Databases

Query and manage SQL and NoSQL databases from an agent. 984 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
• io.github.googleapis/mcp-toolboxMCP Toolbox for Databases enables your agent to connect to your database.
• io.github.googleapis/genai-toolboxMCP Toolbox for Databases enables your agent to connect to your database.
• 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
• socraticodeSocratiCode — MCP server for local codebase indexing, semantic search, and code dependency graphs. All private
• 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
• 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.
• @stackql/mcp-serverStackQL MCP server - SQL-native query and provisioning engine for cloud infrastructure, served over MCP. Downl
• @neondatabase/mcp-server-neonMCP server for interacting with Neon Management API and databases
• @yawlabs/postgres-mcpPostgreSQL MCP server, read-only by default: query, schema introspection, EXPLAIN plans, index advisor, and DB
• 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.
• agents-party/party — the skill that lets your agent sessions talk to each other. Claude Code, Cursor, Codex or any other a
• io.github.pgEdge/postgres-mcpEnterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
• obsidian-hybrid-search[](https://www.npmjs.com/package/obsidian-h
• nodedexNodeDex — your project's decision history, for AI agents (MCP server): decisions with their why, dead-ends wit
• @dat999zx/knowlPersistent memory for Claude Code, Cursor and Codex. Facts are typed, sourced, and retired when they change. L
• @knowall-ai/reverieReverie — graph memory that dreams. Graph-based memory system for AI agents. Store people, places, organizatio
• AgentToolkit/altk-evolveSelf improving agents through iterations
• @mycobrain/mcp-serverSelf-hosted memory layer for AI agents — MCP server backed by Postgres + pgvector + knowledge graph
• arpitnath/claude-capsule-kitA toolkit that makes Claude Code better at engineering — session memory, dependency analysis, large file navig
• creditkarma-mcpMCP server for Credit Karma — natural-language access to your transactions, spending, and accounts
• hyperterse/hyperterseThe agentic server framework.
• @ekwo-ai/mcpMCP server for Ekwo OS: let an AI agent work on the books, under the user's own row level security.
• @2nd1st/open-mcp-appsPersistent, interactive MCP Apps for any MCP host: the AI builds an app once, you both reuse it — data outlive
• @dinglebear/cortexSelf-hosted log aggregation and investigation for homelabs: syslog, Docker, OTLP, and AI transcripts in SQLite
• @shahid.la/cds-db-nlquery-mcpMCP server for natural language queries against CDS db-layer entities. Targets raw db/schema.cds entities via
• @bu7umaid/chamberAsk questions about your own notes and get answers that cite their sources — then get told when a source chang
• migrationpilotKnow exactly what your PostgreSQL migration will do to production — before you merge.
• sellbaseAdd commerce to any app your AI builds: `npx sellbase init`.
• mcp-msaccess-databaseRead and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.
• io.github.unmateria/msaccess-databaseRead and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.
• quicken-mac-mcpMCP server providing read-only access to Quicken For Mac financial data via Claude
• memory-industryPersistent memory MCP server (MemoryIndustry) — self-growing knowledge graph that works without MCP sampling,
• @4da/mcp-serverDependency intelligence for AI coding agents. Live CVE scanning, dependency health, upgrade planning, ecosyste
• 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
• cuba-memorysPersistent memory MCP server (v0.18) — self-growing knowledge graph that works without MCP sampling, poisoning
• dev-error-explainersPaste an error, get a deterministic explanation and the fix. Offline, zero-dependency explainers for CORS, ESM
• @dbconvert/stream-mcpRead-only SQL across PostgreSQL, MySQL, S3 buckets and local data files — one query can join across all of the
• io.github.isdaniel/pgtuner_mcpprovides AI-powered PostgreSQL performance tuning capabilities.
• @jarroba/mcpMCP server (stdio, local) exposing 120 deterministic tools from Jarroba Tools, reusing the same code as the we
• @forkbit/mcpOfficial Model Context Protocol server for the Forkbit API.
