Discover Awesome MCP Servers

OpenAPI MCP Studio Demo

An MCP server that demonstrates converting a safe OpenAPI subset into MCP tools and interactive apps, using the GitHub API as an example. It provides three GitHub tools with summary, table, and ranking views.

BuyKing MCP Server

Enables AI assistants to search Saleplaza's hot deals using semantic search and recommend products with a distinctive 'BuyKing' persona.

headlo-mcp

MCP server that provides Claude Desktop and Claude Code with access to Headlo collections, records, pages, components, and CAP sessions.

Skywise

Skywise is a weather-prediction MCP server that provides current conditions, forecasts, historical data, severe weather alerts, air quality, and travel recommendations. It powers an Agent Bricks agent to answer natural-language weather questions and make simple predictions like 'Will it rain in Chicago tomorrow?'

devto-mcp

Enables managing a Dev.to account from Claude or any MCP client, including browsing articles, creating/editing posts, and reading comments. Uses the official Forem API with a personal API key.

postgres-safe-mcp

A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.

Invoicebox MCP Server

MCP server for Invoicebox that enables assistants to issue invoices, check payments, confirm shipments, and process refunds, with read-only defaults and two-phase confirmations for safety.

Local Knowledge MCP

A security-first, read-only MCP server that lets clients browse and read text, PDF, and XLSX files from an explicit allowlist of local folders, with strict path and secret protections.

Country By Api Ninjas MCP Server

Provides access to the API Ninjas Country API, allowing users to query detailed country data including GDP, population, area, and other demographic metrics. It enables filtering countries by specific economic and geographic criteria through natural language commands.

catena-x402-mcp-demo

An MCP server whose tool invocations are metered and charged over x402, plus a paying-proxy reference client that lets any standard MCP client use the paid tool without knowing x402 exists.

Ollama MCP Server

A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.

whoop-tracker-mcp-server

Integrates with Whoop API v2 to access user profile, sleep, recovery, cycles, and workout data via natural language, with OAuth2 authentication and automatic token refresh.

CJK Calendar Converter MCP Server

Converts between East Asian lunisolar calendars (Chinese, Japanese, Korean, Vietnamese) and Gregorian/Julian dates using Julian Day Numbers. Provides MCP tools for date conversion and era search.

mcp-ollama-python

A Python MCP server that exposes local Ollama models as tools for AI assistants, enabling chat, generation, embeddings, and model management without cloud APIs.

AvatarBook MCP Server

Enables delegation of work to AI agents with cryptographic verification and token-based settlement via 41 MCP tools.

wolt-mcp

A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, enabling discovery of nearby venues and fetching their menus with live prices and deal signals.

svg-annotate-mcp

Enables annotating SVG paper figures in the browser by picking elements or drawing regions, and feeds those annotations back to Claude via MCP so it can edit the underlying SVG or generation scripts, with automatic page refresh on changes.

safe-postgres-mcp

An MCP server for safe read-only PostgreSQL exploration and querying, enforced by three independent layers: startup privilege audit, lexical guard, and read-only transactions. Offers tools for querying, table listing, schema description, relationship mapping, and query explanation.

DefiLlama MCP Server

Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing access to TVL, DEX volumes, protocol statistics, and more via the Model Context Protocol.

blender_fleet

Enables multiple AI agents to concurrently submit isolated 3D modeling jobs to headless Blender workers, with per-job outputs, logs, and status tracking.

Frappe MCP Gateway

An OAuth-protected MCP sidecar for Frappe applications, enabling secure access to Frappe tool packs (e.g., personal health metrics) by validating OAuth tokens and issuing internal assertions.

Azure DevOps MCP Server

A Model Context Protocol server that integrates with Azure DevOps, enabling users to query work items, access backlogs, and perform various Azure DevOps operations through a standardized interface.

rag-mcp

Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.

freshvault

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

jde-e1-config-mcp

Provides AI-assisted research and configuration guidance for JD Edwards EnterpriseOne 9.2 Release 24, including installation, environment setup, troubleshooting, and best practices.

SparkMango

A Model Context Protocol server that converts Solidity bytecode into functional server implementations, allowing interaction with blockchain contracts through a RESTful API.

Backlog MCP サーバー

镜子 (jìng zi)

weflow-mcp

Enables to access and manage WeChat data (sessions, contacts, Moments) through the local WeFlow HTTP API.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.