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Best database MCP servers & AI agents

419 listed, ranked by reputation — showing the top 100. Semantic search available via the find_agent MCP tool.

io.github.googleapis/genai-toolbox★ 5.0MCP Toolbox for Databases enables your agent to connect to your database.
io.github.googleapis/mcp-toolbox★ 5.0MCP Toolbox for Databases enables your agent to connect to your database.
io.github.t8y2/dbx★ 5.0Query databases from AI agents using connections configured in DBX.
io.github.bytebase/dbhub★ 4.4Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
io.github.timescale/pg-aiguide★ 4.1Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
io.github.mongodb-js/mongodb-mcp-server★ 3.8MongoDB Model Context Protocol Server
com.falkordb/QueryWeaver★ 3.8An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
com.arcadedb/mcp-server★ 3.8Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
io.github.ArcadeData/arcadedb★ 3.8Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.
io.github.neo4j-contrib/mcp-neo4j-aura-manager★ 3.7MCP server for Neo4j Aura Database Instance Manager.
io.github.neo4j-contrib/mcp-neo4j-cypher★ 3.7A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.
io.github.stackql/stackql-mcp★ 3.7SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
io.github.motherduckdb/mcp-server-motherduck★ 3.4SQL analytics and data engineering for AI Assistants and IDEs
io.github.domdomegg/airtable-mcp-server★ 3.3Read and write access to Airtable database schemas, tables, and records.
io.github.Snowflake-Labs/mcp★ 3.1MCP Server for Snowflake from Snowflake Labs
io.github.pgEdge/postgres-mcp★ 2.9Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
io.github.argon-lab/argon★ 2.8Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
io.github.awkoy/notion-mcp-server★ 2.8Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
io.github.keysersoft/anythingmcp★ 2.7Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.
io.github.timescale/tiger-cli★ 2.6Provides programmatic access to Tiger Cloud services, databases, and documentation.
io.github.tuannvm/mcp-trino★ 2.6MCP server for Trino distributed SQL query engine access
io.github.SAP-samples/hana-cli★ 2.5150+ SAP HANA database tools as MCP tools for AI assistants
com.keboola/mcp★ 2.4Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...
io.github.sqlsure/sqlsure★ 2.4Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
io.github.nubo-db/dynoxide★ 2.3DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.
io.github.ralfbecher/orionbelt-semantic-layer★ 2.3API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
ai.waystation/postgres★ 2.2Connect to your PostgreSQL database to query data and schemas.
ai.waystation/supabase★ 2.2Connect to your Supabase database to query data and schemas.
io.github.Ranork/remnus★ 2.2MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.
io.github.MihaiBuilds/memory-vault★ 2.2Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
io.github.bintocher/mcp-superset★ 2.1Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
io.prisma/mcp★ 2.1MCP server for managing Prisma Postgres.
io.github.enessari/metabase-ai-assistant★ 2.1MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
io.github.unmateria/msaccess-database★ 2.1Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.
io.github.ralfbecher/orionbelt-analytics★ 2.0Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation
com.dbtrail/dbtrail★ 2.0MySQL change tracking with instant row-level recovery and forensic attribution for compliance.
io.github.InsForge/insforge-mcp★ 1.9MCP server for InsForge BaaS — database, storage, edge functions, and deployments
io.github.nonatofabio/local-faiss-mcp★ 1.9Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
io.github.spranab/saga-mcp★ 1.9Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard
ai.haymon/dbmcp★ 1.9Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention
com.mcparmory/notion★ 1.8Create, update, and manage pages, databases, and workspace users
com.mcparmory/pinecone★ 1.8Create and manage vector database indexes, backups, and collections
io.github.GreptimeTeam/greptimedb-mcp-server★ 1.8Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.
io.aiven/mcp★ 1.8Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.
io.github.isdaniel/pgtuner_mcp★ 1.8provides AI-powered PostgreSQL performance tuning capabilities.
io.github.nicholasglazer/gnosis★ 1.8Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
io.github.verygoodplugins/mcp-local-wp★ 1.8WordPress database access via Local by Flywheel. Execute read-only MySQL queries and inspect schema.
io.github.Bumblebiber/hmem-mcp★ 1.6Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
io.github.Perseus-Computing-LLC/perseus-vault★ 1.6Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.
io.github.sgx-labs/same★ 1.6Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
io.github.spences10/mcp-sqlite-tools★ 1.6MCP server for local SQLite database operations
io.github.jamjet-labs/engram-server★ 1.6Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.
io.github.Souhar-dya/mcp-db-server★ 1.6MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.
io.github.amol21p/interactive-terminal★ 1.6MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
io.github.sebbsssss/clude★ 1.6Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
io.github.houtini-ai/seo-crawler-mcp★ 1.5Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
