Databases · MCP servers

Help with MongoDB query optimization and indexing. An agent skill from mongodb/agent-skills.

mongodb/agent-skills

Connect to NextCRM MCP server to manage CRM data — accounts, contacts, leads, opportunities, targets, products, contracts, activities, documents, target lists, enrichment, email accounts, campaigns…

pdovhomilja/nextcrm-app

Generate Perses dashboards or single panels for GreptimeDB. An agent skill from GreptimeTeam/dashboard.

GreptimeTeam/dashboard

Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.

Haohao-end/openagent

A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or…

Haohao-end/openagent

Guide users through configuring key MongoDB MCP server options.

mongodb/agent-skills

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

mirkobozzetto/flowflow

GFS MCP Server for AI agent integration. An agent skill from Guepard-Corp/gfs.

Guepard-Corp/gfs

Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer.

sidequery/sidemantic

Load this FIRST whenever working with PyTorch CI data (any pytorch/ org repo), the torchci/HUD codebase, or the PyTorch HUD ClickHouse database.

pytorch/test-infra

Activate this skill for querying DataJunction (DJ) — finding nodes, generating SQL, fetching metric data, exploring lineage, visualizing results — via the DJ UI, MCP tools, or REST/GraphQL APIs.

DataJunction/dj

Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, external structured-data import (CSV / SQL dumps), and MCP/tool calling.

liliang-cn/cortexdb

MemMesh CLI + local MCP server — the zero-infra, no-API-key path to the same engine as the hosted SDK.

ThinkfleetAI/memmesh

A skill your agent uses when optimizing Apple Mail MCP operations, diagnosing slow queries, adding new filtering logic, or modifying how data is fetched from Mail.app.

s-morgan-jeffries/apple-mail-fast-mcp

Debug a failed Activepieces flow run end-to-end: given a flow run id (or BullMQ job id), find why it failed, cross-referencing the live BullMQ job + Postgres rows (SSH script on the DevOps box), the…

activepieces/activepieces

Manages MongoDB Atlas Stream Processing (ASP) workflows. An agent skill from mongodb/agent-skills.

mongodb/agent-skills

Stand up a persistent, self-refreshing local mirror of a bulk upstream dataset with the MirrorService (@cyanheads/mcp-ts-core/mirror).

cyanheads/pubmed-mcp-server

Power BI semantic modeling assistant for building optimized data models.

github/awesome-copilot

Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless…

aws/agent-toolkit-for-aws

Manage the lerd local PHP development environment via MCP tools: run framework console commands (artisan, bin/console, etc.), manage services, start/stop queue workers, run composer, manage Node.js…

liberusoftware/real-estate-laravel

Run isolated Moraine dev sandbox validation. An agent skill from eric-tramel/moraine.

eric-tramel/moraine

Fetch current library docs via Context7 MCP instead of training data.

danielvm-git/bigpowers

Self-hosted semantic memory for AI agents via MCP. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Analyze a warehouse for stale, unused, or redundant tables via the analyzestoragecosts MCP tool.

sickn33/agentic-awesome-skills

Analyze a Monte Carlo monitor and recommend config changes to reduce alert noise.

sickn33/agentic-awesome-skills

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations.

google/skills

Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets.

google/skills

A skill your agent uses when starting, scaffolding, or organizing a FrontMCP project.

agentfront/frontmcp

SAP Cloud Application Programming Model (CAP) development skill using Capire documentation.

secondsky/sap-skills

Assists with SAP HANA Developer CLI (hana-cli) for database development and administration.

secondsky/sap-skills

Guides and best practices for working with Neon Serverless Postgres.

aiskillstore/marketplace

Fast path for a minimal CloudBase Web + database demo (最小前后端 / 最小可用 fullstack / Lovable-like BaaS).

TencentCloudBase/CloudBase-AI-Toolkit

Amazon Redshift domain expertise for query optimization, operational reviews, and cost optimization on provisioned clusters and Serverless workgroups.

aws/tools-for-devops-agent

Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task.

TencentCloudBase/CloudBase-AI-Toolkit

CloudBase CLI (tcb, 云开发CLI, Tencent CloudBase命令行) resource management skill.

TencentCloudBase/CloudBase-AI-Toolkit

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including AI-powered search and vector capabilities.

davila7/claude-code-templates

Query Auto Ontology and validate generated SQL, rows, and answers.

NVIDIA/skills

A skill your agent uses when running Playwright via terminal CLI — npx playwright test (test runner), codegen (interactive recording), screenshot / pdf (one-off captures), and CI sharding.

mizchi/skills

Coordinate with WrongStack agents through the project-scoped Mailbox MCP server.

WrongStack/WrongStack

This is the required documentation for agents operating on the CloudBase Relational Database.

Microck/ordinary-claude-skills

Design and validate model-facing tool definitions with clear names, action-oriented descriptions, bounded JSON Schema parameters, explicit side effects, safe defaults, idempotency, errors, and…

seb1n/awesome-ai-agent-skills

Use Dune MCP through UXC for blockchain table discovery, SQL query creation/execution, execution result retrieval, and visualization with help-first schema inspection, explicit auth binding, and…

holon-run/uxc

Diagnoses and resolves MCP server registration failures, GPU detection, BigQuery authentication, index build failures, import errors, search quality issues, and performance problems.

RobThePCGuy/Claude-Patent-Creator

升级 CodeBuddy IDE（genie 扩展）内置的 CloudBase MCP，以及 MCP 发版时同步 IDE 侧白名单。当用户提到「更新 IDE 里的 MCP」「内置 MCP 版本太老」「IDE 集成的 CloudBase 功能不足」「改工具白名单 toolWhiteList」「把新 bundle 打进 CodeBuddy」「白名单漂移」「MCP…

TencentCloudBase/CloudBase-AI-Toolkit

Checklists for adding a new MCP tool, a new Flyway database migration, or a new Gradle dependency to the Task Orchestrator server, including the tool-documentation single-source policy…

jpicklyk/task-orchestrator

Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs.

oliver-kriska/claude-elixir-phoenix

Database-level data-plane diagnostics for Aurora MySQL and Aurora PostgreSQL.

aws/tools-for-devops-agent