Pricing

from $0.05 / completed server audit

MCP Tool Schema Auditor — AgentReady

Get a 0–100 MCP tool-schema score in seconds. Leave input empty to see a built-in sample, or audit a public HTTPS endpoint, an Apify Connector, or pasted tools/list JSON—without executing upstream tools.

Pricing

from $0.05 / completed server audit

Rating

0.0

(0)

Developer

Davis

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Total users

Monthly active users

4 days ago

Last modified

MCP Tool Schema Validator

junipr/mcp-tool-schema-validator

Validate MCP tool schemas and manifests for agent-readiness, input/output clarity, and common schema mistakes.

junipr

MCP Tool Schema Generator & Zod Validator (Claude, Cursor)

nizantei/mcp-dev-utility

A high-performance MCP server, Claude Desktop tool generator, and JSON schema validator that lets developers write, generate, and validate MCP tools with ease.

Nitsan Teichholtz

MCP Connector Compatibility Scanner

junipr/mcp-connector-compatibility-scanner

Scan MCP connector manifests, server metadata, tool schemas, auth metadata, and sample responses for compatibility issues, missing fields, unsupported patterns, schema problems, and client-readiness warnings.

junipr

MCP Server Auditor

q_services/mcp-server-auditor

Audit remote MCP servers: connectivity, latency, tools/list schemas, duplicate names, descriptions and mutating-tool signals.

Q Services

Apify Mcp Server Tools — Developer Tools & Integration

oneary/apify-mcp-server-tools

Extract structured data and technical information from Apify Mcp Server Tools. Ideal for developers, analysts, and data enthusiasts.

Luan M.

MCP Tool Contract Gate

quietrelay/mcp-tool-contract-gate

MCP server tool-contract monitor for agent platforms. Catch consumer-breaking MCP tool changes before agents break: compare an HTTPS tool catalog to a baseline and export Dataset findings, SUMMARY, SARIF, and JUnit for CI or schedules.

quiet relay

Json Tools API

vivid_astronaut/json-tools

BRAINIALL Team

MCP tools – Turn Any Website into an AI Tool in 60 Seconds

clever_fashion/mcp-website-tool

Automatically extract buttons, inputs & forms from any site and get ready-to-use MCP (Model Context Protocol) tools for Cursor, Claude, Claude Desktop, Windsurf, Cline, and any MCP-compatible AI.

Data Farming Team

Tool Output Schema Normalizer

junipr/tool-output-schema-normalizer

Normalize inconsistent tool/actor outputs into a target schema for downstream automation.

junipr

Sentiment Analysis Online Tool

tri_angle/sentiment-analysis-online-tool

Type in or paste text to get sentiment analysis evaluation using a tool with built-in AI model. Get the sentiment score (0 to 1) and classification (positive, negative, neutral) for each phrase. Export analyzed data, run this tool via API, schedule ad monitor runs or integrate with other tools.