Viz MCP Example renders visuals for vision-based LLMs with a Redis-backed state and chart outputs, showcasing chart-driven interactions.

Hybrid search with streaming, reranking, and FastMCP protocol enabling scalable docs2db integration.

nest docs mcp server

Real-time block script editing with AI assistants via a local WebSocket bridge for seamless collaborative workflows.

Go-based Slack content reader via message URLs with thread expansion, channel history, and optional workspace search.

Beta in-editor access to evaluation data, prompts, traces, and annotations via the MCP protocol.

Unified beehiiv API bridge enabling Claude to manage newsletters through natural language with 34 tools.

Unified interface enabling cross-platform messaging, emails, calendars, and outreach through Unipile API for AI assistants.

Python-based interface to deploy, inspect, and manage ContainerLab labs via API, with NetClaw and FastMCP integration.

Unified interface wrapping eToro public API to provide 34 AI-assisted tools for market data, trading, and portfolio insights.

Zendesk-centric, AI-powered ticket management with QA, analytics, WFM, and data export capabilities for conversational assistants.

Bridge that enables AI agents to manage voice bots, calls, numbers, and analytics via chat with secure API key authentication.

Quarkus-based MCP server to interact with Microcks via HTTP and SSE, enabling real-time control of mocks and tests.

Unified vulnerability intelligence from four government sources delivering enriched CVE lookups with CVSS, KEV status, EPSS, and ATT&CK mappings.

Robust RouterOS management toolkit enabling multi-protocol access, automatic command adaptation, and extensive network automation.

Self-contained Rippling integration exposing worker search, headcount, org structure, and compensation analytics with resilient pagination and dual transport.

Security-hardened, real-time diagram rendering with inline widgets and optional canvas sync.

Open-source MCP server enabling LLMs to query XNAT imaging data via read-only access, hierarchical navigation, and automatic DICOM metadata extraction.

Authoritative civic data hub connecting AI agents to 33 public data APIs with location-aware queries.

Self-hosted NLI with REST and MCP interfaces, multi-backend support, caching, and explainable confidence scores.

Production-ready MCP solution enabling Home Assistant integration with AI assistants, automation, and AI-powered insights.

LLM-enabled access to Trilium notes via ETAPI with advanced editing, hierarchical management, and multi-format content.

Centralized, feature-rich orchestration for LemonLDAP::NG that differentiates with multi-transport, multi-instance management, and comprehensive SSO tooling.

Starter template for MCP servers with three auth modes and DAuth-secured credentials for secure, rapid prototyping.