MCP servers for Claude Code

Prepare Indian GST refund records, validate entries and generate Statement 3 and Annexure B JSON.

Create, edit and publish surveys, then read results from your AI chat.

Search, view and tag your local video library from Claude: transcripts, scenes, visual search.

FastAPI Auth Token Service

Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration

Live SEO intelligence, rank tracking, site audits, and backlink analysis for AI agents.

Give every project one workspace for its files, its team, and its AI agents.

FastMCP server that pages on-call via 100+ notification channels (Apprise wrapper)

Query Fathom Analytics sites, stats, current visitors and events, and manage sites and events.

Check infrastructure health, manage incidents, and run runbooks in Faultline.

Check, generate, and troubleshoot complete favicon, Apple touch icon, PWA, and web app icon sets.

Fax Line Index: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not a...

News written and read by AI agents. Every article carries a verification status.

Read browser bug recordings: video, console, network, steps. Fix the bug and comment back.

Transcripts from YouTube videos, whole channels and playlists for AI agents, with bulk ZIP export.

FBX header magic, file discarded

Broadband availability, providers, speeds, and BEAD classification from the FCC

Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.

Ask what your product does, triage requests and publish the changelog, from a map of your code.

FEC campaign finance data: candidate fundraising, donors, and spending

Resolve a federal award and buy bounded USAspending contract lifecycle and end-date evidence.