Interview Roleplay
Provides an AI-powered interview roleplay system for dynamic simulation of customizable interview scenarios, enabling practice and skill improvement for job…
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Research Notion
Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
Advanced Memory Bank MCP
An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL…
SQL Builder AI MCP
AI-powered SQL query builder — natural language to SQL, schema introspection, query optimization, multi-dialect support by MEOK AI Labs
Knowledge Graph Memory Server
Enables project memory using a Kuzu-powered knowledge graph.
Google Maps Extractor MCP
AI-powered lead generation from Google Maps. Search businesses, enrich with emails/phones/socials, score leads 0-100, export CSV. Free alternative to…
Cybersecurity Vulnerability Intel MCP
Real-time CVE lookup via NIST NVD 2.0, CISA KEV alerts, EPSS exploitation probability, and MITRE ATT&CK mappings. 7 tools for AI-powered vulnerability…
Notion
Integrates with Notion to enable database and page operations, content management, and AI-powered analysis for enhanced productivity workflows.
Quanti: connectors MCP
Unify your marketing team around one AI-powered source of truth. Quanti connects your marketing data to your warehouse. Execute SQL queries on BigQuery…
mcp-server-duckdb
mcp-server-duckdb is a Model Context Protocol (MCP) server that enables database interaction with DuckDB through MCP tools. It is designed for local analysis…
Neo4j Knowledge Graph Memory
Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations…
Toronto Open Data Tools
Query, analyze, and retrieve datasets from Toronto's CKAN-powered open data portal.
DPF
An AI-powered platform for data ingestion, transformation and analytics using natural language; describe your data and the shape you want and the AI infers the…
PyAirbyte
An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.
Job Tracker AI
An AI-powered chat server for tracking job interview processes, integrated with Supabase.
go-mcp-mysql
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
MCP MongoDB Server
A Model Context Protocol (MCP) server that provides an interface between LLMs and MongoDB databases, optimized for small context windows (3k tokens). Specially…
Redis MCP Server
Redis MCP Server - Python implementation with docker
Oauth2 Authorization Server
OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with…
PostgreSQL Full Access MCP Server
A fully featured PostgreSQL server adapter for the Model Context Protocol (MCP), providing robust read/write access and enhanced schema metadata for LLM and…
SQL Server MCP Client
A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.
OSV
Access the [OSV (Open Source Vulnerabilities) database](https://osv.dev/) for vulnerability information. Query vulnerabilities by package version or commit…
mcp-tool-server-milvus
A MCP server which provides tools function to insert into and query data from the Milvus vector database.
🦊 MCPBench: A Benchmark for Evaluating MCP Servers
MCPBench is an evaluation framework for MCP servers. It supports evaluating three types of servers (Web Search, Database Query, and GAIA) and is compatible…