API Development MCP Servers

Research Tracker

Discovers and extracts comprehensive metadata from research papers, code repositories, and AI models using web scraping and API integration.

Grobid

Extracts information from scholarly documents using machine learning.

BioMed

Serves biomedical literature database content.

Jina AI

Integrates Jina AI's Reader, Embeddings, and Reranker APIs to offer a comprehensive suite of web content extraction, search, and AI-powered information processing tools.

Databricks

Enables AI assistants to host and interact with Model Context Protocol prompts and tools directly on Databricks Apps.

GraphQL Sales Server

Enables AI assistants like Claude to query a sales GraphQL database using natural language.

Geo Location

Retrieves user geolocation information for use with large language models.

Real-Time Bidding

Facilitates real-time bidding functionalities via an auto-generated Multi-Agent Conversation Protocol (MCP) server.

Resource Settings

Facilitates multi-agent conversation protocols for the Google Resource Settings API.

Bluesky Jetstream

Provides real-time access to the Bluesky Jetstream firehose for MCP clients.

GitHub Analyzer

Enables AI assistants to analyze and read GitHub repositories, facilitating code analysis, repository exploration, and understanding project structures.

Remote Authless

Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without requiring authentication.

Weather Client

Executes a local Python weather script as a client through a server.

Node JDBC

Enables execution of SQL queries against MySQL, Oracle, and SQLite databases through a Node.js server.

Weather Forecast

Fetches weather forecasts using the Model Context Protocol.

Demo Server

Provides a boilerplate server for the Model Context Protocol, featuring TypeScript, DDD architecture, dynamic component loading, and example modules.

JSON by CData

Exposes JSON data as a read-only Model Context Protocol (MCP) server for querying by Large Language Models.

Prompt

Manages tasks through the Model Context Protocol (MCP).

Toshl

Integrates Toshl Finance with AI agents, enabling access to financial data for analysis and insights.

Frappe

Provides an MCP server implementation for Frappe.