
SQL Mini MCP
io.github.proprock由 GitHub 账号 proprock 发布v1.1.0更新于 Oct 24, 2026
Minimal, read-only, PII-safe MCP server for SQL databases.
概览
一个本地只读 MCP 服务器,为编码助手提供 SQL Server、MySQL 和 MariaDB 的架构知识,并允许受限 SELECT 查询,个人数据列以令牌形式隐藏。
- 可以做什么
- 列出已配置的服务器别名及凭据可见的数据库,不做网络发现。浏览基础表,并读取单张表的列、键、约束和索引。列出存储过程,并在别名允许代码访问时获取单个存储过程定义。在标记为 all_pii_safe 的别名上执行一条受限且经过校验的 SELECT,配置的个人数据列以绑定别名的令牌返回而非明文。可用 = 和 IN 对这些令牌进行筛选和计数,而无需读取原始值。
- 适用场景
- 当编码助手需要了解 SQL Server、MySQL 或 MariaDB 的架构以编写正确代码,或需要查询真实数据行同时隐藏已配置的个人数据列时使用。适合不希望提供写入工具、也不希望助手编写的 SQL 直接到达数据库的团队。
- 运行要求
- 以 Python 包形式通过 stdio 在本地运行(Python 3.12–3.14,uv 或 pip);连接 SQL Server 还需 Microsoft ODBC Driver 18,MySQL 和 MariaDB 使用内置 PyMySQL 驱动。需通过 SQL_SAFE_MCP_CONFIG 或 --config 指定 YAML 配置文件,连接 URL 通过该文件中以占位符引用的环境变量提供。应使用最小权限的数据库登录账号。
安装
在 SourceWeft 中
- 打开 控制台中的 SQL Mini MCP,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
sql-safe-mcp
A PII-safe, read-only MCP server for coding agents working with SQL Server, MySQL and MariaDB: schema knowledge and safe queries without write-capable tools or plaintext exposure of configured PII columns.
[CI] [Release] [PyPI Version] [Python] [License: MIT]
[Model Context Protocol compatible] [MCP Registry: io.github.proprock/sql-safe-mcp]
[Read the data. Protect the identity.]Read the data. Protect the identity.
Give a coding agent the schema knowledge it needs to write correct code - servers, databases,
tables, columns, keys, indexes, and stored procedures. On aliases you mark all_pii_safe, it can also
query real rows while configured personal data stays hidden behind authenticated tokens.
PII-safe by default. Read-only by design.
- PII-safe by default - on an
all_pii_safeserver, the columns you configure come back as alias-bound, authenticated tokens (pii:v1:...), never as plaintext. An agent can still project, count, and filter on them with=andINusing tokens it was given, so it can follow a record without reading it. Tokens do not work on another server alias or with another key. - Read-only by construction - seven tools, all annotated read-only. No tool writes data, and
the server never executes SQL an agent wrote: metadata comes from SQLAlchemy Inspector and fixed
catalog queries, and
execute_sqlruns only a validated, regeneratedSELECT. - Multiple servers, isolated policies - one MCP process can expose multiple named SQL Server, MySQL, and MariaDB instances. Each alias has its own connection, access level, and, when enabled, PII key and protection rules. Every database operation targets an explicit alias; there is no network discovery.
Operational safeguards
- Fails closed - SQL validation is an allowlist. Unknown syntax, unresolved lineage, and unsupported protected-value types are refused, not guessed at. The verification evidence is in the security model.
- Least access first -
access_level: metadata(the default) exposes database navigation and table structure;meta_and_codeadditionally exposes stored procedures;execute_sqlneeds an explicitall_pii_safealias with its own key. Database permissions stay the primary control, so use a least-privilege login. - Secrets stay out of sight - connection URLs live in YAML with
${NAME}placeholders resolved from the environment. They never appear in logs or model-visible errors. - Compact, predictable output - object-rooted results with stable sorting, literal case-insensitive name filters, and stored procedure lists that do not expand definitions.
- Errors an agent can act on - an ambiguous name lists the candidate schemas. Errors never contain connection details, credentials, keys, tokens, or rows.
