Best Metadata AI Skills & MCP Servers

MCP server for efficient PDF text extraction, search, and metadata retrieval for Claude Code

Lightweight MCP server that maps icon keywords to Remix Icon metadata.

MCP server for Yandex Tracker API — read and edit issues, comments, attachments, links, checklists, metadata

MCP server for PowerPlatform schema/metadata customizations (dev/config environments)

Use AWS S3, the world's most reliable document storage, as a database with this ORM.

Search arXiv, fetch paper metadata, and read full-text content via MCP. STDIO or Streamable HTTP.

Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API. STDIO or Streamable HTTP.

Agent-first YouTube Shorts upload CLI and MCP server with dry-run uploads, OAuth readiness and synthetic-media metadata.

The most complete MCP server for Microsoft Dataverse. 79 production-ready tools for AI agents: OData & FetchXML queries, CRUD, metadata, solutions, audit, batch operations, schema write, record access and more. Device code, client credentials, and managed

Persistent memory for visual intelligence. MCP server for the Phototology registry: analyze photos with composable lenses, enrich files with EXIF/IPTC/XMP metadata, and look up cached results for free. Works with local files. Analyze once. Remember foreve

MCP server for myOperator UI components - enables AI assistants to access component metadata, examples, and design tokens

Trakt MCP — TV/movie metadata + watch tracking signals

OpenMetadata MCP server - metadata management, lineage, search, data quality, and more

CrawlForge MCP Server - Professional Model Context Protocol server with 23 web scraping, crawling, and content processing tools. Defaults to local Ollama for LLM extraction (no API key needed); OpenAI/Anthropic available as opt-in. v4.0 adds Markdown-firs

MCP server for the Coalesce Catalog Public GraphQL API; covers tables, columns, dashboards, lineage, governance, and asset metadata across the warehouse and BI layer.

The most comprehensive Salesforce MCP server: 200+ tools covering custom objects, flows, Apex, LWC, page layouts, permissions, profiles, users, reports, dashboards, Experience Cloud, OmniStudio, OmniChannel, Agentforce, Einstein AI, audit trail, territori

MCP server for the DeXe Protocol — full DAO operations coverage: deploy DAOs, build every proposal type, IPFS metadata, stake/vote/delegate/execute/claim calldata. Plus dev tooling (build/test/introspect/decode).

JWT authentication for MCP servers — JWKS validation, scope auto-discovery, and RFC 9728 Protected Resource Metadata

Model Context Protocol (MCP) server for TestRail integration, enabling LLMs to fetch test cases and metadata.

MCP server for USGS Water Services (NWIS). Four tools: real-time streamflow, daily statistics, site metadata, and site search. No API key required.

Rockhopper MCP server — expose file metadata, versions, reviews, and comments to AI tools

MCP server for InnovaCCS metadata configuration

Comprehensive HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader-mode, metadata / link / sitemap / RSS-Atom extraction, robots.txt verdicts

Smart UI MCP Server for VS Code, Cursor, and AI IDEs. Provides Smart UI components, metadata, and Angular code generation through the Model Context Protocol with support for Azure OpenAI, OpenAI, Anthropic, Gemini, and local LLMs.