mini-swe-agent
★ 5.9k
vs
conduit
★ 96
mini-swe-agent vs conduit
mini-swe-agent: Mini-SWE-agent is a lightweight, 100-line AI agent designed to solve GitHub issues and more, offering a simplified yet performant alternative to larger coding agents. It focuses on minimalism, high performance on benchmarks like SWE-bench, and easy deployment across various environments.; conduit: Conduit acts as a local Model Context Protocol (MCP) gateway, designed to drastically reduce token overhead when AI agents utilize multiple tools by consolidating server tools into a few meta-tools. It simplifies the setup and authentication of various services, allowing them to be configured once and used across all connected AI clients.
01
TL;DR
Choose mini-swe-agent if…Researchers for benchmarking, fine-tuning, or RL experiments without bloat
Choose conduit if…Reducing token costs and improving context window efficiency for AI agents using many tools.
02
Side-by-Side Comparison
03
Features
mini-swe-agent01Minimal code (approx. 100 lines of Python)
02High performance (>74% on SWE-bench verified benchmark)
03Easy deployment and sandboxing (Docker, Podman, Singularity)
04Utilizes only Bash tools, avoiding complex tool-calling interfaces
05Linear history for simplified debugging and fine-tuning
conduit01~90% fewer tokens by using lazy-discovery mode for tools.
02Single setup and authentication for all AI clients.
03Per-agent scoping to control tool access for different clients.
04Built-in governance to toggle tools on/off and audit calls.
05A built-in playground to test tools before integration.
04
Use Cases
mini-swe-agent↳Researchers for benchmarking, fine-tuning, or RL experiments without bloat
↳Developers who want to own, understand, and modify their AI tools
↳Engineers needing a trivial-to-sandbox and deployable solution anywhere
conduit↳Reducing token costs and improving context window efficiency for AI agents using many tools.
↳Managing and authenticating multiple external services (e.g., Stripe, Supabase, GitHub) for various AI clients from a single gateway.
↳Providing granular control over which tools different AI clients or agents can access, enhancing security and compliance.
↳Testing and validating AI tools (e.g., from an MCP server) using a built-in playground before deploying them to agents.
05
Best For
mini-swe-agentTrendingHidden Gem
conduit—
FAQ
FAQ
What is the difference between mini-swe-agent and conduit?
Both mini-swe-agent and conduit are in the LLM Infra category. mini-swe-agent has 5.9k stars, while conduit has 96 stars.
Which is better, mini-swe-agent or conduit?
The best choice depends on your use case. Choose mini-swe-agent if Researchers for benchmarking, fine-tuning, or RL experiments without bloat, and conduit if Reducing token costs and improving context window efficiency for AI agents using many tools..
Is mini-swe-agent free or open source?
Yes, mini-swe-agent is open source on GitHub.
Is conduit free or open source?
Yes, conduit is open source on GitHub (MIT).
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