ITL.Braincell

database MCP Server

Centralized memory platform for AI agents — REST API, MCP server, PostgreSQL, Weaviate vector search, and Redis cache for semantic context management

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databasedatabasepostgresqlredis
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Why This Matters

Discovered via github-topic:mcp and last synced 3mo ago.

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github-topic:mcp
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Description

Works Well With - Skills

implementing-api-rate-limiting-and-throttling

Implements API rate limiting and throttling controls using token bucket, sliding window, and fixed window algorithms to protect against brute force attacks, credential stuffing, resource exhaustion, and API abuse. The engineer configures per-user, per-IP, and per-endpoint rate limits using Redis-backed counters, API gateway plugins, or application middleware, and implements proper HTTP 429 responses with Retry-After headers. Activates for requests involving rate limiting implementation, API throttling setup, request quota management, or API abuse prevention.

61 starsHas guide

database-engineering

Use this skill when designing database schemas, optimizing queries, creating indexes, planning migrations, or choosing between database technologies. Triggers on schema design, normalization, indexing strategies, query optimization, EXPLAIN plans, migrations, partitioning, replication, connection pooling, and any task requiring database architecture or performance decisions.

2 starsHas guide

database-v2

Database Workflow Bundle workflow skill. Use this skill when the user needs Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

1 starsHas guide

appdeploy-v2

AppDeploy Skill workflow skill. Use this skill when the user needs Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

1 starsHas guide