slcg
Provides a read-only PostgreSQL MCP server with schema introspection. Enforces least-privilege database roles to prevent any writes, even from malicious SQL.
README
SLCG — read-only you can actually trust
A read-only PostgreSQL MCP server that gives an AI clean schema context — with a read-only guarantee enforced by the database itself, not by trying to filter the SQL an agent sends.
The popular way to give an AI database access shipped a "read-only" mode that a single
COMMIT; DROP SCHEMAcan break out of. This is the version where the guarantee holds — and there's a test suite that proves the attacks fail.
The 60-second version
A read-only mode is only real if it survives someone actively trying to leave it. Enforcing it by inspecting the agent's SQL is the same losing game as classic SQL injection, now with an LLM as the untrusted input — anything the agent reads (a row, a ticket, a web page) can carry the payload. So SLCG doesn't filter SQL. It connects as a PostgreSQL role that was never granted the ability to write.
The attack that breaks the naive approach, run against this one:
# The documented breakout: BEGIN READ ONLY; SELECT ...; COMMIT; DROP TABLE ...
#
# Against a privileged connection (the vulnerable pattern):
DROP TABLE <- table destroyed
# Against the slcg_readonly role (this project):
ERROR: cannot execute DROP TABLE in a read-only transaction
# ...and even if the attacker turns the read-only flag OFF first:
SET default_transaction_read_only = off;
INSERT INTO customers ...
ERROR: permission denied for table customers <- the privilege layer, not a flag
That last line is the whole point: there is nothing to talk your way around, because the role has no write privilege to begin with.
What it does / what it doesn't
| Does | Doesn't |
|---|---|
| Introspects schema: tables, columns, PKs, FKs, indexes | Offer a run_sql / arbitrary-query tool |
| Enforces read-only via a least-privilege DB role | RBAC, SSO, control plane |
| Ships an adversarial test suite + threat model | Multi-DB, vector search, dashboards |
| Speaks MCP (Claude Desktop, Cursor, …) | Write access "with safeguards" |
Quickstart
1. Create the least-privilege role (this file is the security model — read it):
psql -v db=mydb -f sql/01_setup_readonly_role.sql -d mydb
2. Run the server as that role:
pip install -e .
PGDATABASE=mydb PGUSER=slcg_readonly slcg-server
3. Point an MCP client at it. Example Claude Desktop config:
{
"mcpServers": {
"slcg": {
"command": "slcg-server",
"env": { "PGDATABASE": "mydb", "PGUSER": "slcg_readonly" }
}
}
}
Prove it yourself
pip install -e ".[dev]"
pytest # 10 adversarial attacks blocked, 6 introspection checks
The attack cases read like a spec: test_commit_breakout_cannot_drop_table,
test_disabling_readonly_still_cannot_write, test_copy_to_program_exfil_is_denied,
test_injected_row_payload_cannot_trigger_write.
Why the keys come from pg_catalog, not information_schema
A detail worth knowing: information_schema's constraint views are
privilege-filtered — a low-privilege read-only role literally cannot see primary
and foreign keys through them. SLCG reads keys from pg_catalog, which is
world-readable, so introspection stays complete for exactly the least-privilege
role the design insists on.
Design decisions
See docs/THREAT_MODEL.md for the threat model mapped to
the OWASP LLM / MCP risk categories, and the sql/01_setup_readonly_role.sql
comments for the enforcement rationale.
Status
Working and tested: the read-only server, the least-privilege role, and a 10-case adversarial test suite all pass. Planned polish — a recorded terminal demo (asciinema → gif) at the top of this README, and a linked writeup of the transaction-breakout bypass class this design defends against.
License
MIT.
推荐服务器
Baidu Map
百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Playwright MCP Server
一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。
Magic Component Platform (MCP)
一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。
Audiense Insights MCP Server
通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。
VeyraX
一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。
graphlit-mcp-server
模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。
Kagi MCP Server
一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。
e2b-mcp-server
使用 MCP 通过 e2b 运行代码。
Neon MCP Server
用于与 Neon 管理 API 和数据库交互的 MCP 服务器
Exa MCP Server
模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。