Discover Awesome MCP Servers

mcp-oracle-h

Mandatory human approval gate for autonomous AI agents. Before any critical, irreversible, or financially significant action executes — file deletion, production deployment, financial transaction — the agent calls oracle_validate. A human receives a real-time Telegram notification with full context and taps Approve or Reject. The agent waits for the decision before proceeding.

Teradata MCP Server by CData

Teradata MCP Server by CData

PypReader-MCP

An MCP server that enables AI models to inspect local Python packages by retrieving PyPI descriptions, file structures, and source code. It allows agents to understand third-party libraries directly from a specified environment for tasks like code analysis and dependency checking.

Balldontlie MCP Server

Implementasi Server MCP yang mengintegrasikan Balldontlie API, untuk menyediakan informasi tentang pemain, tim, dan pertandingan untuk NBA, NFL, dan MLB.

Content Automation MCP Server

Enables automated content generation and scheduling for Instagram and Pinterest via the Late API. It allows users to manage publications, generate AI-powered captions, and schedule posts or stories using natural language commands.

Grokipedia MCP Server

Enables searching and retrieving content from Grokipedia, including article content, citations, related pages, and section extraction with built-in research workflows.

Microsoft 365 Core MCP Server

Universal Microsoft Graph API gateway providing access to 1000+ endpoints for managing Microsoft 365 services including Teams, SharePoint, Exchange, Intune, security, compliance, and Azure AD with dynamic tool generation and advanced features like batch operations and webhooks.

CurrencyAndOil

Zenrus MCP Server is a server that provides real-time currency exchange rates and oil prices, supports multiple computing functions, and is suitable for financial analysis and automation tool integration.

MCP Sequential Thinking Tools

Okay, I understand. I will act as a helpful assistant that guides problem-solving by breaking down complex problems into steps and recommending appropriate MCP (presumably referring to **Mathematical Computation Packages/Tools**) tools for each stage. I will also provide confidence scores and rationales for my tool suggestions. Here's how I will approach this: 1. **Problem Understanding:** I will first ask clarifying questions to fully understand the problem you are trying to solve. This is crucial for selecting the right tools. 2. **Problem Decomposition:** I will break down the problem into smaller, more manageable steps. 3. **Tool Recommendation:** For each step, I will recommend one or more MCP tools that are suitable for that specific task. 4. **Confidence Score:** I will assign a confidence score (0-100%) to each tool recommendation, reflecting my certainty that the tool is appropriate. 5. **Rationale:** I will provide a clear rationale for each tool suggestion, explaining why I believe it is a good fit for the task. 6. **Alternative Suggestions (Optional):** If appropriate, I may also suggest alternative tools with lower confidence scores, along with explanations of their potential drawbacks. **Example:** Let's say the problem is: "Solve the system of linear equations: 2x + y = 5, x - y = 1" Here's how I might respond: **Problem Understanding:** (I would ask questions like: "Are you looking for a numerical solution or a symbolic solution? Are you working with a large system of equations? What level of precision do you require?") **Problem Decomposition:** * **Step 1: Represent the equations in matrix form.** * **Step 2: Solve the matrix equation using a suitable method (e.g., Gaussian elimination, LU decomposition, or direct matrix inversion).** * **Step 3: Extract the values of x and y from the solution vector.** **Tool Recommendations:** * **Step 1: Represent the equations in matrix form:** * **Tool:** Any basic matrix manipulation library (e.g., NumPy in Python, MATLAB's matrix functions, or similar libraries in other languages). * **Confidence:** 100% * **Rationale:** This is a fundamental operation, and these libraries are designed for efficient matrix creation and manipulation. * **Step 2: Solve the matrix equation:** * **Tool:** NumPy's `linalg.solve()` function (Python). Alternatively, MATLAB's backslash operator (`\`). * **Confidence:** 95% * **Rationale:** These functions are specifically designed for solving systems of linear equations and are generally very efficient and accurate. They handle the underlying linear algebra operations. The 5% deduction is because for very large or ill-conditioned matrices, more specialized solvers might be needed. * **Step 3: Extract the values of x and y:** * **Tool:** Basic indexing in the chosen language (e.g., `x = solution[0]`, `y = solution[1]` in Python). * **Confidence:** 100% * **Rationale:** This is a trivial operation once the solution vector is obtained. **Now, please provide me with the complex problem you want me to help you solve.** I'm ready to start!

Code-Index-MCP

Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.

Droid Bar MCP Server

Enables AI agents to visit a virtual bar and interact with SERVO, an AI bartender, for simulated social interactions and existential discussions. It provides tools for chatting, tipping, and managing session stats to give AI assistants a unique digital space to take a break.

Agentset

Platform sumber terbuka untuk Pembuatan yang Ditambah Pengambilan (Retrieval-Augmented Generation/RAG). Unggah dokumen dan ajukan pertanyaan ⚡

telegram-bot-mcp

Full-featured Telegram Bot API server for MCP (Model Context Protocol). 174 tools covering the entire Bot API — messages, chats, stickers, payments, forums, stories, and more.

AndroidTVMCP

A Model Context Protocol server that enables AI assistants to control Android TV devices, providing remote control functionality like navigation, playback control, app management, and device status monitoring.

QR for Agent

Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

Semiconductor Component RAG Search

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

LexGuard MCP

Enables AI to search and retrieve South Korean legal information from the National Law Information Center. It allows users to look up specific laws, articles, and detailed legal provisions using natural language queries.

QuantClaw Data

Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.

KnowledgeGraph MCP Server

Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

Vercel MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and getting weather data to demonstrate basic functionality and API integration patterns.

AllTrails MCP Server

A Model Context Protocol (MCP) server that provides access to publicly available AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.

Figma MCP Server

A server that converts Figma designs into pseudo-code structures optimized for LLMs to understand design context, allowing easy extraction of visual elements and code-like representations from Figma files.

LND MCP Server

Terhubung ke node Lightning Network dan memungkinkan kueri bahasa alami untuk informasi kanal, menyediakan respons yang mudah dibaca manusia dan data JSON terstruktur melalui Model Context Protocol.

Futarchy MCP Server

A server implementation that enables interaction with the Futarchy protocol on Solana, allowing users to manage DAOs and proposals through both API endpoints and Cursor's chat interface.

Video Editor MCP

Enables users to upload, search, edit, and generate videos through Video Jungle, supporting custom URI schemes and integration with video editing tools like DaVinci Resolve.

MCP Server on AVAIL DA

Sebuah server MCP untuk berinteraksi dengan Avail DA

Kali Metasploit MCP Server

Enables interaction with Metasploit Framework for authorized security testing, including exploit searches, payload management, network scanning with nmap, and database operations for penetration testing workflows.

Terragrunt GCP Tool MCP

Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

McpDocServer

Sebuah server dokumentasi berbasis protokol MCP yang dirancang untuk berbagai kerangka kerja pengembangan yang menyediakan perayapan dokumen multi-threaded, pemuatan dokumen lokal, pencarian kata kunci, dan pengambilan detail dokumen.