"database" matching MCP servers:

A static, read-only MCP server that exposes a database knowledge base (schema, relationships, workflows, and reasoning patterns) so Claude Code / Copilot can reason about a database without a live connection.

Unified MCP server that orchestrates 5D Database and Documentation System plugins, providing AI agents with centralized tools for database queries, semantic search, documentation validation, and workflow coordination.

A Model Context Protocol (MCP) server that coordinates AI agents to transform database tables into Wikipedia-style data dictionaries.

Enables multi-project workspaces to share structured notes, API contracts, and handoff messages via a local SQLite database, with versioning and read tracking.

Read-only MCP server that provides tools to fetch SealChat public protocol docs, manifest, channel counts, and chat messages via the HTTP Agent API, without write access or database access.

A zero-database MCP knowledgebase template for Vercel that exposes static Markdown content to AI agents through clean MCP surfaces.

MCP to index techincal docs on local vector database to work with Cursor

Provides AI assistants with a verified database of WordPress Gutenberg block schemas, attributes, and validated markup examples to prevent hallucinations and broken block markup.

Provides AI models with access to jOOQ documentation, enabling querying of features, SQL examples, code generation, database support, and advanced topics.

A local MCP server that guides users through Linux From Scratch (LFS) documentation step by step, tracking progress in a SQLite database and providing search, sequential navigation, and optional AI chat assistance.

This MCP server reads team SKILL.md files from a local folder and returns relevant ones to Cursor, while recording usage in a local SQLite database.

Enables querying and modifying Markdown documentation as a relational database using SQL, with automatic write-back of changes to the original .md files.

Local MCP server for GaussDB documentation semantic search and read-only database introspection.

Provides project documentation, database schema, business rules, and search capabilities as context for Claude Code, enabling more accurate code generation and query writing.

Provides search and retrieval over a local database of Pathfinder 2e rules. Enables Claude Code to answer rules questions with cited, accurate answers from fetched entries.

Exposes a tool to retrieve mocked documentation records from a simulated database, supporting query and document ID lookup.

A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting Language) reference data to AI coding assistants, grounded in the official Second Life wiki with a curated database of AI-specific pitfalls.

MCP server that parses 3GPP .docx specifications into structured sections with full-text search, letting LLMs browse, search, and follow cross-references without a vector database.

Enables natural-language search, page reading, deployment configuration, and build-log diagnosis over Liara cloud documentation, with a bundled corpus and no database or API key required.

Enables AI agents to query and browse Norton Guide database files, providing tools for reading entries, searching, and navigating menus.