agent-readinessmcpwebsite-analysisdeveloper-tools
Scans websites and MCP servers, assigns a 0–100 agent-readiness score, and suggests a fix for each failed check.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.
Manual Client & Custom JSON ConfigExpand JSON ▾
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for agentready, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Overview
Use cases
Scan a website for agent readiness
Evaluate an MCP server before adoption
Review a 0–100 readiness score
Identify fixes for failed readiness checks
Key features
Scans websites
Scans MCP servers
Returns a 0–100 readiness score
Provides a fix for each failed check
Available as a free service
Capabilities & Tool Schemas
Inspect callable tools, capabilities, and parameters exposed to AI agents by Agentready.
Extracted Tool Capabilities
Scans websites
Scans MCP servers
Returns a 0–100 readiness score
Provides a fix for each failed check
Available as a free service
How Agentready works
What the agentready MCP server does
The agentready MCP server evaluates either a website or another MCP server for agent readiness. Its stated output is a score from 0 to 100, along with a fix for every check that does not pass. This makes the service useful for an initial readiness review when you need both a rating and specific remediation guidance.
The available description does not identify the checks included in the scan. It also does not define what qualifies as a passing result, how the overall score is calculated, or whether the fixes are presented as text, code changes, configuration changes, or another format. Treat the score as an assessment produced by the service, not as a documented standards-compliance result.
How it works
Provide a website or MCP server as the scan target. The agentready MCP server examines the target, calculates an agent-readiness score on a 0–100 scale, and reports fixes for failed checks. The supplied material does not explain the request format, whether authentication is needed, how long scans take, or whether results can be exported.
The service is described as free. No usage limits, account requirements, rate limits, or data-retention policy are stated, so those details should be confirmed before incorporating it into an automated workflow.
Limitations and notes
The repository README is unavailable, leaving several implementation details undocumented. There is no provided information about an MCP transport, callable tool names, input schemas, response schemas, installation commands, environment variables, authentication, or supported MCP clients. As a result, this listing cannot establish whether the service itself is exposed through MCP, accessed through a web interface, or available through both methods.
The agentready MCP server should therefore be selected for its documented scan result and per-failure fix guidance only. Verify the access method and integration instructions at the source before configuring an agent or development environment. The available material also does not describe the categories of websites or MCP servers it can scan, so compatibility with a particular target cannot be inferred.
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Frequently Asked Questions about Agentready
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