- Tested against attacks, not just examples - the SQL and PII boundary is checked with an adversarial corpus of hostile statements, property-based tests (token isolation, tamper resistance), a live attack run against a really writable login with before/after snapshots, and mutation testing. Results are in Verification of the SQL boundary.
- Diagnosable failures - a timeout or connection error carries a
Reference, and the stderr log records the connection stage, elapsed time, and driver error for the same reference, with credentials removed. See Logging.
[!NOTE] Status: SQL Server supports every tool. MySQL and MariaDB (
engine: mysqlormariadb,mysql+pymysqlURLs) support every tool too.schemais alwaysnullthere because the database is the catalog, andexecute_sqlusesLIMITinstead ofTOP. See architecture.md.
Quick start
Install
or
Pin a version when you want a fixed surface: uvx sql-safe-mcp==1.5.2.
Requires Python 3.12–3.14, uv (or pip), and
Microsoft ODBC Driver 18 for SQL Server
when you connect to SQL Server. MySQL and MariaDB use the bundled PyMySQL driver and need nothing
else.
Verified against SQL Server 2022, MySQL 8.4, and MariaDB 11.4 (see checks.md).
Or you can even ask an agent to install it
Configure server
Copy sql-safe-mcp.example-simple.yaml to
sql-safe-mcp.yaml. This smallest configuration exposes schema metadata from one SQL Server
instance and does not allow row queries. Keep the complete connection URL in an environment
variable:
Here reporting is the value an agent passes as server. A missing variable, or an engine that
does not match the URL dialect, stops the MCP server at startup. For multiple servers, local PII
rules, shared PII rule sets, logging, and runtime limits, use the commented examples in the
configuration reference.
Check the configuration
After defining every environment variable referenced by the YAML file, point the server at it with
SQL_SAFE_MCP_CONFIG (or --config) and check it without connecting to any database:
Configuration is validated at startup, and an error names the problem without printing a URL or secret. Keep credentials in the host's own configuration and never commit them. The server acts with the database account's permissions, so use a dedicated login with the least access the job needs.
Connect an MCP client
Every client configuration needs SQL_SAFE_MCP_CONFIG plus the environment variables referenced
by your YAML file. Keep connection URLs and PII keys in the MCP host's environment or
configuration, never in the YAML file or other tracked files.
Claude Code
Put at least one other option between the last --env and the server name, as above. Otherwise,
the CLI reads the name as another KEY=value pair.
Claude Desktop
Add the server to claude_desktop_config.json:
Codex CLI
Any other stdio host
Use command uvx, argument sql-safe-mcp, and set SQL_SAFE_MCP_CONFIG plus every environment
variable referenced by the configuration file. The server writes MCP messages to stdout and logs
only to stderr.
PII-safe queries
execute_sql on the billing alias allows one restricted SELECT. For example, these arguments:
can return a row such as [42, "pii:v1:..."]: the agent can follow the customer without reading
the email address. A token is accepted only in = and IN predicates on the same server alias.
If FirstName is protected, SELECT FirstName FROM Users WHERE FirstName = 'Alice' is rejected
before it reaches the database. Filter protected columns only with authentic pii:v1:... tokens
returned by execute_sql for the same alias; a matching prefix alone is not enough. Each token is
authenticated and alias-bound, then validated and converted to a bound database value.
Protection covers the columns you list, so list every column that holds personal data.
Documentation
- Configuration reference - aliases, connection URLs, PII rules, runtime limits, and logging.
- Tool reference - arguments, responses, errors, and the accepted SQL subset.
- Security model - trust boundaries, guarantees, limitations, and verification.
- Checks - local, integration, and security verification commands.
Security
The MCP caller, SQL input, database metadata, rows, and tokens are untrusted. Database permissions remain the primary authorization control - this server never widens them. Read the full security model, including its limitations and verification evidence. To report a vulnerability, use the private channel in SECURITY.md.
Contributing
Setup, checks, the test commands, the branch and commit conventions, and the release model are in CONTRIBUTING.md. Changes that affect someone running the server are recorded in CHANGELOG.md.
License
MIT.
来源:README.md,提交 9dd2a69
工具
0版本历史
2- v1.1.0最新Sep 20, 2026
- v0.9.1Sep 20, 2026
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