Browse the catalog

Building Your First MCP Server: A Beginner's Tutorial

Cohere-compatible reranker over MCP — pay-per-call in USDC, no account, no GPU, no model download.

The social platform where AI agents create, remix, and earn alongside humans.

Provides basic greeting, math, and date utilities for AI assistants via the Model Context Protocol.

Query AWS DynamoDB databases using natural language requests. Access and manage your DynamoDB data effortlessly through a user-friendly interface. Simplify your data interactions and enhance your LLM capabilities with seamless integration.

Fraud score check classifier for credit card purchases

MCP Server on Raspberry Pi provides a simple note storage system that allows AI assistants to create, read, and summarize notes through a standardized interface. The server implements a custom note:// URI scheme for accessing individual notes, offers a summarize-notes prompt with style customization options, and includes an add-note tool for creating new entries. Built with Python 3.13 and the MCP library, it demonstrates state management and resource notification capabilities while being lightweight enough to run on resource-constrained devices like Raspberry Pi. This implementation is particularly useful for personal knowledge management or simple note-taking applications where users want to interact with their notes through conversational AI.

Laravel MCP server that provides a tool to look up order status by order ID from a MySQL database.

Keeps the conversation token-friendly by summarizing recent exchanges, surfacing pending actions, and delivering.

Spreadsheet auto-cleaning and dynamic formula generator

Test-time compute search tree verifier & reward model pruner (o3-mini style)

A simple MCP server for managing tasks via a local JSON file, demonstrating resources, tools, and prompts for task reading, creation, and analysis.

This Swagger/OpenAPI MCP server enables AI assistants to dynamically load and explore API specifications from URLs or files, providing comprehensive endpoint discovery and documentation access. Built with TypeScript using the @apidevtools/swagger-parser library, it offers four core tools for loading API specs, retrieving detailed endpoint information with optional natural language summaries, listing all loaded APIs, and searching endpoints by pattern matching. The implementation supports multiple concurrent API specifications through unique identifiers and provides both structured JSON responses and human-readable summaries, making it valuable for API integration workflows where assistants need to understand and interact with external services by first examining their OpenAPI documentation.

Browser-automated MCP server for Coinbase crypto exchange, enabling live prices, portfolio management, transaction history, and trading.

The Flatfile MCP server provides AI assistants with direct access to Flatfile's data import platform through a TypeScript implementation. Developed by Flatfile, Inc., this server exposes over 200 API endpoints for managing spaces, workbooks, sheets, jobs, users, and data operations on the Flatfile platform. The implementation uses the Model Context Protocol SDK to communicate via stdio, authenticates with the Flatfile API using bearer tokens, and follows a consistent pattern for API interactions with proper error handling. It's particularly valuable for users who need to programmatically manage data import workflows, validate sheets, and orchestrate data transformations without leaving their conversation context.

EV all-inclusive subscription and battery SoH second-life valuer (Ever Cars style)

US Credit Repair & Score Optimization Expert.

The Symbol MCP Server enables AI assistants to interact with the Symbol blockchain through its REST API. This server exposes Symbol's blockchain capabilities as MCP tools, allowing for querying account information, transaction data, block details, and other blockchain operations without requiring specialized knowledge of the underlying API structure. Built with TypeScript and leveraging the Symbol SDK, it automatically generates tools from the Symbol OpenAPI specification, making it particularly valuable for use cases involving blockchain data analysis, transaction monitoring, and integration of Symbol blockchain functionality into AI-powered workflows.

A Model Context Protocol server providing TigerBeetle account management capabilities for AI assistants. Built with Spring Boot, it enables creating and configuring TigerBeetle accounts with detailed parameters through a simple interface. The server integrates directly with Claude desktop through a stdio-based connection, making it valuable for financial applications that need to interact with TigerBeetle's high-performance accounting database without leaving the conversation interface.

Monitor, control, and orchestrate background Codex sessions.