MCP servers for DeepSeek Harness

Live web search and clean-markdown page fetch over the Keenable web index.

Headless CMS for sites built with AI: model content, import it, wire the site, verify.

Resolve a company domain to Instagram, Threads and Facebook accounts and counts.

Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections.

Couchbase MCP servers: Operational and Operational Insights clusters.

Local survey workflow and statistical crosstab analysis with auditable evidence

Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.

Manage Keycloak users, groups, roles and realms through the Keycloak Admin REST API.

Kling AI video generation MCP server for Model Context Protocol hosts

Memory the human governs, on their own machine, plus what other coding agents here wrote.

Scaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax.

Perplexity AI MCP server — browser automation for search, reasoning, research, and compute. Not affiliated with Perplexity AI, Inc.

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

Access Tyk API Management Documentation as MCP tool

AlphaPortal school-bus transportation for Claude — students, stops, live bus location, notifications

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

Agentic browser harness: your agent CLI in your real, signed-in browser, from a side panel or MCP.

ChatGPT Ads MCP server: 30 read tools, 28 opt-in preview-first writes.

Dependency graph + 23 MCP tools for AI coding assistants. Impact analysis, health scoring, security scanner, agent coordination.

Enhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev.

Unofficial read-only Jabama: villas and stays with exact prices, group tours, events and theater.