Browse All MCP Servers

LanceDB Node

Enables vector similarity search using LanceDB and custom embedding functions within a Node.js environment.

Model Context Protocol SDK

Facilitates the creation of Model Context Protocol (MCP) clients and servers in Python, enabling standardized context provision for Large Language Models (LLMs).

Supabase

Enables Large Language Models (LLMs) to perform comprehensive CRUD operations on any Supabase database.

S3 File Manager

Enables seamless upload, download, and management of files in Amazon S3 buckets, optimized for AI workflows and Model Context Protocol clients.

AI Agent Pipeline

Routes queries by intent to document processing, weather services, or general chat, enabling modular, observable AI workflows with LangGraph, LangChain, ChromaDB, and LangSmith.

Server Boilerplate

Provides a foundational template for building Model Context Protocol servers compatible with AI assistants.

Web Fetch Server

Enables AI assistants to fetch content from any URL using various HTTP methods and custom headers.

Zendesk

Integrates Zendesk APIs with Google OAuth authentication, deployed on Cloudflare Workers, to enable secure interactions from Model Context Protocol clients.

Code Graph

Constructs a lightweight code graph from TypeScript and Python source code, then exposes it via an MCP server for agentic client queries.

OpenAPI Proxy

Transforms any OpenAPI specification into a fully functional MCP server, providing a versatile interface for external APIs.

EVM

Accesses all major Ethereum Virtual Machine (EVM) JSON-RPC methods through a Model Context Protocol (MCP) server.

AMC

Enables conversational AI assistants to provide a comprehensive movie booking experience for AMC Theatres.

Investing

Parse and query investment statements from various institutions using natural language and structured tools.

Gilhari Autoincrement

Demonstrates ORM functionality for JSON objects, automatically generating primary keys from the database within a RESTful Gilhari microservice.

Gilhari Streaming Example

Demonstrates efficient streaming queries for processing large JSON object result sets with a RESTful Gilhari microservice.

Gilhari Relationships With Implicit Attributes Example

Illustrates Gilhari's implicit attributes feature for automatic foreign key management in JSON objects within a RESTful microservice.

Text Mirror

Reverse UTF-8 text while preserving grapheme clusters, operating as a minimal server via stdio.

DuckDuckGo

Enables AI assistants to search the internet using DuckDuckGo and extract clean, formatted content from web pages.

JAXA Earth VRChat Terrain

Transforms JAXA satellite Earth observation data into 3D terrain models optimized for VRChat, Blender, and Unity.

Go Pprof Analyzer

Exposes Go pprof profiling data to AI coding assistants, facilitating deep performance analysis and optimization.

QualigenAI Oracle Bridge

Empowers AI agents to autonomously administer and analyze Oracle databases through natural language.

ALMA

Transforms ALMA (Atacama Large Millimeter/submillimeter Array) archive queries into natural language conversations, providing seamless access to astronomical data.

Skulls

Guides AI models with structured planning templates to generate production-ready code on the first attempt.

Sequenzy

Automates AI-powered email marketing campaigns, subscriber management, and performance analytics.

XHS Browser Agent

Facilitates fetching XHS notes using natural language queries with a human-in-the-loop safety pipeline.

DigiSign

Enables programmatic creation, sending, and management of digital signature envelopes through the DigiSign.cz API.

FeedOracle Macro Intelligence

Delivers real-time macroeconomic signals and deterministic regime classifications for AI trading agents to inform capital allocation and portfolio adjustments.

Marketing Brain

Provides persistent marketing memory and self-learning intelligence to optimize content strategy and track engagement across platforms.

QontoCtl

Facilitates interaction with the Qonto banking API through a command-line interface and Model Context Protocol server, enabling programmatic and AI-driven access to financial data.

Windback

Centralize and manage AI agent sessions and learnings from various platforms, enabling cross-agent access and continued conversations.