Discover Awesome MCP Servers

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.

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.

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.

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.

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.

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.

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

带有基本工具的 MCP 服务器客户端 (Dài yǒu jīběn gōngjù de MCP fúwùqì kèhùduān) This translates to: * **带有 (dài yǒu):** with, having * **基本 (jīběn):** basic, fundamental * **工具 (gōngjù):** tools * **的 (de):** possessive particle (like 's in English) * **MCP 服务器 (MCP fúwùqì):** MCP server (MCP is kept as is) * **客户端 (kèhùduān):** client

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.

Tailor

Unified AI coding-agent framework combining Spec-Driven Development (SDD), AST semantic code reuse, and progressive project memory (.ai/) for Claude Code, Cursor, Windsurf, and Zed.

Atlassian MCP Server

A read-only MCP server that enables querying and searching Atlassian Confluence pages and Jira issues through their REST APIs. Supports retrieving content by ID or URL, searching using CQL/JQL, and listing spaces and projects.

maimemo-mcp

A read-only MCP server that provides access to Maimemo study data, including vocabulary progress, word lists, and notepads. It supports both stdio and HTTP transports with authentication and rate limiting for secure data access.

archilles

Enables semantic search over local Calibre libraries via MCP, allowing AI assistants to query books, annotations, and export bibliographies while keeping data private.

review-gate-mcp

An MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.

AI Charts

An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.

subway-mcp

실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.

CompoundPulse Proof

A second opinion on any ticker, before you act. The case for it, the case against it, and the price that proves it wrong.

session-vault

Discover, archive, catalog, and verify OpenCode sessions with remote upload support.

cxg-census-mcp

Enables LLM agents to query the CZ CELLxGENE Census single-cell atlas with ontology-aware filters, cost caps, and full provenance, allowing natural language questions about cell types, tissues, and gene expression.

@resonia/veilmail-mcp

A Model Context Protocol (MCP) server that exposes Veil Mail API operations as tools for AI agents, enabling email sending, template management, audience management, and analytics retrieval through natural language.

PowerPoint MCP Server

Enables conversational, deterministic inspection, editing, rendering, and validation of PowerPoint (.pptx) presentations, allowing agentic creation and modification of slides with style preservation and visual verification.