• postgres-mcp-hardenedRead-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
• @dockndevai/mcp-clickhouseModel Context Protocol server for ClickHouse — query and manage databases with SQL-classification-based securi
• @dockndevai/mcp-percona-pgModel Context Protocol server for the Percona Operator for PostgreSQL — manage PostgreSQL + PgBouncer clusters
• midplaneSafe-by-default SQL guardrails for AI agents. MCP server for Postgres over stdio + Streamable HTTP: parses eve
• @2hemi/backendgen-mcpLocal, token-conscious MCP server for the BackendGen backend compiler.
• @seatable/mcp-seatableMCP server for SeaTable — read, write, search, link, and query data in your bases
• tokentraceLocal-first dashboard for AI CLI token, cost, and session analytics.
• io.github.Souhar-dya/mcp-db-serverMCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.
• io.github.spences10/mcp-sqlite-toolsMCP server for local SQLite database operations
• mcp-postgres-serverMCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.
• neuromcpSemantic memory for AI agents — local-first MCP server with hybrid search, governance, and consolidation
• bhived-mcpBhived MCP Server — shared knowledge graph for AI agents. Query, write, and inspect collective AI knowledge th
• @infino-ai/mcp-serverMCP server for Infino — keyword, semantic, hybrid, and SQL retrieval for AI agents: RAG, persistent agent memo
• aifp-mcpAiFP Cognitive Memory — persistent memory MCP server for AI assistants. Chinese-first retrieval with causal ch
• @yawlabs/redis-mcpRedis and Valkey MCP server, read-only by default: SCAN key exploration, TTL/memory inspection, slowlog, healt
• 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/db-mcpSQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
• @marcelo-ochoa/server-oracleAn MCP server for Oracle databases.
• io.github.neverinfamous/mysql-mcpEnterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment
• @avi-total-recall/total-recallPortable MCP server giving AI agents persistent, verified, cross-session memory
• io.github.alyiox/mcp-mssqlRead-only-by-default SQL Server: schema, parameterized SELECT, execution plans; writes opt-in.
• io.github.snss10/dbeastPostgreSQL MCP server for schema, query, health, security, and performance analysis.
• @metaengine/mcp-serverMCP tools for code generation from compact JSON recipes, type graphs, and OpenAPI, GraphQL, Protobuf, or SQL s
• capital.hove/read-only-local-mysql-mcp-serverMCP server for read-only MySQL database queries in Claude Desktop
• @abhishekmcp/sqlMCP server for SQL databases — read-only querying and schema introspection over Postgres and SQLite, with a ga
• @mrfentmen/meilisearch-mcpMCP server for MeiliSearch. Search indexes, manage documents, check health and stats.
• tabedata-mcpJapanese food nutrition for AI assistants. Bilingual JP/EN lookups across konbini, restaurant chains, grocery
• @asanabrial/leteoLocal-first persistent memory for AI coding agents — one binary over one SQLite database
• @mukundakatta/sqlfmt-mcpMCP server for deterministic SQL formatting. 16 dialects (Postgres, MySQL, BigQuery, Snowflake, Redshift, etc.
• IntunoAI/intunoOpen platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent
• io.github.edelciomolina/postgres-mcpPostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.
• io.github.tkmawarire/sql-sentinelSQL Server monitoring and diagnostics for AI agents using Extended Events. No ODBC drivers required.
• org.string-db/string-mcpQuery STRING interactions, enrichment, annotations, homology, and PPI networks.
• @infoinlet/mcp-redisRead-only Redis access for AI agents — get/scan/inspect keys, hashes, lists, sets, sorted sets, streams; serve
• @infoinlet/mcp-postgres-nl-queryRLS/tenant-aware Postgres access for AI agents — list/describe schema, run read-only SQL, and NL→SQL with safe
• @hbarefoot/engramPersistent memory for AI agents. SQLite for agent state.
