Databases · Model Context Protocol

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

A skill your agent uses for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search, and migrations.

timescale/pg-aiguide

Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions.

mongodb/agent-skills

Changing or adding a project setting / default value in RedAmon.

samugit83/redamon

This skill should be used whenever the user mentions a "semantic model", "data model", or "dataset", or asks to "build", "model", "design", "optimize", "review", or "audit" one, or to "add a…

data-goblin/power-bi-agentic-development

Switches cognee's LLM, embedding, relational, vector and graph backends through environment variables, with the extras to install and the traps to avoid.

topoteretes/cognee

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

Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications

timescale/pg-aiguide

Prisma CLI commands reference covering all available commands, options, and usage patterns.

curvenote/curvenote

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

A skill your agent uses when adding or modifying a SQL query against the SQLite store — symptoms include "add a method to Store", "new column on nodes", "expose X via the store", "add an index"…

radimsem/remindb

Power BI semantic modeling assistant for building optimized data models.

github/awesome-copilot

Queries and downloads public cancer imaging data from NCI Imaging Data Commons.

K-Dense-AI/scientific-agent-skills

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

Tutorials, end-to-end walkthroughs, and complete reference projects for FrontMCP.

agentfront/frontmcp

This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples.

rtadewald/skills

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

eric-tramel/moraine

通过 Context7 MCP 使用最新的库和框架文档，而非训练数据。当用户提出设置问题、API参考、代码示例或命名框架（例如 React、Next.js、Prisma）时激活。

affaan-m/ECC

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

danielvm-git/bigpowers

Audit experiment integrity before claiming results. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep.

wanshuiyin/Auto-claude-code-research-in-sleep

Tools are how AI agents interact with the world. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

A skill your agent uses when authoring or debugging MPS migration scripts that upgrade user models after a language definition changes — covers jetbrains.mps.lang.migration (MigrationScript…

JetBrains/MPS

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

This file generates or explains Cloud SQL resources. An agent skill from google/skills.

google/skills

Summarizes data lineage graphs on Google Cloud to help users debug data quality issues and understand data provenance for BigQuery and Cloud Storage.

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 to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client libraries and the REST API.

google/skills

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

agentfront/frontmcp

Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights.

davila7/claude-code-templates

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

Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud…

google/skills

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

[Deprecated] Use when building frontend Web apps that talk to CloudBase Relational Database via @cloudbase/js-sdk – provides the canonical init pattern so you can then use Supabase-style queries…

TencentCloudBase/CloudBase-AI-Toolkit

Ingest and normalize market data into OHLCV vectors with HNSW indexing

ruvnet/ruflo

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

aws/tools-for-devops-agent

Analyzes the downstream impact (blast radius) using data lineage on Google Cloud when a BigQuery table or view is broken, stale, or modified.

google/skills

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

TencentCloudBase/CloudBase-AI-Toolkit

訓練データの代わりにContext7 MCP経由で最新のライブラリとフレームワークドキュメント使用。セットアップの質問、APIリファレンス、コード例、またはユーザーがフレームワーク（例：React、Next.js、Prisma）に名前を付けるときにアクティベーション。

affaan-m/ECC

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

Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server.

davila7/claude-code-templates

Frontend visual replication skill. An agent skill from zai-org/GLM-skills.

zai-org/GLM-skills