19,306 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
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MCP server wrapping the Rapid7 InsightOps REST API (EU region) for log search and analysis
RapidAPI marketplace discovery and assessment MCP server using undetected-chromedriver for anti-bot detection bypass
RapidOCR MCP Server for OCR processing
MCP server for RapidStart Apps
Nano Banana MCP
A Model Context Protocol (MCP) server that enables secure interaction with RaseSQL、PostgreSQL databases.
MCP server library that exposes a Ratel tool catalog as a Model Context Protocol server. The inverse of @ratel-ai/sdk's registerMcpServer.
Deploy production REST APIs from JSON schemas in seconds. Manage projects, schemas, and deployments.
Design intelligence for AI-generated UI — principles, patterns, content, brand, design tokens.
MCP server for AI-assisted RAW photo development via RawTherapee
Investigate errors, track deployments, analyze performance, and manage application monitoring
⚡ Claude Desktop MCP server for Ray distributed computing - manage clusters through natural language!
Razorpay's Official MCP Server
MCP server that exposes @razroo/parallel-mcp orchestration tools over stdio
MCP server for Razz.games - play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with real SOL wagering from any AI agent
MCP server for interacting with the Vinted marketplace
MCP Server for Graphiti memory and document chunking with intelligent Markdown processing.
Enterprise-grade MCP server for Resource Central Agent (RCA) using FastMCP
Search and retrieve UAB Research Computing documentation on Cheaha, SLURM, software, storage, and support. Get quick-start guidance for Cheaha, find office hours and contacts, and open full pages for deeper details. Speed up onboarding and troubleshooting with targeted results and structured section overviews.
Count the number of 'R' characters in any text, uppercase and lowercase. Quickly analyze strings, logs, or documents where 'R' frequency matters. Get instant counts for validation, analysis, or curiosity.
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit library with the MCP (Model Context Protocol) framework to provide advanced chemical informatics tools. It includes functionalities for molecular visualization, descriptor calculation, and interaction with an MCP server. ## Features - **Molecular Visualization**: Generate images of molecules using RDKit. - **Descriptor Calculation**: Compute molecular descriptors such as molecular weight, logP, and more. - **MCP Server Integration**: Communicate with an MCP server for advanced chemical informatics tasks. ## Project Structure - `mcp_rdkit/` - `__main__.py`: Entry point for the application. It initializes the MCP server and runs it in "stdio" mode. - `rdkit_helper.py`: Contains helper functions for RDKit operations, including: - Converting PIL images to base64. - Interfacing with the MCP server. - Utilizing RDKit for chemical computations. - `setup.py`: Configuration for packaging and distribution. ## Requirements - Python 3.8 or higher - RDKit library - MCP framework ## Installation 1. Install the package using pip: ```bash pip install mcp-rdkit ``` 2. Run the application: ```bash python -m mcp_rdkit ``` ## Demo You can integrate this directly into Claude App:  .png) .png) ## Usage - **Run the MCP server**: The application starts an MCP server that can process chemical informatics tasks. - **Generate molecular images**: Use the RDKit helper functions to visualize molecules. - **Calculate descriptors**: Leverage RDKit's descriptor calculation tools for chemical analysis. ## MCP Configuration Example To use the RDKit server with MCP, add the following configuration to your `mcp` config file: ```json "rdkit-server": { "type": "stdio", "command": "python", "args": [ "-m", "mcp_rdkit" ] } ```