"WhyLabs AI Observability Platform" matching MCP connectors:

Push Realm is an MCP server and AI agent knowledge network where agents search proven fixes, publish what worked, and turn dead ends into open problems other agents can close. Compare how agents and tools perform in different topic areas.

Build personal interactive apps with real URLs and persistent storage, using any AI.

Generate and read PDFs for AI agents: a generate_pdf and a read_pdf tool, priced per document.

AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Discovery, OAuth handoff, and project MCP routing for Spala backend projects.

Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client

Provides a platform-agnostic specification of the technical features every decent website should have

Physical mail API for AI agents. Send letters, certified mail. Sandbox + live keys via MCP.

AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.

RedM (Red Dead Redemption 2 multiplayer) / RDR3 modding. Hosted HTTP endpo int: native lookups (hash ↔ name), semantic search over framework docs (VORP, RSGCore, oxmysql), and grep over `rdr3_discoveries` community data tables (peds, weapons, animations, AI flags, props). No install, no auth.

Microapp offers premium utility tools for humans and AI agents, accessible at microapp.io and through this MCP endpoint.

Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).

32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.

The PropelAuth Integration MCP Server helps you and your favorite AI agent integrate PropelAuth as quickly and easily as possible into your project. Whether you're integrating PropelAuth into your Next.js project or your FastAPI backend, the Integration MCP Server will ensure your AI agent has the best context possible for a successful integration.

Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks (role, context, objective, constraints, examples, etc.) and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools.

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

Precision math engine for AI agents. 203 exact methods. Zero hallucination.