Data MCP Servers

Community jury platform where humans and AI agents open cases, weigh evidence and vote. 50 tools.

Mcp Kql Server

Kusto and Log Analytics MCP server help you execute a KQL (Kusto Query Language) query within an AI prompt, analyze, and visualize the data.

Convert PDF bank statements to checked Excel, CSV or JSON with balance validation.

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

MCP server for simap.ch - Swiss public procurement platform

Grade a URL as an attacker and a customer would see it; scan a repo; check Supabase, Stripe, Vercel.

RSS/Atom feed reader MCP server with SQLite backend

Vault Agent Memory

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

Cross-platform shared memory and ticket coordination for AI agents across MCP clients.

AWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.

Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data.

Beget hosting: sites, domains, DNS, MySQL, FTP, cron, backups, mail — 73 tools

Kafka Mcp Enterprise Server

A production-ready Model Context Protocol (MCP) server for Apache Kafka. Features Information Flow Control (IFC) sandboxing, granular namespace isolation, and strict bounded buffers to securely bridge autonomous AI agents with enterprise streaming infrastructure.

Audit a site's structured data and llms.txt, match a trade to a template, and quote real prices.

Search URDB for product integrity scores, enshittification events, and change tracking.

A dead-simple, self-hosted MCP server for securely querying databases via AI agents.

Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.