"Python Code for Data Analysis" matching MCP connectors:

Conformance checker for MCP servers. Free, no key, verdicts recomputable and re-measured daily.

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

Latest versions, LTS windows, and EOL dates for 300+ products. Fresh ground truth for stale models.

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps. 7 ecosystems.

MCP server for generating rough-draft project plans from natural-language prompts.

Generate synthetic random user data for testing, demos, and development without using real persona.

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.

AI title risk analysis for Florida real estate closing docs. Get an API key at curagent.io

Generate, edit, and export data-architecture diagrams from your AI. Column lineage, PNG in chat.

Search, preview, install community Codex pet packs, and discover the pet request flow.

PDF engagement layer for apps and agents: tracking links, read analytics, and a full PDF toolset.

Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.

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

Structured iGaming reference: slot specs & RTP variants, providers, regulators, news and jobs.

Keyless docs search so coding agents wire up RoxyAPI: every endpoint, param and SDK call.

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.

Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.

Read-only MCP server for turva.dev, an agent-readiness audit and advisory service.