2,205 published MCP servers in this category · page 15 of 37 · all categories
Your agent starts every session blank, so you keep a CLAUDE.md. It only grows. Six months in it still names the database you migrated off last spring, and now the agent gets both answers.
A basic implementation of persistent memory using a local knowledge graph powered by Kuzu embedded graph database.
A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.
__The documents provided in this example are dummy guidelines. They are not real and serve the purpose to demonstrate that knowledge can be extracted from Neo4J.__
A Model Context Protocol (MCP) server for managing and querying knowledge bases through vector databases, built on top of the dynamic-mcp-server (DMS) framework.
Knowledge marketplace where AI agents autonomously buy human expertise via Solana
Code indexing for better AI code generation
Kolada (RKA) MCP — Sweden's municipal & regional key-performance-indicator (KPI) database.
`kom` 是一个用于 Kubernetes 操作的工具，相当于SDK级的kubectl、client-go的使用封装。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源。这个项目支持多种 Kubernetes
Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.
Record a flow through your app, check it after every change, and attack a copy of your database.
Kuzu MCP server implementation
MCP tool for distributed graph memory bank storage in KuzuDB for coding agents
KWDB MCP Server
Query your data warehouse from Claude Code, Cursor, and any MCP-compatible client.
Read your Iceberg tables hosted in Europe: find tables, run read-only SQL, view photos.
MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
This project is licensed under the MIT License. See the LICENSE file for details.
MCP server for interacting with LanceDB database
LangGraph implementation interacting with a PostgreSQL MCP Server
A security audit MCP server for Laravel projects — built with TypeScript and stdio transport.
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
Your AI agent doesn't know what's broken in production. This fixes that.
Postgres, Redis, CouchDB, NATS, your app and its sign-in on one dedicated machine, one flat price.
Deploy a repo to a live app from chat: servers, Postgres, domain, email, Stripe, security scan.
B2B contact database for AI agents: search, count, export and enrich 375M+ contacts.
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
MCP server for student learning workflow with SQLite database. Each instance serves one student — deploy a separate instance per child for isolated
An open-source MCP (Model Context Protocol) server that enables AI agents to record and retrieve learning activities through xAPI-compliant Learning
An MCP server with MongoDB integration
LeetCode problem database: list problems by difficulty, search by title.
Connect Claude Desktop (or any MCP-compatible AI client) to your PostgreSQL, SQL Server, or Oracle database and let the AI inspect schemas, read
A server that helps people access and query data in databases using the Legion Query Runner with integration of the Model Context Protocol (MCP) Python SDK.
legislation.gov.uk MCP — the UK's official legislation database.
A Model Context Protocol (MCP) server that gives AI assistants access to LenderWiki's database of 13,000+ US consumer lenders. Search, compare, and analyze personal loan providers with real data on…
Opera & classical music event schedule remote MCP. Also available as a web app at leporello.app.
Self-hosted MCP server for Claude.ai. Give Claude direct access to AWS, SSH, local shell, GitHub, PostgreSQL and PM2 — without Claude Code
Persistent memory for AI coding agents: one Rust binary, one local SQLite database.
Every Level RMM endpoint, plus a local SQLite fleet store and offline cross-entity rollups no Level
Cross-platform tools for creating, managing, and querying modular RAG-ready libraries
LibraryAI includes a .NET console MCP server that searches a local vector database through a configured embedding endpoint.
Finds the dependencies whose licence changed under you - Terraform 1.6+ BUSL, Redis 7.4+ SSPL, Bitna
A Model Context Protocol (MCP) server for comprehensive software lifecycle management. This server provides structured tracking of requirements
Local-first, lightweight issue tracker. Single binary, SQLite-backed, MCP-native.
Governed access to production AI-agent traces in an existing ClickHouse store.
A Model Context Protocol (MCP) server that gives Claude access to the Limadata API — enrich people and companies, find emails and phones, prospect leads, monitor Professional Network changes, and…
:heavy_exclamation_mark: This project builds a local, read-only MCP server. For fully remote MCP access, check out the first managed MCP platform
Local-first agent memory MCP — cross-agent brain with drift detection, 6-layer structured memory + token-saving file diff cache
An MCP (Model Context Protocol) server that connects your AI Assistant or Agent to your Linode cloud infrastructure allowing you to manage your cloud resources through natural conversation. Built…
Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB.
Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.
Ground Truth for AI Coding Agents. LintBase gives AI agents real-time knowledge of your database schema, security rules, and architecture so they stop hallucinating your codebase.
Convert natural language into validated Liquibase XML or SQL changesets. 19 tools, 12 databases.
Connect your agent to any HTTP API on the fly — discover, map, and fetch typed data.
Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.
MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.
Local MCP server for LiveJournal journals. It uses the legacy LiveJournal XML-RPC API to read entries, read comments, post to your own journal, and build a local SQLite cache for search.
Japan's largest live house show database: search shows, artists, and venues
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
A Model Context Protocol (MCP) server that provides local vector database functionality using FAISS for Retrieval-Augmented Generation (RAG) applications.