airy
Airy is an AI-powered tool that enables natural language interaction with databases via a terminal or as an MCP server. It generates SQL queries based on user…
Directory
Search MCP Servers
MCP Postgres Query Server
An MCP server for querying a PostgreSQL database in read-only mode.
Neon
Interact with the Neon serverless Postgres platform
Neon MCP Server
Interact with Neon Postgres databases using natural language to manage projects, branches, queries, and migrations via the Neon API.
Employeemcpserver
Spring ai, mcp server, aws bedrock, pg vectore store. mcp using sync SSE transport.
Memento-cmp
A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP
Xata MCP server
The Xata MCP server lets AI assistants and agents interact with your Xata organizations, projects, and Postgres database branches.
Yourmemory
Persistent memory for AI agents with Ebbinghaus forgetting curve decay, hybrid BM25 + vector + knowledge graph retrieval, temporal reasoning, and a local…
flAPI
Turn SQL templates + YAML into REST APIs and MCP tools — one static binary with embedded DuckDB (Parquet, Postgres, BigQuery, S3 and 50+ sources), per-tool…
Nhost
Official MCP server for the Nhost backend platform — manage Postgres data, GraphQL, auth, storage, migrations and Hasura metadata via AI assistants.
LangGrant
LangGrant turns AI data questions into reusable, governed Data Plans, joining data across multiple databases (Snowflake, Oracle, Postgres, BigQuery and more)…
MCPBundles
One remote MCP server for 500+ production APIs — Stripe, HubSpot, Postgres, Gmail, and more. OAuth and API key auth, credential management, and a CLI.
perseus vault
Perseus Vault is a single Rust binary that gives AI agents durable memory across sessions. One binary. One file. No Docker. No Postgres. No cloud. Just…
OrionBelt Semantic Layer
API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and…
Myco Brain
Self-hosted memory and knowledge-graph MCP server for AI agents. TypeScript on Postgres 16 + pgvector, 11 brain_* tools. Runs keyless: full-text and semantic…
PostgreSQL
Provides read-only access to PostgreSQL databases, enabling schema inspection and query execution.
Misata
Generate realistic multi-table test data with foreign keys that resolve and aggregates that reconcile, returned with an integrity check. Seeds Postgres, MySQL…
MCP Servers for Developers
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
SproutVideo MCP Server
# SproutVideo MCP Server [](https://opensource.org/licenses/ISC) [
nix-mcp-servers
nix-mcp-servers is a Nix flake that provides Nix packages for a variety of Model Context Protocol (MCP) servers. It allows users to run or install these…
Agentgate
<p align="center"> <h1 align="center">AgentGate</h1> <p align="center"> <strong>Human-in-the-loop approval system for AI agents.</strong><br> Agents request…
Sample Building Mcp Servers With Rust
This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants
Model Context Protocol Servers in Quarkus/Java
This project provides multiple Model Context Protocol (MCP) servers implemented in Java using the Quarkus MCP server framework. These servers extend the…
Superargs
Superargs is a middleware wrapper for MCP servers that allows setting up MCP server arguments during runtime instead of during initial setup. It acts as a…