"IRIS" matching MCP servers:

Enables searching WHO's published output through IRIS, including guidelines, technical reports, and governing-body documents, and retrieving full records with direct PDF download links.

A Model Context Protocol server that automatically generates structured release notes from Git repository tags, analyzing differences between tags and saving formatted Markdown output to the .iris directory.

Provides access to InterSystems IRIS ObjectScript documentation, examples, and intelligent search tools. Enables developers to query documentation, search class references, and access official IRIS resources through natural language.

Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations with Interoperability

MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.

Enables AI-powered multi-provider routing and chat through an MCP interface, with smart fallback, persistent sessions, and learning from historical performance.

Irish and UK official statistics by county and local authority: CSO, Central Bank, government and council data joined on one geography, with caveats on every figure and a comparability check. Built for AI agents.

Query Irish competition data from CCPC (Competition and Consumer Protection Commission) — regulations, decisions, and merger control — directly from AI assistants via MCP.

Enables natural-language search, citation validation, and cross-referencing of Irish statutes and EU law through MCP-compatible clients.

An MCP server that provides both read-only and authenticated access to Reddit content and interactions without requiring a developer API key. It enables users to browse posts, search subreddits, and perform write actions like commenting and voting by leveraging browser session cookies.

Enables AI agents to resolve scientific names to Taxonomic Serial Numbers, traverse complete taxonomic lineages from kingdom to children, and retrieve vernacular names in all languages from an authoritative US-government taxonomy.

Search Austrian consolidated federal & state law, court decisions, and the authentic Bundesgesetzblatt from the official RIS via MCP, keyless and supporting STDIO or Streamable HTTP.

A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.

Provides MCP tools to upsert and search vector-embedded note chunks, enabling semantic retrieval from a PostgreSQL/pgvector backend.

Connects Obsidian Markdown notes as searchable knowledge chunks via MCP tools, enabling semantic vector search and CRUD operations through a layered service architecture.