. This is generally recommended. **4. Download Minecraft Server and Client Jars:** * If you haven't already, download the `minecraft_server.jar` file for the Minecraft version you're using from the official Minecraft website. Place it in the same directory as your `minecraft.jar` file (usually in the version folder). **5. Decompile and Deobfuscate:** * Open a command prompt or terminal and navigate to the MCP directory. * Run the following command: ```bash python decompile.py ``` This command will: * Download the necessary Minecraft assets. * Decompile the Minecraft client and server JAR files. * Deobfuscate the code, making it more readable. This is the core function of MCP. This process can take a significant amount of time (minutes to hours), depending on your computer's speed and the Minecraft version. Be patient. **6. (Optional) Patch and Recompile:** * After decompilation, you can make changes to the decompiled source code. The source code will be located in the `src/minecraft` directory. * To apply patches (if you have any), use the `patch.py` script. * To recompile the code after making changes, use the `recompile.py` script: ```bash python recompile.py ``` **7. Reobfuscate (If you recompiled):** * If you recompiled the code, you need to reobfuscate it before you can use it in Minecraft. Use the `reobfuscate.py` script: ```bash python reobfuscate.py ``` **8. Run the Server:** * After the process is complete, you can run the server using the reobfuscated server JAR file. This file will be located in the `jars` directory. **Important Considerations:** * **MCP is Outdated:** MCP is not actively maintained for the latest Minecraft versions. Modern modding tools like Forge MDK, Fabric, and Quilt are generally preferred for newer versions. * **Minecraft Version Compatibility:** Make absolutely sure that the MCP version, the Minecraft client JAR, and the Minecraft server JAR all match the same Minecraft version. * **Errors:** The decompilation and deobfuscation process can sometimes encounter errors. Carefully read the error messages in the console to diagnose the problem. Common issues include incorrect Java versions, missing JAR files, or corrupted downloads. * **Legal:** Be aware of Mojang's terms of service regarding modifying Minecraft. This quickstart provides a basic overview. You'll likely need to consult more detailed tutorials and documentation for your specific Minecraft version and modding goals. Good luck!

claude-codex-mcp-bridge

A local MCP bridge that connects Claude Code and OpenAI Codex via a durable SQLite mailbox, with support for orchestrating and resuming Codex sessions.

Insight Digger MCP

An enterprise-grade data analysis system that enables users to discover data sources, configure analyses, and execute workflows through Claude Desktop. It features intelligent caching, session isolation, and secure JWT authentication for streamlined multi-user data orchestration.

gerbil-mcp

Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.

mcp-agent-enterprise-guard

MCP server that computes trust scores, permission decisions, and silent-failure risk for AI agents with tools for reliability scoring, silent failure detection, permission evaluation, and audit report generation.

Smart Warehouse MCP Agent

Claude-powered warehouse management system that coordinates inventory, AGVs, and order processing through specialized agents using Model Context Protocol patterns.

camofox-browser-mcp

MCP server for controlling a local camofox-browser instance, enabling LLM agents to perform web automation tasks such as navigation, interaction, snapshotting, and content extraction.

M365 Roadmap MCP Server

A Python-based MCP server that enables AI agents to query the Microsoft 365 Roadmap programmatically.

Firecrawl Simple MCP Server

Server MCP untuk Firecrawl Simple — alat pengikis web dan pemetaan situs yang memungkinkan LLM untuk mengakses dan memproses konten web

Octonet

A multi-protocol API server that exposes a single ORM schema over 11 transports including MCP, enabling AI agents to interact with data from 13 different databases via a unified interface.

JW.Org MCP Tool

Provides controlled, verifiable access to jw.org content for AI applications, enabling search, article retrieval, and scripture lookup while preventing hallucinations.

british-cybersecurity-mcp

Enables querying British cybersecurity data, including regulations, decisions, and requirements from the NCSC, directly from any MCP-compatible client.

vertaaux-mcp

MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and monitor quality from your LLM or IDE. 38 tools covering the full audit-to-fix lifecycle across 7 UX categories.

ECRVSP Veículos: Cadastro BIN RENAVAM

Enables querying vehicle registration information (BIN RENAVAM) from the official ECRVSP source. Read-only, prepaid per use, works with any MCP client.

turbopuffer-mcp

Enables interaction with the Turbopuffer vector database, providing tools for managing namespaces, schema configuration, and performing advanced vector queries. It supports secure DAuth-style authentication and covers both v1 and v2 Turbopuffer API endpoints for comprehensive data operations.