Databases

Query and manage SQL and NoSQL databases from an agent. 698 entradas coincidentes en el registro de Forge — se muestran las 150 primeras.

• thedotmack/claude-memPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, com
• topoteretes/cogneeCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory acros
• wasp-lang/open-saasA 100% free modern JS SaaS boilerplate (React, NodeJS, Prisma). Full-featured: Auth (email, google, github, sl
• JoeanAmier/XHS-Downloader小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
• DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average r
• bytebase/dbhubZero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
• doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl
• benborla/mcp-server-mysqlA Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to
• timescale/pg-aiguideMCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better Post
• designcomputer/mysql_mcp_serverA Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
• Dataojitori/nocturne_memoryA lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and
• mongodb-js/mongodb-mcp-serverA Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
• mongodb-mcp-serverMongoDB Model Context Protocol Server
• @neondatabase/mcp-server-neonMCP server for interacting with Neon Management API and databases
• sanjay3290/ai-skillsCollection of agent skills for AI coding assistants
• eosho/langchain_data_agentNL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.
• AgentToolkit/altk-evolveSelf improving agents through iterations
• arpitnath/claude-capsule-kitA toolkit that makes Claude Code better at engineering — session memory, dependency analysis, large file navig
• hyperterse/hyperterseThe agentic server framework.
• database-sentinelMulti-backend database security auditor. Audits Supabase, Firebase (Firestore/RTDB/Storage/Functions/Remote Co
• redis/mcp-redis-cloudManage Redis Cloud database resources using natural language commands
• IntunoAI/intunoOpen platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent
• integrated-semantics/flexible-graphragFlexible GraphRAG: Python, LlamaIndex (LangChain also coming) Docker Compose: 8 Property Graph dbs, 3 RDF grap
• io-devel/rag-mcp-goA Go-based Open Source Universal Memory server that exposes a Model Context Protocol (MCP) interface for LLM c
• tantie100/pg-mcpRead-only MCP server for PostgreSQL. Single binary, no runtime dependencies.
• reyjesusq/sentinel-mcpAutonomous AI-powered cyber defense system using MCP, Gemini 2.0 Flash, Dynatrace observability and MongoDB. G
• davidromeo/tradeblocksOptions trading analytics — backtest stats, walk-forward analysis, Monte Carlo, risk metrics. Web dashboard at
• reaatech/a2a-reference-tsEnterprise-grade TypeScript implementation of Google's Agent-to-Agent (A2A) protocol with a bidirectional A2A
• ai.smithery/afgong-sqlite-mcp-serverExplore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
• ai.smithery/wgong-sqlite-mcp-serverExplore, query, and inspect SQLite databases with ease. List tables, preview results, and view det…
• capital.hove/read-only-local-mysql-mcp-serverMCP server for read-only MySQL database queries in Claude Desktop
• capital.hove/read-only-local-postgres-mcp-serverMCP server for read-only PostgreSQL database queries in Claude Desktop
• com.dataclawe/dataclawe-mcpAI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.
• com.dxtra/dxtra-radioRadio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts. 15+ countries.
• com.exploit-intel/eip-mcpReal-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs)
• com.nursinghomedatabase/mcpMCP server for US nursing facility search and ownership lookup (NursingHomeDatabase).
• io.github.CSOAI-ORG/database-universal-mcpdatabase-universal-mcp MCP server by MEOK AI Labs
• io.github.CSOAI-ORG/sql-builder-ai-mcpsql-builder-ai-mcp MCP server by MEOK AI Labs
• io.github.MuhDur/plsql-mcpPL/SQL Intelligence MCP server — live Oracle DB tools + offline analyze/lineage/SAST (unofficial).
• io.github.Souhar-dya/mcp-db-serverMCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.
• io.github.TharanaBope/sql-server-mcpSQL Server MCP with RAG capabilities for Windows (native ODBC support)
• io.github.Yash-0620/postgres-mcp-securedEnterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL injections.
• io.github.YawLabs/postgres-mcpPostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants
• io.github.YawLabs/redis-mcpRead-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA advisor
• io.github.aidancorrell/spark-sql-mcp-serverQuery Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
• io.github.alyiox/mcp-mssqlRead-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELECT, plans.
• io.github.andezdev/tokenlite-mysql-mcpA secure, efficient, and intelligent MySQL server for the Model Context Protocol
• io.github.bluwork/postgres-scout-mcpScout your PostgreSQL databases with AI - safety features, monitoring, and data quality
• io.github.cocaxcode/database-mcpMCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.
• io.github.coregentdevspace/sql-server-analyst-mcpRead-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.
