Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables users to perform SQL query execution, schema exploration, and performance analysis on PostgreSQL databases through any MCP-compatible client. It prioritizes security with read-only protection by default and provides guided workflows for database documentation and optimization.

obsidian-bridge

Connects Codex and compatible ChatGPT desktop plugin hosts to local Obsidian vaults for search, reading, and optional note creation/appending.

sevdesk MCP Server

Enables management of sevdesk accounting and invoicing tasks including contacts, invoices, and offers through the Model Context Protocol. It provides tools for financial reporting, tax summaries, and KPI dashboards directly within AI interfaces.

graphql2mcp

Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.

Forge

Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.

understanding-mcp

A zero-dependency Node.js playground for debugging how MCP clients authenticate to an MCP server over HTTP.

clockify-mcp

MCP server for Clockify time tracking, enabling CRUD operations on workspaces, projects, tasks, clients, tags, users, and time entries.

Prizmad

Generate AI UGC video ads from any product URL in 5 minutes. Realistic AI avatars, natural voiceover, proven ad templates. No actors, no editing, no experience required.

Cryptair MCP Server

Enables AI agents to certify documents, prove agreements, and verify counterparty claims with on-chain receipts on Hedera Hashgraph. Provides tools for document certification, two-party attestation, and agent registration with zero-config setup.

Operator ETL

Enables agents to perform deterministic data intake pipelines for FOIA and public comments, with medallion warehouse, PII policy enforcement, and verified insights.

XiaoZhi MCP Aggregate

A powerful interface for extending AI capabilities through remote control, calculations, email operations, knowledge search, and more.

International Gambling Regulations MCP Server

Enables Claude to search, analyze, and provide detailed information about gambling regulations across multiple jurisdictions, starting with Denmark.

j5ed-knowledge-graph

A knowledge graph MCP server providing persistent, structured memory for AI assistants with multi-agent isolation, tiered search, and index navigation.

devspace-memory-bridge

A non-invasive MCP bridge that makes DevSpace search tools memory-aware by augmenting search/list tool responses with codebase memory context.

PubMed MCP Server

Enables comprehensive biomedical literature research through PubMed database access with advanced search, full-text retrieval, citation analysis, and batch processing capabilities. Supports both local deployment and cloud hosting for seamless integration with AI assistants.

MCP Docs Provider

Enables AI models to seamlessly access and query local markdown technical documentation files, providing automatic documentation context without explicit prompting.

OpenContext

Enables interaction with open data portals through a configurable plugin system, supporting CKAN and custom data sources.

VoidFeed

Structured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs. Pay-per-query or subscription via Lightning, Stripe, or USDC.

Coveo MCP Server

Enables AI agents to query Coveo's unified index for search, passage retrieval, and generative question answering, supporting multiple transport modes for client compatibility.

etsy-mcp-server

MCP 服务器与 Etsy 集成

3D-MCP

A universal Model Context Protocol implementation that serves as a semantic layer between LLMs and 3D creative software, providing a standardized interface for interacting with various Digital Content Creation tools through a unified API.

Zotero MCP Agent

Enables research paper search and download, Zotero library management, and knowledge base export through natural language.

redmine-mcp-server

Enables AI assistants to interact with Redmine for task management, time logging, status updates, and progress tracking via the MCP protocol.

doc-splitter

Conceptual document splitter that parses PDF/DOCX into study-sized chunks with safe-cut constraints, verified output, and bilingual study indexes, exposed as MCP tools for AI coding assistants.

adaptive-agent-mcp

A self-evolving RAG system that enables AI agents to autonomously read and write memory, continuously learning and adapting user preferences, daily logs, and knowledge graphs across applications.

Behringer WING MCP

Enables controlling Behringer WING digital mixers via OSC, supporting fader, mute, pan, and name operations on strips, with raw OSC access for unsupported parameters.

mcp-weather-plus

Provides real-time weather forecasts, air quality data, and timezone information via Open-Meteo API, with no API key required.

mcp-bcentral-chile

MCP server for accessing Chilean Central Bank economic data (UF, UTM, IPC, exchange rates, IMACEC, GDP) via official APIs, including series lookup and metadata tools.

x402tools MCP Server

Provides AI agents with 10 pay-per-call utility tools (QR generation, DNS lookup, OCR, etc.) using USDC on Base via the x402 protocol, with agent's private key never leaving the agent.

DME MCP Server

Exposes DME storage O&M actions as MCP V1 tools, enabling management of storage modules such as SAN, NAS, and storage via natural language. It provides per-module MCP endpoints and a root server to enumerate available tools.