MCP servers for Claude Desktop

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

Sub-cent factual claim verification against live data sources.

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 tools, 3 apps.

A Model Context Protocol (MCP) server for Airthings Air Quality Monitor devices.

Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP.

MCP server for Android automation with UI interaction, screenshots, and device control

Compiler-backed Angular template answers, component contracts and version facts for AI agents

Anima MCP server — 54 tools for AI agent communication, with email attachment support

Per-customer API usage analytics: sign up, get ingest snippets, read usage by customer and endpoint.

40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries.

Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services.

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.

MCP server for analyzing software UI screenshots using Google Gemini API with support for multiple models including gemini-2.0-flash

MCP server for Azure AI Image Generation - Create stunning images using Azure DALL-E 3 and FLUX models with intelligent model selection

Vibe CAD for 3D printing: design, check and export printable parts with build123d.

MCP server exposing Bawbel Scanner as agent-callable security tools

Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.

BlackHawkMCP - connect AI to Google Sheets

Local-first bookmark management with semantic search and AI-powered organization