io.github.marcorusc/NeKo★ 1.5MCP server for biological network construction and analysis using pathway databases
io.github.bolnet/memwright★ 1.5Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
io.github.Sidd27/infrawise★ 1.5Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
io.github.neverinfamous/sqlite-mcp-server★ 1.4SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
io.github.meloncafe/chromadb-remote-mcp★ 1.4Remote ChromaDB vector database MCP server with streamable HTTP transport
io.github.Combjellyshen/zotero-bridge★ 1.3MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
io.github.neverinfamous/db-mcp★ 1.3SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
io.github.schemacrawler/schemacrawler-ai★ 1.3Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
io.github.Servosity/atera-mcp★ 1.3Every Atera RMM + PSA endpoint, plus a local SQLite mirror that answers fleet-health, SLA, and
io.github.Servosity/autotask-mcp★ 1.3Every Autotask entity at the command line, plus a local SQLite mirror that answers ticket-aging
io.github.Servosity/betterstack-mcp★ 1.3Every Better Stack Uptime feature, plus an offline SQLite mirror and cross-resource fleet analytics
io.github.Servosity/cipp-mcp★ 1.3First single-binary CLI for CIPP - offline SQLite store, fleet posture analytics, and
io.github.Servosity/connectwise-automate-mcp★ 1.3Sync your ConnectWise Automate fleet to local SQLite and answer cross-client RMM questions offline.
io.github.Servosity/datto-bcdr-mcp★ 1.3Sync your whole Datto BCDR fleet into local SQLite and answer the questions the per-appliance
io.github.Servosity/datto-rmm-mcp★ 1.3Every Datto RMM API operation, plus a local SQLite fleet store and fleet-wide analytics no other
io.github.Servosity/domotz-mcp★ 1.3Every Domotz endpoint, plus a local SQLite fleet mirror that answers cross-site questions.
io.github.Servosity/hudu-mcp★ 1.3Every Hudu cmdlet, plus an offline SQLite mirror, cross-entity audits, and agent-native output no
io.github.Servosity/huntress-mcp★ 1.3Every Huntress endpoint, plus a local SQLite mirror that delivers fleet-wide incident, coverage
io.github.Servosity/itglue-mcp★ 1.3Every IT Glue resource, plus an offline SQLite mirror, fleet-wide cross-resource search, and
io.github.Servosity/knowbe4-mcp★ 1.3Every KnowBe4 KMSAT reporting feature plus a local SQLite store that answers the cross-client
io.github.Servosity/levelio-mcp★ 1.3Every Level RMM endpoint, plus a local SQLite fleet store and offline cross-entity rollups no Level
io.github.Servosity/pipedrive-mcp★ 1.3Full Pipedrive CRUD plus a local SQLite pipeline copy: stale deals, forecasts, aging, dupes, rep
io.github.Servosity/quickbooks-mcp★ 1.3Every QuickBooks Online Accounting entity, plus an offline SQLite mirror and AR/AP aging.
io.github.Servosity/rootly-mcp★ 1.3Every Rootly incident, alert, and on-call object as a typed command - plus a local SQLite mirror
io.github.Servosity/runzero-mcp★ 1.3Every runZero query, plus a local SQLite copy of your whole attack surface that diffs over time
io.github.Servosity/sentinelone-mcp★ 1.3Every SentinelOne v2.1 management endpoint, plus an offline SQLite store and cross-entity analytics
io.github.Servosity/sherweb-mcp★ 1.3Every Sherweb Partner API capability, plus a local SQLite store, offline analytics, and
io.github.Servosity/superops-mcp★ 1.3Every SuperOps PSA+RMM entity in your terminal, plus a local SQLite mirror that answers
io.github.Servosity/syncro-mcp★ 1.3Every Syncro PSA and RMM workflow in your terminal, plus a local database, offline search, and
io.github.Servosity/tactical-rmm-mcp★ 1.3Every Tactical RMM endpoint as a typed command, plus an offline SQLite mirror and cross-entity
io.github.Servosity/veeam-mcp★ 1.3Sync Veeam Service Provider Console tenants to local SQLite; cross-company backup answers offline.
io.github.Servosity/xero-mcp★ 1.3Every Xero Accounting read plus a local SQLite ledger - aging, reconciliation, and GL tie-out
io.github.SnowLeopard-AI/bigquery-mcp★ 1.3A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
io.github.snss10/dbeast★ 1.3PostgreSQL MCP server for schema, query, health, security, and performance analysis.
io.github.Arun-kc/schemabrain★ 1.3The trust and intelligence layer between AI agents and your database.
io.github.studiomeyer-io/local-memory-mcp★ 1.3Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
io.github.mkpvishnu/terminal-mcp★ 1.2MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps
io.github.neverinfamous/postgres-mcp★ 1.2PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering
io.github.neverinfamous/postgres-mcp-server★ 1.2Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations
io.github.tribal-memory/tribal★ 1.2Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.
io.github.umitkavala/mindpm★ 1.2Persistent project memory for LLMs via SQLite. Never re-explain your project again.
town.val/mcp★ 1.2Deploy serverless TypeScript on Val Town: HTTP vals, cron, SQLite, email, OAuth.
ai.smithery/MisterSandFR-supabase-mcp-selfhosted★ 1.1Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Moni…
capital.hove/read-only-local-mysql-mcp-server★ 1.1MCP server for read-only MySQL database queries in Claude Desktop

Agent Hub — the discovery & reputation layer for autonomous AI agents. Connect over MCP: { "mcpServers": { "agent-hub": { "type": "http", "url": "https://agentreputation.dev/api/mcp" } } }