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Sagemath MCP

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作者:XBP-Europe

Stateful SageMath MCP server: 37 tools for symbolic math, algebra, number theory, graphs and plotting. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.

ai-toolscasclaudecomputer-algebrafastmcpllmmathmathematicsmcpmodel-context-protocol

安装

$docker run -p 8314:8314 sagemath-mcp:latest --transport streamable-http

此服务器需要专门配置。目前没有可复用的公开启动命令,请遵循项目说明。

项目说明

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安全概况

已认领和已认证的服务器每周接受一次静态扫描,显示代码能触及的范围(外部服务、环境变量、shell 命令、代理配置目录)以及带有已知公告的依赖。认领此列表即可获得。 安全概况的工作原理

23 个工具中显示 23 个

文档中列出的工具 (23)

内容来自项目文档。服务器握手不会验证每个工具的说明或行为。

calculate_expression

Evaluate a symbolic expression and return both its string representation and numeric value (when possible). Uses Sage's sageeval() internally with pre-declared variables x, y, z, t.

cancel_sage_session

Abort any in-flight computation by killing the worker process and starting a new one. All session state is lost — reach for this only when the worker is wedged badly enough that interrupting does not help.

check_sage_health

The MCP-level readiness probe, for stdio clients that cannot reach the HTTP

differentiate_expression

Compute the symbolic derivative of an expression. Calls Sage's diff(expr, var, order) internally.

evaluate_sage

-- Open-Ended SageMath Execution

expand_expression

Expand products, powers, and trigonometric/logarithmic identities using Sage's expand().

factor_expression

Factor a symbolic expression or integer using Sage's factor().

integrate_expression

Compute indefinite or definite integrals. Calls Sage's integrate() function.

interrupt_sage_session

Stop a running computation while keeping every variable defined so far. The worker is signalled, abandons the current statement, and stays alive with its namespace intact. The interrupted call returns an Interrupted error.

limit_expression

Compute the limit of an expression as a variable approaches a point. Calls Sage's limit() function.

lookup_sage_doc

Documentation links for one SageMath name, plus the half the upstream manual

matrix_multiply

Multiply two matrices over the Symbolic Ring (SR). Input matrices are nested lists of numbers.

matrix_operation

Perform a single matrix operation. Supports six operations on matrices over the Symbolic Ring.

number_theory_operation

Perform common number-theoretic operations using Sage's built-in functions.

plot_expression

Render a 2D plot of an expression and return it as MCP image content (PNG by default, or SVG via imageformat) the client displays inline. Calls Sage's plot(), renders to an in-memory buffer at a bounded size, and returns it as an image block rather than a base64 string.

reset_sage_session

Clear all variables, functions, and definitions in the current session. The underlying worker process continues running (fast). Equivalent to restarting a fresh Sage shell.

series_expansion

Compute a Taylor or Laurent series expansion around a point. Calls Sage's .series() method.

simplify_expression

Apply Sage's simplify() function to reduce a symbolic expression to a simpler form.

solve_equation

Solve a single equation or a system of simultaneous equations. Calls Sage's solve() function. Equations are parsed by splitting on =: the string "x^2 - 1 = 0" becomes the Sage equation x^2 - 1 == 0.

solve_ode

Solve an ordinary differential equation using Sage's desolve(). The equation is specified as a string using Sage's diff() notation. The solver returns a general solution with arbitrary constants (C, K1, K2, etc.).

statistics_summary

Compute descriptive statistics for a numeric dataset using Sage's mean() and sqrt() functions.

verify_claim

The checking primitive for the dominant failure mode of models doing

workspace_token

a server-issued, unguessable handle that addresses that one

工具变更历史

比较相同配置的完整检查。只列出工具,未调用工具。此处不测量输入结构的变化。

尚无完整工具检查。