VEKTOR Slipstream
[VEKTOR Memory] (https://vektormemory.com) - Local-first persistent memory for AI agents. SQLite-vec, 4-layer associative graph, 8ms recall, 34 tools. No cloud.
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Query Streams MCP
Query Streams securely connects MCP clients to live databases through the Query Streams Cloud Network, with no VPNs, inbound ports, or complex setup.
Srclight
Deep code indexing for AI agents — 25 MCP tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces…
StackQL MCP Server
Exposes cloud provider control and data planes to agents as self-describing, queryable and mutable data sources using SQL, minimising tool surface and token…
BigQuery
Access and cache Google Cloud BigQuery metadata.
cowork-semantic-search
Local semantic search over documents (txt, md, pdf, docx, pptx, csv). Fully offline, multilingual, hybrid vector + keyword search via LanceDB. No API keys, no…
Epsilla
Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data.
Octonet Mcp
1 MCP server, 13 databases, zero config. Connect AI agents to PostgreSQL, MySQL, MongoDB, SQLite, Oracle, SQL Server, DB2, SAP HANA, MariaDB, CockroachDB…
RAG MCP Server（RAGDB)
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
🌩️ Databases Storm - Unified Database Management System
🌩️ Unified Database Management System - MCP server for orchestrating Supabase and multiple databases
Alkemi Mcp
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks and other sources, with your MCP Client.
BigQuery-Read-Only-MCP-Server
A secure, self-hosted Model Context Protocol (MCP) server for Google BigQuery. Hard table allowlists, per-query scan ceilings, built-in rate limiting, and…
Sail MCP Server for Spark SQL
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
dbt
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata…
Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
LSD SQL
Enables querqying and analyzing web content using LSD SQL, a DSL for extracting structured data from websites in real-time.
Coolify MCP Server
# Coolify MCP Server <img src="graphics/CoolifyMCP.png" width="256" alt="Coolify MCP Logo" /> A Model Context Protocol (MCP) server providing full coverage of…
dbt-docs
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt…
Run402
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static sites. Pay with x402 USDC on Base. No signups.
mcp-turso
🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to…
MCP server for kintone サンプル
MCP server for kintone サンプル (Unofficial) https://www.r3it.com/blog/kintone-mcp-server-20250115-yamauchi…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Elasticsearch MCP Server
Elasticsearch MCP Server is an MCP (Model Context Protocol) server that provides tools and resources to interact with Elasticsearch clusters. It is designed…