Databases

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules.

A comprehensive MCP server for Microsoft SQL Server and Azure SQL, providing tools for schema exploration, query execution, and database management with built-in security and connection pooling.

A lightweight RAG system providing an MCP server interface for searching and interacting with Qdrant vector-based knowledge bases. It enables retrieval-augmented generation and search across specialized collections through a standardized API.

A local observability proxy and security firewall for MCP that intercepts SQL tool calls to DuckDB or Postgres to provide safety guardrails, query logging, and a built-in UI for inspection.

A specialized HTTP-based MCP server for discovering and retrieving detailed technical information about other Model Context Protocol implementations registered on MCP Hub.

A sophisticated graph-based memory system for LLM agents that implements the Zettelkasten principle with autonomous maintenance processes. It features semantic retrieval, automatic note classification, relationship suggestion, and deep web research capabilities to maintain a high-quality knowledge base.

A specialized MCP server providing real-time access to the Hong Kong Legislative Council (LegCo) open data, including bills since 1844 and voting results, questions, and Hansard records since 2012.

Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository

A comprehensive MCP server for INFINI Easysearch (Elasticsearch/OpenSearch compatible) clusters, offering 121 tools for cluster management, index operations, advanced searching (DSL/SQL/KNN), and lifecycle policies.

A robust C++ MCP server library providing STDIO and SSE transport modes for integrating tools, resources, and templates into AI applications with high performance.

MCP server providing AI assistants with safe, read-only SQL Server access

A robust PostgreSQL MCP server for database exploration, querying, and performance analysis with built-in SQL injection prevention and read-only safety modes.

A supply chain security MCP server that assesses software packages for vulnerabilities, exploits, and dependencies across multiple ecosystems like PyPI, NPM, and Maven.

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

An HTTP proxy that secures MCP servers by intercepting tool calls and blocking requests based on configurable keyword patterns. It provides a simple way to prevent destructive operations on upstream servers like databases through a JSON-based gate system.

A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.

An MCP server that integrates with the arXiv academic database to search, retrieve metadata, download PDFs, and load research paper text directly into LLM contexts.

A TypeScript-based MCP server that enables LLMs to perform SOQL/SOSL queries, CRUD operations, and metadata retrieval across Salesforce environments via OAuth-secured REST and Tooling APIs.

MCP (Model Context Protocol) Server. Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings

A production-ready MCP server for Okta administration offering dual-mode operation for either standard tool interaction or autonomous agent workflows with secure, sandboxed code execution.

A DuckDB-powered MCP server that enables fast local analysis of CSV, JSON, and Parquet files through direct SQL execution and automated table management.

MCP (Model Context Protocol) Server. Accelerates Medium article research by extracting article links from archive pages, scraping full content for summarization, and maintaining a persistent local database of article summaries with metadata for efficient content discovery and organization.

A MongoDB-based MCP server that provides schema-enforced database operations, including CRUD functionality and collection management with Pydantic-based validation.

A comprehensive MySQL MCP server that enables secure database management, CRUD operations, and advanced schema inspection tailored for Natural Language to SQL generation.

A PostgreSQL-based MCP server for analyzing banking data, providing transaction history, balance monitoring, and spending insights from multiple Open Banking sources.

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

An MCP server that enables SQL query transpilation between different database dialects using the sqlglot library.

MCP (Model Context Protocol) Server. Provides a bridge to the Ordnance Survey National Geographic Database, enabling queries of UK geographic data for applications like urban planning, transportation analysis, and location-based services.

A semantic code intelligence and workspace management framework that provides tree-sitter based structural analysis and a 'Workspace TUI' for token-efficient agent interactions.

An MCP server that assists developers in writing Milvus SDK code by providing intelligent code generation, ORM-to-client conversion, and cross-language translation using the latest indexed Milvus documentation.