• io.github.cybeleri/database-adminDatabase admin MCP: schema inspection, query optimization for PostgreSQL and MySQL
• io.github.daedalus/mcp-mysql-connectorMCP server exposing MySQL database functionalities as tools
• io.github.daedalus/mcp-redis-serverMCP server that exposes Redis API to AI models
• io.github.edelciomolina/postgres-mcpPostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.
• io.github.fadnavismehul/sql-previewRun governed SQL queries and inspect database schemas from MCP agents.
• io.github.googleapis/genai-toolboxMCP Toolbox for Databases enables your agent to connect to your database.
• io.github.googleapis/mcp-toolboxMCP Toolbox for Databases enables your agent to connect to your database.
• io.github.hyperpolymath/poly-db-mcpUnified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more
• io.github.isdaniel/pgtuner_mcpprovides AI-powered PostgreSQL performance tuning capabilities.
• io.github.itunified-io/postgresPostgreSQL MCP Server — 27 tools for queries, schema, CRUD, DBA, HA & server management
• io.github.martymarkenson/postgres-connectorMCP server for querying PostgreSQL databases
• io.github.mironovisa/datamcpConnect AI tools to your PostgreSQL with permissions, encryption, and audit trails.
• io.github.mongodb-js/mongodb-mcp-serverMongoDB Model Context Protocol Server
• io.github.musaddiq-dev/mysql-mcp-serverPython MCP server for MySQL database inspection and querying
• io.github.musaddiq-dev/postgresql-mcp-serverPython MCP server for PostgreSQL database inspection and querying
• io.github.neverinfamous/db-mcpSQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
• io.github.neverinfamous/mysql-mcpEnterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment
• io.github.neverinfamous/postgres-mcpPostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering
• io.github.neverinfamous/postgres-mcp-serverEnterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations
• io.github.neverinfamous/sqlite-mcp-serverSQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
• io.github.ofershap/sqliteSQLite MCP — query databases, inspect schemas, explain queries, export data.
• io.github.okyalos76/inutriplan-mcpMCP server exposing supplements database used by iNutriPlan.com
• io.github.pgEdge/postgres-mcpEnterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
• io.github.rog0x/databaseSQL formatting, schema visualization, migration generation
• io.github.rosch100/mcp-encrypted-sqliteMCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more
• io.github.rosch100/mcp-sqliteMCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support
• io.github.snss10/dbeastPostgreSQL MCP server for schema, query, health, security, and performance analysis.
• io.github.spences10/mcp-sqlite-toolsMCP server for local SQLite database operations
• io.github.spshkar84/madb-memoryPersistent causal memory for AI agents — semantic recall, causal chains, skills.
• io.github.tkmawarire/sql-sentinelSQL Server monitoring and diagnostics for AI agents using Extended Events. No ODBC drivers required.
• io.github.unmateria/msaccess-databaseRead and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.
• io.github.wmeireles/migraflow-mcpAI-powered database migration. Analyze schemas, generate SQL, calculate risks.
• org.string-db/string-mcpQuery STRING interactions, enrichment, annotations, homology, and PPI networks.
• @benborla29/mcp-server-mysqlMCP server for interacting with MySQL databases with write operations support
• enhanced-postgres-mcp-serverEnhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgre
• user-postgresql-mcpA PostgreSQL MCP server built with @modelcontextprotocol/sdk.
• database-migrationUse when changing review re-RAG schema, repositories, migrations, or PostgreSQL integration behavior.
• database-skillConfigure and operate TinyDB for JSON-based document storage. Use when setting up databases, creating queries,
• sql-translationGuide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-t
• postgresqlModels relational data, writes optimized queries, and manages PostgreSQL databases with indexes, views, and CT
• sql-query-generationGenerate SQL queries from natural-language requirements using SELECT, JOIN, GROUP BY, window functions, CTEs,
• database-backupCreate, schedule, and verify database backups with support for full, incremental, and point-in-time recovery s
• seb1n-database-migrationCreate, execute, and roll back versioned database schema migrations using tools like Alembic, Prisma Migrate,
• database-schema-designDesigns normalized database schemas with migration scripts, indexing strategies, and relationship handling. Su
• database-seedingPopulate databases with realistic, reproducible test data for development, testing, and staging environments.
• database-query-optimizationWhen addressing slow application endpoints, high database CPU usage, or standardizing data access patterns.
• sql-query-optimizerReviews SQL queries for performance issues and rewrites them with optimized execution plans.
