Understanding File Usage MCP Connectors

Planner (proof-of-done)A

Evidence-gated task verification for AI agents. Decompose goals into acceptance criteria, attach proof (screenshot, curl, file), independent LLM judge accepts or rejects. 24 tools. Hosted remote MCP (streamable-http, OAuth 2.1 + DCR).

Testing & QA Tools Autonomous Agents

354

form fill-mcp A

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

App Automation File Systems Workplace & Productivity

53

verdigraph A

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

Knowledge & Memory Autonomous Agents AI & Machine Learning

42

Patents A

Patents MCP — wraps the USPTO Open Data Portal (ODP) Patent File Wrapper API

Government Data Open Data Research & Data

352

agent-metering B

Usage metering + SLA accounting for agent services (the meter behind x402 micropayments).

Monitoring Payments & Billing Agent Orchestration

112

Dropyour A

Publish a self-contained HTML file to a stable public URL from your AI. Anonymous, EU-hosted.

Cloud Storage Developer Tools

112

drukarnia A

BARWA print shop (barwa.pl): catalog, product advisor, real-price quotes, shipping, file specs.

E-commerce & Retail Customer Support

62

stagenth · file-relay A

Cloud file relay: chunked uploads, folders, share links, inline text reads, ZIP packing.

Cloud Storage Web Scraping

252

TweekIT MCP Server A

Normalize and convert more than 400 file types via TweekIT's hosted MCP streamable HTTP endpoint.

File Systems Multimedia Processing App Automation

521

Fbi Artcrimes A

FBI Art Crimes MCP — FBI National Stolen Art File (free, no auth).

Art & Culture Government Data

312

ipinfo A

IPInfo MCP — wraps ipinfo.io (free tier, no auth required for basic usage)

Location Services Networking & Infrastructure Search

332

workspace-tools B

Sandbox workspace tools: search, file read, DB queries, integrations. Returns synthetic data.

Developer Tools Databases File Systems

102

iplookup A

IP Lookup MCP — ip-api.com (free, no auth for basic usage)

Search Location Services Networking & Infrastructure

332

Deepl B

DeepL translation: translate, usage, source/target languages. Free 500k chars/mo.

Language Translation AI & Machine Learning

362

AI Design Blueprint Doctrine A

The industry standard reference for safe, observable, and steerable AI agent UX. Browse and search the 10 Blueprint principles, principle clusters, curated implementation examples, and application guides. 13 public tools require no credentials. Tools for learning path, coaching context, and handoffs require a Firebase Bearer token. Validation and usage summary tools require a Pro or Teams membership.

Documentation Access Autonomous Agents

292

Virustotal A

VirusTotal MCP — file / URL / domain / IP reputation (BYO key)

Security Monitoring

352

Commons Wikimedia B

Wikimedia Commons file/image/audio/video search via MediaWiki Action API

Art & Culture Search

362

Caliper A

Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.

Design Tools Software Architecture

102

mcp A

Provides UX capabilities to enhance the design output and understanding of AI systems.

Design Tools AI & Machine Learning Software Architecture

52

Kopern A

AI Agent Builder, Orchestrator & Grader. Build, test, optimize and deploy AI agents from any MCP client. 32 tools: agent CRUD, template deployment, grading & AutoResearch optimization, multi-agent teams, pipelines, memory management, 5-channel deployment (widget, Slack, Telegram, WhatsApp, webhooks), OAuth connectors (email, calendar), usage analytics, EU AI Act compliance reports, and portable agent export/import

Agent Orchestration Autonomous Agents AI & Machine Learning

312

"Understanding File Usage" matching MCP connectors: