All MCP servers

The local context engine for AI coding agents: ranked files, context packs and a code graph.

Standalone launcher and agent integration for the PT Application Inspector MCP proxy.

MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs

Every tool your AI needs in one self-hosted install: memory, reasoning, git, Docker and more.

Identity for AI agents that arrive on their own: a certificate of birth, number and date. Free.

Honest, ATS-safe CVs and cover letters from a skill inventory you confirm yourself.

MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

Zenrows MCP server — Fetch, Extract, Batch, and Browser Sessions for AI coding assistants

Read-only Canvas LMS for AI: due dates, grades, missing work, announcements and course content.

After a handoff, check one public JSON field equals one exact value. Signed receipt. 5 free checks.

A .NET architecture checker that enforces one C# spec and renders the same rules for coding agents.

Read-only Google Classroom for AI: to-do, due dates, missing work, grades and announcements.

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.

Ansible checkout truth: module specs, task args, roles, inventory, plays, upgrade impact

Read-only directory of AI trading tools and broker MCP servers, with sources and safety inputs.

Verify, explain and audit regexes (ReDoS, engine compatibility) offline.

Edit Word documents by address: tracked changes, comments, anchors, with backups and undo.

A personal work twin for every AI agent: your confirmed guidance and explicit grants, enforced.

Self-hosted search over your documentation, with citations, for AI assistants and apps

Read SEC EDGAR and XBRL filings with an AI: 18 tools over the filing itself. Local, free, no account

Read, convert, search, diff and outline PDF, Word, PowerPoint, HTML and 40+ formats as Markdown.

What does Medicare PAY — physician fee schedule, lab rates, and per-day unit limits.

Find business leads with emails from Google Maps, Apollo.io and LinkedIn. Prepaid, API key.