aci
★ 4.9k
vs
sagemath-mcp
★ 18
aci vs sagemath-mcp
aci: ACI.dev is an open-source tool-calling platform designed to connect over 600 tools to any AI agent or agentic IDE. It provides intent-aware tool access with multi-tenant authentication, granular permissions, and dynamic discovery through a Unified MCP server or a lightweight SDK.; sagemath-mcp: The SageMath MCP Server provides LLM clients with comprehensive access to SageMath, enabling a wide range of mathematical computations including calculus, algebra, number theory, and more. It features persistent sessions, over 37 specialized tools, and a robust security sandbox for safe execution of SageMath code.
01
TL;DR
aciAPI Integration · ★ 4.9k
When to choose:
- You want 600+ pre-built integrations with built-in OAuth and secrets management, so you do not write a client per service.
- You want dynamic tool discovery so tool definitions stay out of the context window.
- You want to use it as an MCP server or through Python and TypeScript SDKs, with no framework lock-in.
When to skip:
- You want a single MCP server to install: the MCP server lives in a separate repository, and self-hosting runs a backend plus a portal.
- You do not want user credentials and tool calls to pass through a third party: that is how the managed service works.
- You need a very actively developed project: our data shows the last push on 2026-05-28.
sagemath-mcpAPI Integration · ★ 18
Performing symbolic calculus operations such as differentiation, integration, and series expansion.
02
Side-by-Side Comparison
Field
acisagemath-mcpCategory
API Integration
API Integration
Stars
★ 4.9k
★ 18
License
Apache-2.0
MIT
Install Command
git clone https://github.com/aipotheosis-labs/aci.git
pip install sagemath-mcp && sagemath-mcp
Updated
4mo ago
1d ago
Open Source
Yes
Yes
Tags
AI Agents, Tool-calling, LLM Infrastructure
SageMath, LLM Integration, Mathematics
03
Features
aci01600+ Pre-built Integrations
02Flexible Access Methods (MCP server or SDK)
03Multi-tenant Authentication
04Enhanced Agent Reliability
05Framework & Model Agnostic
sagemath-mcp01Core execution of any SageMath code with persistent state, LaTeX output, stdout capture, and progress heartbeats.
02Offers 37 specialized MCP tools covering diverse mathematical domains like calculus, algebra, and number theory.
03Stateful sessions ensure variables and functions persist across multiple tool calls for complex workflows.
04Robust AST-based security sandbox blocks dangerous operations and unauthorized imports.
05Visualization capabilities to render 2D/3D plots of expressions as base64-encoded PNG images.
04
Use Cases
aci↳VibeOps: Automate devOps by letting your agentic IDE access Vercel, Supabase, Cloudflare, Sentry and more to ship live products.
↳Personal Assistant Chatbots: Build chatbots that can search the web, manage calendars, send emails, interact with SaaS tools, etc.
↳Research Agent: Conducts research on specific topics and syncs results to other apps (e.g., Notion, Google Sheets).
sagemath-mcp↳Performing symbolic calculus operations such as differentiation, integration, and series expansion.
↳Solving single or systems of algebraic equations symbolically.
↳Solving number theory problems like primality testing, integer factorization, and GCD/LCM calculations.
↳Visualizing mathematical functions in 2D and 3D by generating plots as images.
↳Executing multi-step mathematical workflows where variables and functions need to persist across operations.
05
Best For
aciEssential
sagemath-mcp—
FAQ
FAQ
What is the difference between aci and sagemath-mcp?
Both aci and sagemath-mcp are in the API Integration category. aci has 4.9k stars, while sagemath-mcp has 18 stars.
Which is better, aci or sagemath-mcp?
The best choice depends on your use case. Choose aci if VibeOps: Automate devOps by letting your agentic IDE access Vercel, Supabase, Cloudflare, Sentry and more to ship live products., and sagemath-mcp if Performing symbolic calculus operations such as differentiation, integration, and series expansion..
Is aci free or open source?
Yes, aci is open source on GitHub (Apache-2.0).
Is sagemath-mcp free or open source?
Yes, sagemath-mcp is open source on GitHub (MIT).
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