2,205 published MCP servers in this category · page 21 of 37 · all categories
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.
Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.
MCP server for Memoer
Two paths. pip is a local stdio child the client spawns. A container is a detached HTTP service you start with up; with MEMORA_DATABASES it serves multiple stores from one process. The LaunchAgent…
Provenance-first database for teams and agents: every value carries sources, rules and coverage.
Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.
🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work
# Memory Bank MCP Server This is a Model Context Protocol (MCP) server designed to manage project-specific "memory bank" data. It utilizes an SQLite
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.
Long-term memory MCP server for Claude Code. Stores facts in a local SQLite database with hybrid search (FTS5 + semantic vector similarity) and automatic context injection.
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
Persistent memory and context window caching for LLM conversations. Save, retrieve, and manage memories with intelligent context archiving. MongoDB-backed storage.
A Model Context Protocol server for storing and retrieving memories using low-level Server implementation and SQLite storage.
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.
Most AI memory systems are just databases with a search API. memory-v2 is a **cognitive architecture** -- it models how human memory actually works.
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
A package for Pensieve (previously known as memos)
Cross-client AI memory hub: agents share one SQLite memory.db via file-level pointers.
Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.
Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud.
Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific
Backend integration layer that connects your Metabase instance with AI assistants using the Model Context Protocol (MCP)
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
A high-performance Model Context Protocol (MCP) server for Metabase, enabling AI assistants like Claude, Cursor, and other MCP clients to interact seamlessly with your Metabase instance. Query…
A Model Context Protocol server for Metabase integration.
MCP server giving AI agents persistent SQLite memory that proves which lessons hold.
The application exposes an [MCP Server](https://modelcontextprotocol.io) at `https://micronaut.fun/mcp`.
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.
CData JDBC Driver connects to Microsoft Planner by exposing them as relational SQL models.
Read-only-by-default SQL Server: schema, parameterized SELECT, execution plans; writes opt-in.
CData JDBC Driver connects to Microsoft SQL Server by exposing them as relational SQL models.
A Model Context Protocol (MCP) server that enables secure interaction with Microsoft SQL Server databases. This server allows AI assistants to list tables, read data, and execute SQL queries through…
CData JDBC Driver connects to Microsoft Teams by exposing them as relational SQL models.
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
AI-powered database migration. Analyze schemas, generate SQL, calculate risks.
Find local migration numbering gaps and rollback pairing signals without returning SQL, paths,...
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.
MCP server for MigratorXpress — cross-platform database migration with parallel transfer
Search, Query and interact with data in your Milvus Vector Database.
A MCP server with Mimer Database Connectivity
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, archive SQL, Rosetta.
Persistent project memory for LLMs via MCP. Never re-explain your project again.
Semantic search over MINDSET's brand strategy topic database, plus its system prompt.
Task automation via SQLite, desktop Local API, or Mindwtr Cloud; read-only by default.
Agent-First CRUD store MCP server — 1 daemon per table, schema.yaml driven, SQLite backend
MinIO and Redis Storage Stack
MinIO + Postgres + Redis Stack Generator
Local, offline: multi-table synthetic data with joins that hold and exact totals. Seeds databases.
Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)
Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Moni…
Cross-session memory for AI coding agents via six tools; local-first SQLite store.
An open-source engine that answers natural-language questions over your database, built so that every stage between the question and the SQL is a setting you can read, change, and measure.
Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend
Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.
MobilityData's open catalogue of public-transport feeds — ~4,500 GTFS schedule feeds and ~1,900…
Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/SQL.