Databases

SQLite-authoritative entity database with an async Google Sheets projection for AI agents.

Verifiable Memory-as-a-Service for AI Agents — MCP server with local SQLite or cloud mode

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.

Persistent memory + FTS5 search for Claude Code conversations. MCP server exposes your ~/.claude/projects/ history as queryable memory for any MCP-compatible AI agent.

Persistent memory for AI coding agents. Local-first, SQLite + vector search. MCP server with 17 tools.

ByteFun AI MCP服务 - 打通产品设计、UI设计、代码开发的服务平台，支持设计稿转代码和跨平台原生代码开发

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

Unified MCP server for SQL (PostgreSQL, MySQL, SQL Server, SQLite) and NoSQL (Elasticsearch, MongoDB, DynamoDB) — powered by dockit and sqlkit desktop apps

StackQL MCP server - SQL-native query and provisioning engine for cloud infrastructure, served over MCP. Downloads the signed stackql binary on first run.

A Model Context Protocol (MCP) server for Microsoft SQL Server, built in C#/.NET 10. Lets AI agents (Claude Desktop, Cursor, etc.) safely query and interact with SQL Server databases through a controlled tool surface.

MCP server for PostgreSQL with full read-write support, transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted. Use with Claude, Cursor, Windsurf, and any MCP-compatible AI client.

Production-ready MCP memory server with SQLite WAL for thread-safe concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory. Prevents race conditions and data loss in multi-session AI agent environments. ACID-compliant knowledge grap

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy (Projects > Epics > Tasks > Subtasks), activity logging, and a dashboard — so LLMs never lose track.

Pre-deploy ship gate AI agents call before shipping. Also audits the agent's own MCP config.

Generate MCP servers from natural language, OpenAPI specs, or database schemas.

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

Your Claude Code sessions don't have to start from scratch anymore — SpecMem gives your AI real memory. It won't forget your conversations, your code, or your architecture decisions between sessions. That's the whole point. Semantic code indexing that act

A ModelContextProtocol server to let agents discover your project, such as APIs (using OpenAPI) or other resources.

MCP server for MTA:SA documentation with intelligent search and caching