Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| io.github.enessari/metabase-ai-assistant MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL | TypeScript | — | — |
| io.github.gauravfs-14/lit-mcp MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs. | Python | — | — |
| io.github.gersonfreire/simpliq-server Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping | Python | — | — |
| io.github.gluip/chart-canvas Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON) | TypeScript | — | — |
| io.github.GreptimeTeam/greptimedb-mcp-server Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries. | Python | — | — |
| io.github.HeshamFS/mcp-tool-factory Generate MCP servers from natural language, OpenAPI specs, or database schemas. | TypeScript | — | — |
| io.github.houtini-ai/seo-crawler-mcp Crawl and analyse websites for SEO errors using Crawlee with SQLite storage | TypeScript | — | — |
| io.github.InstaNode-dev/mcp Provision Postgres databases + webhooks from AI coding agents in one HTTP call. | TypeScript | — | — |
| io.github.jamjet-labs/engram-server Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres. | — | — | — |
| io.github.kiki830621/che-apple-mail-mcp Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops | — | — | — |
| io.github.kubeshark/mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS. | — | — | — |
| io.github.kurovu146/memory-fts Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking | TypeScript | — | — |
| io.github.marin1321/mcp-devtools MCP server giving AI agents safe access to filesystem, databases, processes, and APIs. | TypeScript | — | — |
| io.github.martymarkenson/postgres-connector MCP server for querying PostgreSQL databases | TypeScript | — | — |
| io.github.mickelsamuel/migrationpilot 83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix. | TypeScript | — | — |
| io.github.microqueryhq/microquery-mcp SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config. | Python | — | — |
| io.github.mkpvishnu/terminal-mcp MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps | Python | — | — |
| io.github.NeerajG03/vector-memory Semantic document memory using Redis vector store. Save and recall files with natural language. | Python | — | — |
| io.github.neverinfamous/mysql-mcp Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment | — | — | — |
| io.github.nikitacometa/mnemon-mcp Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-cloud. | TypeScript | — | — |
| io.github.ofershap/sqlite SQLite MCP — query databases, inspect schemas, explain queries, export data. | TypeScript | — | — |
| io.github.Optisol-Business/db-metadata-extractor-mcp Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle. | Python | — | — |
| io.github.pgEdge/postgres-mcp Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI | — | — | — |
| io.github.ralfbecher/orionbelt-analytics Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation | Python | — | — |
| io.github.ralfbecher/orionbelt-semantic-layer API-first semantic layer MCP server compiling YAML models into dialect-specific SQL | Python | — | — |