• database-schema-designerDesign relational database schemas from requirements and generate migrations, TypeScript/Python types, seed da
• bilal140202-postgresqlDesign a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pat
• postgresql-table-designDesign a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pat
• postgres-optimizationPostgreSQL optimization including indexes, query plans, partitioning, JSONB operations, and connection pooling
• database-designDatabase design and optimization skill covering ER diagrams, normalization, indexing, sharding, query optimiza
• kunanonj-postgresqlDesign a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pat
• sql-optimization-patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database perf
• sql-optimizerAnalyzes SQL queries for missing indexes, N+1 patterns, suboptimal joins, and full table scans. Interprets EXP
• sql-schema-designerDesigns normalized relational database schemas with primary/foreign keys, constraints, indexes, and deliberate
• database-architectDesigns relational and NoSQL database schemas, indexing strategies, migration plans, and data modeling pattern
• mysql-patternsMySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for producti
• redis-patternsClaude Code 中文增强 — Skills / Rules / Prompts 开箱即用
• postgresql-expertDesign, tune, migrate, and operate PostgreSQL databases. Use for psql, schema design, indexing, EXPLAIN ANALYZ
• sql-query-expertWrites, optimizes, debugs, and explains SQL queries across PostgreSQL, MySQL, SQLite, and SQL Server. Handles
• database-debuggerA curated open-source library of reusable SKILL.md files for Claude. Learn, use, and build powerful AI skills
• shubhranshu03-database-schema-reviewerA curated open-source library of reusable SKILL.md files for Claude. Learn, use, and build powerful AI skills
• postgres-tuningIndex selection, EXPLAIN reading and lock diagnosis for PostgreSQL: which scan the planner chose and why, when
• sql-analyticsWindow functions, grain discipline and the join that silently fans out rows — with the row count checked befor
• database-and-backend-logicWork with database schemas, migrations, queries, backend routes/server actions, seed data, and data models. Us
• review-sql-jpaReview a pull request for inefficient SQL and JPA/Hibernate usage — N+1 queries, missing pagination, over-fetc
• working-with-postgres-databasesDesigns schemas, writes queries, and diagnoses performance for PostgreSQL databases - with real measured numbe
• mysqlProduction-ready AI coding skills for APIs. Installable skills for Claude Code, Cursor, Codex CLI, Gemini CLI,
• fazee6-sys-postgresqlUse when administering PostgreSQL - psql, roles/grants, pg_dump/pg_restore, EXPLAIN, vacuum/analyze, replicati
• sql-optimizationSQL 优化与调优
• mongodbMongoDB document database with aggregation pipeline and Atlas. Use for document storage.
• stevenke1981-postgresqlPostgreSQL 数据库管理
• redisProduction-ready AI coding skills for APIs. Installable skills for Claude Code, Cursor, Codex CLI, Gemini CLI,
• sql-accuracy-safety-cost-debugabilityReview or generate SQL for analytics work with a strong default posture on correctness, safety, cost, and debu
• sql-generation-time-guardrailsImprove SQL generation for Glean warehouse queries involving time filters, partition columns, and timestamp ma
• sql-from-questionUse when the user asks a question in plain English that requires querying a known database. Triggers when the
• database-optimizerOptimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigatin
• postgres-proUse when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. I
• sql-proOptimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks wh
• database-operationsCovers the operational discipline of running databases in production — connection pooling and exhaustion, onli
• claimable-postgresProvision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup
• neon-postgres-branchesChoose and create the right Neon branch type for testing and development. Use when users ask about Neon branch
• neon-postgres-egress-optimizerDiagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions hig
• neon-postgresGuides and best practices for working with Neon Serverless Postgres. Covers setup, connection methods, branchi
• database-queriesUse this skill when writing or modifying database access code. Enforces Prisma-only access, explicit column se
• spring-data-redisUse when implementing caching, session storage, rate limiting, or any Redis integration. Covers cache-aside pa
• database-lookupUse when the user wants structured information from public scientific, biomedical, regulatory, materials, or e
• golang-databaseComprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transac
• design-postgres-tablesUse this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables
• ghost-databaseUse this skill for persistent PostgreSQL storage in agent workflows — spin up databases on demand, test schema
• migrate-postgres-tables-to-hypertablesUse this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal confi
• postgres-database-migrationUse this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when work
• postgres-hybrid-text-searchUse this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reci
• postgresExecute queries on the Postgres database. Use this skill DIRECTLY whenever the user asks anything about databa
• mongodb-atlas-stream-processingManages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink conn
• mongodb-connectionOptimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language
• mongodb-mcp-setupGuide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP
• mongodb-natural-language-queryingGenerate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection sch
• mongodb-query-optimizerHelp with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance