Discover Awesome MCP Servers

Parquet MCP Server by CData

Parquet MCP Server by CData

glowfic-rag

Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.

ghostkit MCP Server

MCP server that provides AI clients with 26 security and developer tools, enabling tasks like JWT decoding, HTTP header analysis, and phishing URL inspection.

FFmpeg MCP Tool

Enables image and video processing through FFmpeg, including compression, format conversion, resizing, and batch processing operations for common media formats.

MCP Server Memo

Un servidor MCP ligero para la gestión de la memoria de sesión.

Appsignal MCP

A Model Context Protocol server that allows AI assistants to fetch and analyze incident data from Appsignal, including retrieving incident details, samples, listing recent incidents, and analyzing incidents to suggest fixes.

swagger-json-mcp

A powerful MCP server for querying and processing large Swagger/OpenAPI JSON documents, enabling LLMs to efficiently access API documentation without loading entire files.

Template MCP Server

A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.

Docker Swarm MCP Server

A production-ready MCP server for Docker Swarm that provides full control over services, stacks, configs, and secrets with smart context preservation to reduce tool clutter.

loopeng

Watches your terminal sessions, identifies repetitive workflows, and converts them into callable MCP tools so AI agents can automate them.

Gemini MCP Server for Claude Code

Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

Context MCP Server

A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.

AXIS iliad

Axis Iliad turns messy codebases into 86 canonical, deterministic artifacts across 18 programs. From raw repos to production-ready AGENTS.md, compliance kits, canvas packs and agent-ready foundations — the authoring layer for the natural language development era.

Said MCP

A MCP server that provides real-time weather information for any city through a simple tool that resolves geographic coordinates and fetches current weather data.

Elitepvpers SRO PServer MCP

An MCP server that scrapes elitepvpers.com to provide resources, setup guides, and troubleshooting tools for hosting Silkroad Online private servers. It allows users to search for opcodes, server files, and community releases through natural language queries.

Notion MCP Server

An auto-generated Multi-Agent Conversation Protocol server that enables interaction with Notion's API, allowing agents to work with Notion's database, pages, and other features through standardized protocols.

12306-MCP

12306 ticket purchase search server based on Model Context Protocol (MCP). It provides a simple API interface, allowing large models to search for 12306 ticket purchasing information through the interface.

Magnetics SME MCP Server

Provides specialized tools for electromagnetics and magnetic circuit analysis, including field calculations, material property lookups, and unit conversions. It enables AI agents to perform precise physics computations and reason through complex engineering problems using real-world equations.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol servers using TypeScript SDK, with example calculator and greeting tools, and server information resources.

docxtpl MCP Server

Enables Word document generation from templates using Jinja2 syntax and parsing of DOCX, PDF, and Excel files to extract structured content, metadata, and text.

OpenCrab

OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured knowledge management across graph, vector, and document databases. It allows agents to perform hybrid searches, manage complex entity relationships, and conduct impact analysis within a multi-space ontological framework.

Stakeholder MCP Server

An MCP server that provides tools to consult predefined or custom stakeholder personas for iterative product feedback and design reviews.

Filesystem MCP

Enables reading, creating, and editing files on the local filesystem through operations like view, create, string replacement, and line insertion.

Paper Access MCP

Local MCP server that enables downloading papers from arXiv, OpenReview, INFORMS, and Wiley by reusing your Chrome login state.

MCP Servers

Repositorio para mis servidores MCP

Footics MCP

Enables AI assistants to interact with the Footics World Cup 2026 prediction game, reading matches, standings, predictions, and optionally submitting predictions.

athena-mcp

Enables users to execute SQL queries, manage workgroups, databases, tables, and named queries in AWS Athena through natural language.

xrpl mcp

CP server that provides integration with the XRP Ledger. The server allows AI assistants to access account information, transaction history, and network data on the XRP Ledger, with capabilities for querying ledger objects, submitting transactions, and monitoring the network.

suitest-docs

Enables searching and retrieving pages from the Suitest documentation via full-text search without live network calls.