Tools
Browse everything AgentGraph has indexed (773 active tools).
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.
Database querying & management- Memory VaultMCP
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
Database querying & managementSecurity & secrets management Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, archive SQL, Rosetta.
Database querying & management- oraclemcpMCP
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
Database querying & management Deterministic SQL formatting across 19 dialects (postgres, mysql, snowflake, bigquery, etc.).
Database querying & managementRedis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics
Database querying & managementMonitoring & observabilitySemantic document memory using Redis vector store. Save and recall files with natural language.
Database querying & managementDocument & PDF processingEphemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
Database querying & managementStandalone Postgres MCP server — schema-aware, read-only by default, installable everywhere.
Database querying & managementManaged database, auth, file storage, email, analytics, and deployment for coding agents.
Cloud & infrastructure managementDatabase querying & managementEmailMCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis
Database querying & managementPersistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.
Database querying & managementExtract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle.
Database querying & management- sql-stewardMCP
The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.
Database querying & management - Titen MemoryMCP
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
Cloud & infrastructure managementDatabase querying & management MCP server for RPG Maker MZ: maps, tile painting, events, database editing, and validation.
Database querying & managementMaps & locationMCP server for Postgres/MySQL/Redshift/SQL Server over SSH/SSM tunnels with secret providers.
Database querying & managementMCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants.
Database querying & managementEmail- SAP HANA CLIMCP
150+ SAP HANA database tools as MCP tools for AI assistants
Database querying & management - rmbrMCP
Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
Database querying & management