"A tool for analyzing Python repository structure and code relationships" matching MCP connectors:

DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.

MarkupBase turns AI-generated Markdown and HTML into durable, versioned artifacts that people can review and discuss. Its MCP server lets agents publish new versions, preserve contextual comments, include hosted images, and respond to feedback through secure account-linked identities, creating a clear human review boundary without requiring real-time editing.

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

Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and project management.

GDPR-compliant calendar access for AI assistants. Google, Microsoft 365, Apple & more. EU-hosted.

Persistent memory layer that saves and recalls your project context and preferences.

QRetro retrospectives and planning poker over MCP: boards, action items, poker games, estimates.

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

Publish and manage existing HTML presentations from an MCP-capable Agent.

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

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

Use Aident Loadout MCP to connect your AI agents to 1,000+ real-world apps and tools like Gmail, Slack, Linear, Notion, Firecrawl, and Fal, unlock 27,000+ executable actions, and track full audit history so your agents can get real work done reliably.

Ask Personio Recruiting the recruiting-ops questions dashboards miss by connecting applications, stage transitions, candidates, recruiting jobs, categories, org units, workplaces, jobs catalog, webhooks, event activity, and intake documents. Find stage-movement stalls, candidate freshness gaps, source quality by job/category, hiring load by department and workplace, webhook delivery issues, intake readiness gaps, and bottleneck owners. No dashboard build. No SQL.

Fill any PDF form from your AI agent — in a single tool call.

Mila is an AI-native collaborative platform for documents, spreadsheets, and slide presentations. The Mila MCP server lets AI assistants create, read, update, and manage office documents programmatically. 23 MCP tools covering documents, sheets, slides, and servers. Get your API key at https://mila.gg/api-keys.

Turn a resume into a portfolio website, look up published profiles, and ask about Skillfolio.

Grant readiness and application checklist generator for schools/PTAs/nonprofits.

Your personal action-item list — what you owe and what you're owed. AI proposes; you approve.

Search remote jobs, post job listings, find remote candidates, check salary benchmarks, and manage your career, all through AI conversation. The Himalayas MCP server connects your AI assistant to the Himalayas remote jobs marketplace in real time.