MCP For Claude Marketplace
Ligand Binding Analysis

Ligand Binding Analysis MCP Connector for Claude

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Calculate binding affinity, capacity, and cooperativity from biochemical data.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides specialized tools for analyzing ligand-receptor interactions. It allows researchers to determine key biochemical parameters such as the dissociation constant (Kd) and maximum binding capacity (Bmax) using analyze_scatchard_binding. It also calculates the Hill coefficient to identify cooperativity via analyze_hill_cooperativity. Users can verify the integrity of their datasets with validate_experimental_data and obtain qualitative interpretations of binding behavior using get_binding_summary.

ligandreceptorscatchardhill-plotaffinity

4 tools expose this connector's capabilities to your AI agent.

validate_experimental_data

Checks the integrity and biological plausibility of the provided binding dataset

analyze_hill_cooperativity

Calculates the degree of cooperativity between ligands using Hill plot analysis

analyze_scatchard_binding

Determines binding affinity and capacity using the Scatchard linearization method

get_binding_summary

Provides a high-level qualitative interpretation of the binding characteristics

See how to talk to your AI agent using Ligand Binding Analysis.

Calculate the Scatchard parameters for these concentrations: bound [10, 20, 30] and free [2, 4, 6].

The Scatchard analysis results in a Kd of 2.0 and a Bmax of 50.0 with an r-squared value of 0.99.

What is the binding summary for a Kd of 0.5 and a Hill coefficient of 1.5?

The binding shows High affinity and Positive Cooperativity.

Validate this dataset: bound [5, 15, 25] and free [1, 3, 5].

The dataset is valid and follows expected saturation trends.

You can calculate the dissociation constant (Kd), maximum binding capacity (Bmax), and the Hill coefficient for cooperativity.

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