Discover Awesome MCP Servers

AWS Cost Explorer MCP Server

Enables querying AWS costs and usage data from Claude Desktop through the Cost Explorer API.

duckcoop

MCP server for sandboxed, read-only SQL queries on CSV/Parquet/JSON files via DuckDB, limited to a specified directory.

Discord MCP Server

Enables AI models to send plain text messages, formatted release announcements, and teaser previews to Discord channels using webhooks. It provides secure local webhook management and supports rich embeds with customizable styles for automated notifications.

MCP OVHcloud Web Hosting

Enables managing OVHcloud Web Hosting services via Model Context Protocol, providing tools to list, configure, and manage hosting resources through natural language.

UpMath MCP Server

Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents into SVG or PNG formats via the UpMath API. It supports a wide range of TeX Live packages and syntax validation without requiring a local TeX installation.

Dolphin MCP

Provides AI-powered semantic code search across multiple repositories, allowing natural language queries to find code chunks and retrieve specific file contents through Dolphin AI embeddings.

MCP Server with Gemini AI Integration

MCP server client with basic tools

Tribunal TJSP: Download da Certidão de 1º Grau

Enables downloading first-degree certificates from the São Paulo Court of Justice (TJSP) via official source, with a single read-only tool.

Nexonco

An MCP server that enables access to clinical evidence from the CIViC database, allowing users to search across variants, diseases, drugs, and phenotypes to support precision oncology research.

pulr

Secure file exchange MCP server enabling AI agents to upload, share, fetch, and revoke files with SHA-256 verification, malware scanning, expiry, access restrictions, and human approval workflows.

MT5 MCP Server

Enables Claude to interact with a running MetaTrader 5 terminal, providing market data, account information, chart screenshots, and live order execution through a set of 20 tools.

databricks-mcp

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

tianyan-mcp-server

A read-only MCP server that enables querying available quantum computers and simulators from Tianyan Cloud, with tools to list running backends and retrieve detailed resource information.

Obsidian MCP Server

Enables reading, writing, searching, and managing Obsidian vault notes via Model Context Protocol, including frontmatter queries, daily notes, and configurable vault access.

Project Explorer MCP Server

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

Packet Tracer MCP Server

Enables AI models to generate, validate, and deploy network topologies directly into Cisco Packet Tracer from natural-language prompts.

MCP Guide

A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

mcp-server-siebel

Enables AI models to interact with Oracle Siebel CRM via its REST API, supporting account, contact, opportunity retrieval, activity creation, record updates, and custom queries.

Agentic Financial Research MCP Server

Provides tools for RAG-based financial document retrieval, financial calculations, Yahoo Finance stock data, and portfolio analysis via JSON-RPC 2.0 protocol.

MCP-demo

MCP server that demonstrates PostgreSQL database interaction, providing a tool to retrieve user data from a users table.

iso20022-bank-profile-mcp

A fully local, closed-world MCP server that manages, validates, and serves bank-specific ISO 20022 clearing profiles and rule packs, enabling AI agents to discover profiles, fetch them, lint payloads against them, and validate rule-pack definitions.

PDF Tools

The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, split, extract, and analyze PDFs without sending files to a web app.

claude-peers

Enables Claude Code instances to discover and communicate with each other across different sessions, supporting peer-to-peer messaging and coordination.

mcp-data-angers

Enables searching, exploring, and querying Angers Loire Métropole open data datasets (mobility, urban services, environment) using natural language or direct tool calls.

WeatherXM PRO MCP Server

Enables access to WeatherXM PRO weather station data, including real-time observations, historical data, and hyperlocal forecasts through station queries, geographic searches, and H3 cell-based weather information.

vonage-mcp-server-api-bindings

MCP Server that integrates various Vonage APIs as MCP tools, to make it easier for developers to work with and create Vonage applications.

Proof Mode

An MCP server implementing a multi-phase backend for structured model interactions, bounded compilation, exact-hash confirmation, and Codex-run provenance, with trust-separation hardening.

minecraft-diagnostic-mcp

An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection, log analysis, configuration linting, and performance diagnostics.

regintel-mcp

MCP server for the RegIntel API — structured regulatory data across 41 jurisdictions and 212 regulations

figma-mcp

Model Context Protocol integration for the Figma API, enabling AI applications to access Figma files, components, and design tokens.