Universal MCP
by nandeshkanagaraju · data-analytics · mcp-server, glama
An intelligent database gateway that provides secure database access via MCP protocol and natural language queries using OpenAI's GPT models.
Source: https://github.com/nandeshkanagaraju/mcp-server-bridge
Install
git clone https://github.com/nandeshkanagaraju/mcp-server-bridgeUse this forAI-extracted
- →Execute SQL queries against databases via natural language through LLM-powered translation
- →Inspect database schemas and provide introspection data to AI agents for query planning
- →Build secure database access layers that isolate SQL execution logic from client applications
Works with
Tags: mcp-server, glama
Source: glama
About data-analytics MCP servers and Claude skills
data-analytics MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
Universal MCP is one of hundreds of data-analytics entries indexed on Skiln. Browse the full data-analytics category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
Related data-analytics MCPs and skills
- finance-agent by preethampathi2305
Personal finance MCP server that integrates Plaid bank data with local SQLite memory for conversational budgeting, goal tracking, and transaction management.
- agent-handoff-protocol by zordhalo
Enables durable agent session transfer between machines by serializing state, provisioning sandboxes, and metering costs via MCP tools over a Postgres-backed state machine.
- urmusic-mcp by ipaud
A personal MCP server that analyzes your Spotify streaming history locally, enabling queries, artist insights, and recommendations using a local SQLite database.
- Health Coach MCP by brian7989
A personal health and fitness MCP server that provides tools for managing profile data, goals, body measurements, nutrition, workouts, sleep, check-ins, life events, analytics, and coach memories via Supabase Postgres.
- postgres-mcp by hc-hyun
A Python MCP server that provides PostgreSQL database connectivity for Text-to-SQL workflows, enabling AI agents to explore schemas and execute parameterized SQL queries across multiple data marts.
- cnes-mcp-test by josepaulolaport
Read-only MCP server for querying Brazilian CNES health establishment data in PostgreSQL, enabling AI-assisted database exploration and analysis.
- Citation Safe by andrewjgaber-commits
Deterministic legal citation verification for AI-generated legal briefs. Three-layer verification: CourtListener database lookup, quote-match against primary source, and LLM edge-case verification. Free tier available.
- SQL Server MCP Server by dkp5897
Enables AI agents to interact with SQL Server databases for debugging and data issue resolution, providing tools for query execution, schema inspection, and diagnostics.
Frequently asked questions
How do I install Universal MCP?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support Universal MCP?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is Universal MCP free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.