• @infoinlet/mcp-mongodbRead-only MongoDB access for AI agents — find, aggregate (write stages blocked), count, list collections, stat
• @infoinlet/mcp-mysqlRead-only MySQL/MariaDB access for AI agents — query, list/describe tables, health. Read-only by default (stat
• @levnikolaevich/hex-research-mcpMarkdown-first research hypothesis graph MCP server for goals, hypotheses, run manifests, task links, sources,
• dingdawg-data-agentGovernance receipts for AI agents — data analysis with query optimization, anomaly detection, pipeline monitor
• @marcelo-ochoa/server-postgresAn MCP server for PostgreSQL databases.
• @marcelo-ochoa/server-mysqlAn MCP server for MySQL databases.
• io.github.ofershap/sqliteSQLite MCP — query databases, inspect schemas, explain queries, export data.
• @matihlabs/mcpMatih MCP client toolkit — connect AI clients (Claude Desktop, ChatGPT, Cursor) to the Matih data platform ove
• capital.hove/read-only-local-postgres-mcp-serverMCP server for read-only PostgreSQL database queries in Claude Desktop
• io.github.cocaxcode/database-mcpMCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.
• @cyanheads/faostat-mcp-serverGlobal food & agriculture statistics from the UN FAOSTAT bulk-download corpus, served from a local SQLite mirr
• io.github.Kurok1/mcp-server-mysqlSecurity-first MySQL MCP server with AST validation, table whitelist, schema resources, and audit.
• @cevelas/mcp-sqlserverMCP server for DBAs running dozens of SQL Server instances: grouped connections, plans, indexes
• @contextflo/postgres-mcpRead-only Postgres: drop-in for the archived server-postgres, with schema context.
• reaatech/a2a-reference-tsEnterprise-grade TypeScript implementation of Google's Agent-to-Agent (A2A) protocol with a bidirectional A2A
• io.github.CSOAI-ORG/sql-builder-ai-mcpsql-builder-ai-mcp MCP server by MEOK AI Labs
• io.github.TharanaBope/sql-server-mcpSQL Server MCP with RAG capabilities for Windows (native ODBC support)
• io.github.aidancorrell/spark-sql-mcp-serverQuery Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
• io.github.musaddiq-dev/postgresql-mcp-serverPython MCP server for PostgreSQL database inspection and querying
• sql-builder-ai-mcpSql Builder Ai MCP Server by MEOK AI Labs
• mongodb-mcp-serverMongoDB Model Context Protocol Server
• 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
• com.dataclawe/dataclawe-mcpAI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.
• 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.MuhDur/plsql-mcpOracle MCP with PL/SQL analysis, lineage, SAST, and change-impact tools.
• io.github.Yash-0620/postgres-mcp-securedEnterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL injections.
• 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.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.hyperpolymath/poly-db-mcpUnified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more
• 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/datamcpPostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.
• io.github.musaddiq-dev/mysql-mcp-serverPython MCP server for MySQL database inspection and querying
• io.github.neverinfamous/sqlite-mcp-serverSQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
• io.github.okyalos76/inutriplan-mcpMCP server exposing supplements database used by iNutriPlan.com
• 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.spshkar84/madb-memoryPersistent causal memory for AI agents — semantic recall, causal chains, skills.
• io.github.wmeireles/migraflow-mcpAI-powered database migration. Analyze schemas, generate SQL, calculate risks.
• @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.
• com.vetosql/vetoDeterministic safety, correctness & cost gate that vets Postgres SQL before your AI agent runs it.
• bio.atlarium/habitat-databaseStructured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.
• custom-mcp-databaseRun alias-based queries against PostgreSQL, MySQL, MongoDB and Oracle without exposing credentials.
• @vorluno/agora-mcpA shared, persistent per-repo space for Claude Code sessions — see what others are doing, get collision warnin
• madb-mcp-serverDurable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
• io.github.KifoPL/RawSqlMcpExecute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.
• database-universal-mcpDatabase Universal MCP Server by MEOK AI Labs
• locksmith-mcpLocksmith — an MCP server that lints SQL migrations for dangerous locking operations and suggests safe rewrite
• io.github.JadeSparrow/sqlai-dev-sql-verifierExecutes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs.
• sql-previewRun governed SQL queries and inspect database schemas from MCP agents.
• sql-stewardThe agent never writes SQL: queries compile from a semantic layer you control, PII refused first.