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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3928#development1172#finance870#productivity811#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 27 MCP tools

stdionpx
11,155 stars

dbx

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具,支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 70+ 数据库,提供桌面端、Docker、CLI、内置 AI 助手和 MCP Server。

VerifiedInstall Ready
mcpSynced 2mo ago
6 tools
Active/2mo ago/High signal
databasedatabasepostgresql
stdiosrc
5,073 stars

tabularis

Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

VerifiedFresh
agent-topic:ai-agentSynced 5d ago
10 tools
Active/5d ago/High signal
databasedatabaseredis
stdiodocker
1,221 stars

betterdb-monitor

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

unknownSynced 3mo ago
69 tools
Active/3mo ago/High signal
databasedatabaseredis
stdiosrc
949 stars

Arcadedb

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

unknownSynced 3mo ago
Active/3mo ago/High signal
databasedatabasemongodb
stdiodocker
533 stars

Mcp Redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
databasedatabaseredis
stdionpx
39 stars

mcp-redis-cloud

MCP Server for interacting with Redis Cloud API

Install Ready
unknownSynced 3mo ago
Active/4mo ago/High signal
databasedatabaseredis
stdiodocker
24 stars

Mcp Server Redis

MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate

unknownSynced 3mo ago
Active/5mo ago/High signal
databasedatabaseredis
stdiosrc
7 stars

Opentrader

AI-driven algorithmic trading platform — multi-broker (Tradier, Alpaca, Webull), LLM signals via OpenRouter, TradingView charts, OVTLYR market breadth, real-time WebUI, and MCP agent layer. Runs on Podman + Redis + TimescaleDB.

Verified
github-topic:mcpSynced 3mo ago
79 tools
Active/3mo ago/High signal
financefinanceredis
stdiodocker
6 stars

Oauth2 Authorization Server

OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with Testcontainers and unit Tests with Junit 5, and Mockito

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
databasedatabaseredis
stdiodocker
5 stars

Dify Aio

Dify for Unraid, bottled up as an AIO container: agents, RAG, workflows, plugins, sandboxing, Postgres/pgvector, Redis, and sane homelab defaults without the compose-file maze.

Verified
github-topic:mcpSynced 2mo ago
Active/3mo ago/High signal
databasedatabasepostgresql
stdionpm
5 stars

a2a-mesh-workspace

Security-hardened TypeScript runtime and registry for Google A2A Protocol multi-agent systems, with adapters, auth, streaming, Redis discovery, observability, MCP bridge, and test tooling.

VerifiedInstall Ready
agent-topic:crewaiSynced 4mo ago
12 tools
Active/4mo ago/High signal
databasedatabasetypescript
stdionpx
3 stars

Mcp Redis Monitor

MCP server for redis-monitor

VerifiedInstall Ready
list:awesome-mcp-servers-punkpeyeSynced 2mo ago
10 tools
Active/3mo ago/Medium signal
databasedatabaseredis
stdiodocker
2 stars

Goshort

Self-hosted URL shortener in Go — single binary, SQLite-backed, zero config. Custom aliases, expiration, CLI, Redis cache, MCP server for AI agents (Claude Code, Cursor). Deploy anywhere: Docker, Fly.io, bare VPS.

Verified
github-topic:mcpSynced 3mo ago
47 tools
Active/4mo ago/High signal
databasedatabaseredis
stdiosrc
2 stars

Crystallized

Persistent memory, growing identity, and first-party Anthropic auth for opencode. Three-layer MCP memory (Redis + ChromaDB + filesystem), agent identity system, and Claude.app OAuth extraction that bypasses third-party detection. One command setup.

Verified
github-topic:model-context-protocolSynced 3mo ago
12 tools
Active/3mo ago/High signal
productivityproductivityredis
stdiosrc
2 stars

Sos

MCP-native AI agent OS — Redis bus, squad service, multi-model engine. Connect any agent with one URL.

Verified
github-topic:mcpSynced 3mo ago
30 tools
Active/3mo ago/High signal
databasedatabaseredis
stdiosrc
1 stars

ITL.Braincell

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

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/4mo ago/High signal
databasedatabasepostgresql
stdiodocker
1 stars

@cachly-dev/mcp-server

AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 120+ MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.

Verified
github-topic:mcpSynced 3mo ago
55 tools
Active/3mo ago/High signal
databasedatabaseredis
stdionpx
1 stars

example-mcp-stateful

stateful MCP server with Redis sessions, event sourcing, and horizontal scaling

VerifiedInstall Ready
smitherySynced 5mo ago
1 tools
Stale/7mo ago/Medium signal
databasedatabaseredis
stdionpx
0 stars

mcp-java-backend-suite

Complete MCP suite for Java backend developers — database, JVM, migration, Spring Boot, and Redis diagnostics

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
4 tools
Active/4mo ago/Medium signal
developmentdevelopmentredis
stdionpx
0 stars

mcp-redis-diagnostics

MCP server for Redis diagnostics — memory, slowlog, clients, and keyspace health analysis

VerifiedInstall Ready
github-topic:model-context-protocolSynced 4mo ago
2 tools
Active/4mo ago/Medium signal
databasedatabaseredis
stdiosrc
0 stars

Mcp Total Recall

MCP server for persistent synthetic memory -- attention-weighted recall across sessions using Ktor and Redis

Verified
github-topic:mcpSynced 3mo ago
8 tools
Active/3mo ago/Medium signal
databasedatabaseredis
stdiosrc
0 stars

Knowledge Graph

Companion repo del libro 'AI che Ragiona' (G. Zileni, 2026) — Knowledge Graph production-ready con Graph-RAG ibrido, server MCP e agenti AI in Python, Neo4j, Redis e Microsoft Agent Framework.

Verified
github-topic:model-context-protocolSynced 3mo ago
79 tools
Active/3mo ago/Medium signal
databasedatabasepython
stdionpx
0 stars

broadcaster-mcp

Local MCP server giving Claude Code sessions shared rooms, presence, pub/sub topics, and durable mailboxes - backed by Redis.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
11 tools
Active/4mo ago/Medium signal
databasedatabaseredis
stdionpm
0 stars

agentic-research-search-engine

AI search engine API with verifiable citations. Hybrid search (neural + BM25 + RRF), streaming answers via Groq/Llama 3.3, multi-hop research, MCP integration for AI agents. Built with FastAPI, PostgreSQL, Redis, Kafka, OpenSearch, Kubernetes.

Verified
github-topic:mcpSynced 4mo ago
39 tools
Active/4mo ago/Medium signal
databasedatabasepostgresql
12
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