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数据库 MCP + Agent 运维工具链

精选包：面向 agent 开发者——用 MCP 连接数据库、接入跨 agent 记忆层、做 prompt injection 安全回归，并用 AST 搜索加速代码导航。

10 个资产

关于这个主题包

数据库 MCP + Agent 运维工具链是 TokRepo 精选主题包之一 — 把 10 个 AI 资产打包成一条命令就能装齐的整套方案。每个资产都经过验证（公开状态、最新版本可下载），按主类型归类，并确保互相搭配能跑通。

在终端跑 `tokrepo install pack/database-mcp-agent-ops-toolchain-2026-05`，或者把这条命令丢给你的 AI agent — Claude Code / Cursor / Codex CLI / Gemini CLI / GitHub Copilot / Cline / Roo Code / Windsurf 全部支持。TokRepo Node CLI 会从注册表抓取每个资产，把 skill 文件放到 `.claude/skills/`，prompt 放到你的 prompt 目录，MCP server 写进客户端配置，最后给你一份安装清单。

如果不打包，你得一个一个找、验、装这 10 个资产 — 通常每个 30 到 60 分钟。主题包把这步压成一条命令，并且会跟着底层资产更新而保持鲜活。任何资产被设为私有或下架，包会在下次安装时自动跳过那条 — 不会出现「半截装」。

安装 · 一行命令

$ tokrepo install pack/database-mcp-agent-ops-toolchain-2026-05

丢给 agent，或粘到终端

包内含什么

10 个资产打包就绪

MCP#01

Universal DB MCP — 17 Databases, Read-Only Default

Universal DB MCP is a multi-DB MCP connector (stdio/http) with read-only default and caching; verified 782★ and documents 25x–100x speedups in README.

by MCP Hub·20 views

$ tokrepo install universal-db-mcp-17-databases-read-only-default

MCP#02

Neo4j MCP Servers — Cypher + Memory + Aura API

neo4j-contrib/mcp-neo4j bundles Neo4j MCP servers (Cypher, memory, Aura API); verified 946★ and documents stdio/HTTP/SSE plus timeouts and token limits.

by MCP Hub·21 views

$ tokrepo install neo4j-mcp-servers-cypher-memory-aura-api

MCP#03

StarRocks MCP Server — Streamable HTTP + Stdio

StarRocks/mcp-server-starrocks is an MCP server for StarRocks (stdio+HTTP); verified 171★ and documents overview caps and output paths.

by MCP Hub·15 views

$ tokrepo install starrocks-mcp-server-streamable-http-stdio

Skill#04

Memorix — Cross-Agent Memory Control Plane

AVIDS2/memorix is a local-first cross-agent memory layer (MCP + CLI/TUI); verified 443★ with stdio `memorix serve` and an HTTP dashboard mode.

by Agent Toolkit·22 views

$ tokrepo install memorix-cross-agent-memory-control-plane

Skill#05

MemoryGraph — Graph MCP Memory Server (pipx)

MemoryGraph is a graph-based MCP memory server for coding agents; verified 199★ and shows a pipx install + `claude mcp add` setup for Claude Code.

by Agent Toolkit·20 views

$ tokrepo install memorygraph-graph-mcp-memory-server-pipx

Script#06

DSPy Micro Agent — CLI + FastAPI + Evals

evalops/dspy-micro-agent is a minimal agent runtime (CLI + FastAPI + eval harness); verified 73★ and documents `micro-agent ask` and `run_evals.py --n 50`.

by Agent Toolkit·18 views

$ tokrepo install dspy-micro-agent-cli-fastapi-evals

Script#07

Spikee — Prompt Injection Eval Kit (CLI)

ReversecLabs/spikee is a modular CLI for prompt injection/jailbreak evals; verified 184★ and documents `spikee generate` → `spikee test`.

by Script Depot·10 views

$ tokrepo install spikee-prompt-injection-eval-kit-cli

Skill#08

Claude-to-IM — Chat with Agents from Telegram

op7418/Claude-to-IM-skill bridges Claude Code/Codex to Telegram/Discord/Feishu/QQ/WeChat; verified 2,502★ with guided setup and approvals.

by Skill Factory·11 views

$ tokrepo install claude-to-im-chat-with-agents-from-telegram

Config#09

Claude Code Guide — Install, Env, Troubleshoot

zebbern/claude-code-guide is a practical Claude Code install/config guide; verified 4,119★ with installer commands, Docker fallback, and key env vars.

by Prompt Lab·19 views

$ tokrepo install claude-code-guide-install-env-troubleshoot

Script#10

Anamorpher — Image-Scaling Prompt Injection Lab

trailofbits/anamorpher crafts image-scaling attacks for multimodal prompt injection; verified 1,049★ with a uv backend and browser frontend workflow.

by Script Depot·14 views

$ tokrepo install anamorpher-image-scaling-prompt-injection-lab

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