Discover MCP Servers

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An open-source AI coding observability layer. Silently tracks vibe coding sessions via MCP and codifies AI deviations into project rules. 100% local.

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Utility tools with x402 micropayments: JSON validation, base64, hashing, UUIDs, regex testing, Markdown and datetime conversion, cron parsing and JWT decoding.

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Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

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Proof and repair for Apple coding agents. Validate Swift, run Xcode evidence, repair failures, and generate inspectable Apple-native capabilities.

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MCP server for NowSecure Platform: pull remediation findings and generate clean PDF reports, bypassing the broken UI report renderer.

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Local-first completion-evidence system for AI-built apps: read-only audit, verifier-executed challenges, evidence-based 0-100 score, guided fixes, learning plan, CLI, and MCP.

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Is your documentation still true? Checks the context files your coding agent reads against the code. Five high-precision checks, two reports, zero dependencies.

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Guard your dependency bumps: an MCP server that tells your AI agent which parts of YOUR code break when you upgrade a dependency, and verifies AI-written code against the installed API - static analysis, never runs third-party code.

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Index any TypeScript/React repo (incl. monorepos) into a queryable code graph — npx CLI, HTTP/WS + MCP server, 3D viewer. who-renders, who-calls, blast-radius, cycles, dead-code. npm: code-graph-indexer

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Open-source Agent Signal Optimization audit MCP for scanning websites, APIs, and product surfaces for AI agent discoverability and readiness signals.

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Official MCP server for M00N Report: let an AI assistant author test cases, plan manual executions, cut releases and read project health over 50+ tools.

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Open-source MCP server for Docweave — generate_pdf + read_pdf tools for AI agents (Claude, Cursor, …).