MCP Servers

An MCP server for Turkish higher education data from YOKATLAS, providing bachelor's and associate degree program search, details, and fuzzy matching capabilities.

An MCP server for lightning-fast image and video generation using the Runware API, supporting image inference, upscaling, background removal, captioning, and video generation.

A comprehensive MCP server for Chainlink oracle services covering Data Feeds, Functions, Automation, VRF, CCIP, and Proof of Reserve with real-time and historical price data.

MCP server and CLI tool for searching and retrieving 200,000+ icons from 150+ icon collections. Supports Cursor, Claude Code, VS Code, and other AI coding agents with auto-learning icon preferences.

Fast web scraper MCP server for AI agents — sub-millisecond extraction with 67% fewer tokens and zero browser overhead. Installed via `npx create-webclaw`.

An MCP server by CodeGPT that enables interaction with code knowledge graphs, allowing AI assistants to list repository graphs, retrieve source code, explore code relationships, and perform semantic search across codebases via DeepGraph.

MCP server that converts content from multiple sources into NotebookLM-compatible format. Transforms URLs, files, and text into podcasts, presentations, mind maps, and quizzes through a single command.

Memorix is a persistent memory MCP server for AI coding agents that stores decisions, debugging history, and project knowledge across sessions and IDEs, allowing multiple agents to share context without losing information between sessions.

Graph-powered code intelligence engine that indexes codebases into a knowledge graph and exposes it via MCP tools. Provides blast radius analysis, dead code detection, execution flow tracing, and git coupling analysis for AI agents.

An MCP server that enables AI assistants to execute remote SSH commands, upload and download files through a standardized interface, with support for password and private key authentication and configurable command security controls.

MCP server based on AkShare that provides stock and cryptocurrency data queries including market overview, historical prices, financial indicators, and related news for A-shares, Hong Kong, and US markets.

MCP server for accessing the DexScreener API, providing real-time DEX pair data, token information, and market statistics across multiple blockchains.

SkillOps toolkit for validating, managing, and delivering AI agent skills at scale. Provides MCP server and CLI for coding agents without native skill support, with built-in validation and delivery capabilities.

Open-source agent firewall that intercepts outbound AI-agent HTTP requests to block data exfiltration — enforcing URL allow/block rules, DLP against secrets like `ANTHROPIC_API_KEY`, and configurable safety presets. Ships as a single Go binary with zero runtime dependencies and integrates with Claude Code, OpenAI Agents SDK, Google ADK, AutoGen, CrewAI, LangGraph, and Cursor.

from Muvon/octocode

An MCP extension for Django that allows MCP clients and AI agents to interact with any Django application seamlessly.

from BetterDB-inc/monitor

MCP server powered by Perplexity AI with automatic query complexity detection that routes requests to Sonar Pro for quick searches or Sonar Reasoning Pro for complex multi-step analysis.

Cloudflare Workers-based MCP server that exposes Daiso product data through four tools: search_products (by query/category/maxPrice), find_stores (by lat/lng/radius), check_inventory (by store and product ID), and get_price_info. Serves over HTTP REST so it can be called from mobile apps.

Provides a secure, durable runtime for AI agent tasks using WebAssembly sandboxes with isolated execution, configurable resource limits, automatic retries, and lifecycle tracking for safe untrusted code execution.

A debuggable automation engine that traces every execution step and supports replay from any point, enabling browser automation, competitor intelligence gathering, and performance metrics extraction with full observability.

Universal domain availability engine written in Rust — CLI, library, and MCP server — with 1,200+ TLDs via IANA bootstrap, RDAP-first checks with WHOIS fallback, up to 100 concurrent lookups, pattern-based name generation, 11 curated presets (startup/tech/creative/finance/ecommerce), and JSON/CSV output with registrar and expiry info.

AI-powered Bazi (Chinese astrology) calculator MCP server that provides accurate four-pillar birth chart calculations for personality analysis and destiny forecasting, addressing inaccuracies in existing AI tools.

from youichi-uda/godot-mcp-pro

MCP server providing document translation and Chinese PubMed literature search capabilities via the Suppr API, supporting multiple file formats and language pairs.

MCP server for Snowflake Cortex AI providing tools for Cortex Search (RAG), Cortex Analyst (structured data), and Cortex Agent, plus SQL orchestration and object management.

MCP server for creating, rendering, converting, and optimizing SVG images with tools for PNG conversion, React/React Native component generation, SVG formatting, and validation.

An MCP server that enables building and managing n8n workflows through conversational AI, eliminating manual JSON editing by letting you describe automation workflows in natural language via Claude AI or Cursor IDE.

Minimal MCP server for reading local files. Provides a simple file reading capability through the Model Context Protocol.

MCP server built with FastMCP that provides BlockBeats RSS data feed to LLMs, enabling AI assistants to answer crypto and blockchain news queries.