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Negative results intelligence for drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens, antibody developability failures, and more — each result carrying full provenance (source database, DOI/PMID, license)

Give Claude the ability to generate images for free via muapi's MCP server — Claude has no native image model, this wires one in.

Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion using the Aladhan API. No API key required.

An MCP server retrieving transcripts of YouTube videos

Dgraph MCP Server provides a bridge between language models and Dgraph graph databases, enabling AI assistants to execute DQL queries, perform mutations, and manage database schemas. Built in Go using the mcp-go library, it exposes specialized tools for database operations and includes a resource endpoint for retrieving schema information. The implementation features a Docker-based deployment option with a complete Dgraph environment and includes example code for both simple database operations and a more complex movie database application. Ideal for developers who want to leverage AI assistants for graph database interactions without switching context to separate database tools.

Surf Park live session availability for booking and cancellation. Made by surfers for wave pools worldwide

Claude Code plugin — 11 skills, 4 MCP servers for the Helioy AI ecosystem

Generates professional invoices from Claude Desktop using RapidInvoice and stores them in Supabase, with support for multi-currency, public share links, and user-specific billing limits.

Install FURRINGLINE's product catalog and material calculators in your AI assistant (remote MCP: https://mcp.furringline.com)

re-backlog idea management with decision tracking, signal aggregation, and RICE scoring. Captures product feedback from Slack, Teams, Discord, and GitHub

Enables querying ad campaign performance and setup across Meta, TikTok, and Google Ads using natural language through AI agents.

Enrich leads with email addresses and format data.

Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal generators via SCPI commands through a local stdio MCP server.

Demonstrates a gateway MCP server architecture where AI agents authenticate once and the gateway proxies tool calls to downstream MCP servers using stored per-user OAuth2 tokens. Implements dynamic client registration, multi-tenant token isolation, and a web dashboard for server management. Built with .NET 10 and Keycloak for identity management.

A lightweight MCP server that exposes Google Gemini as tools for Claude Code, enabling question answering, code analysis, multi-turn chat, and model listing.

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics.

FinStudio Financial Models offers an MCP server for accessing financial modeling capabilities within AI workflows. It enables AI assistants to perform financial analysis, modeling calculations, and data processing through a hosted service endpoint.

Distributed Order Management (DOM/OMS) smart ship-from-store routing (Fluent Commerce style)

A cross-platform MCP server implementing the Ralph Loop iterative development technique where a worker model does the work and a reviewer model provides cross-model review until approval.