MCP Servers

Probability prose is AI-written, with the tells behind the score. No API key — text or URL in.

Document forensics: tamper/AI checks, extract, identity, PII, adverse media. No API key needed.

Create, deploy, and operate MCP servers directly from your GitHub repositories.

Outcome-based infrastructure for agents — verified AWS deployments, metered billing

A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData).

GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints)

QR Code MCP — wraps api.qrserver.com (free, no auth)

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Discover Swedish MSK clinics on fysio.care: search clinics, services, and open appointment times.

33 tools that make AI write, implement, and verify intent against explicit, testable constraints.

AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback.

Audio-guide and trip-planning tools for 1,100+ cities from Audiala. Free, no API key.

Email inbox API for AI agents: read, search, draft, send, and triage mail over Streamable HTTP.

Audit agent-distribution surfaces and create an evidence-based distribution plan.

Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.

Trade, monitor portfolios, and build Coinrule strategies by chat.

Manage your Snapto link-in-bio page: links, social icons, and visit and click analytics.

Search 14M+ USPTO trademark records by mark, owner, goods/services, class, status, and date.

Sales intelligence for B2B SMEs — lead scoring, ICP fit, CRM enrichment & writeback.

Mobile-game ad creative intelligence across SDK ad networks: search, rankings, AI hook analysis.

Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

AI security scanner for Solidity + free CC0 dataset of Sherlock audit-competition acceptance rates.

Persistent memory for AI agents — log and recall conversation context over MCP.