ollama-mcp-bridge
★ 89
vs
mini-swe-agent
★ 4.7k
ollama-mcp-bridge vs mini-swe-agent
ollama-mcp-bridge: Ollama MCP Bridge is a proxy layer that sits in front of the Ollama API, seamlessly adding tools from multiple MCP servers so that every Ollama request can access all connected tools transparently. It supports streaming, thinking mode, tool filtering, and multiple transport types. The bridge is configurable via JSON, runs as a FastAPI server, and can be installed via pip, uvx, Docker, or from source.; 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.
01
TL;DR
Choose ollama-mcp-bridge if…Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries
Choose mini-swe-agent if…Researchers for benchmarking, fine-tuning, or RL experiments without bloat
02
Side-by-Side Comparison
03
Features
ollama-mcp-bridge01Pre-loaded MCP servers from JSON configuration
02Multiple transport types: stdio, StreamableHTTP, SSE
03Tool filtering with include/exclude modes
04Multi-round tool execution until completion
05Complete Ollama API compatibility with transparent proxying
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
04
Use Cases
ollama-mcp-bridge↳Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries
↳Build AI agents that can autonomously call multiple tools in a single chat session
↳Integrate MCP servers into existing Ollama workflows without modifying client code
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
05
Best For
ollama-mcp-bridgeTrendingAPI IntegrationDev Tooling
mini-swe-agentTrendingHidden Gem
FAQ
FAQ
What is the difference between ollama-mcp-bridge and mini-swe-agent?
Both ollama-mcp-bridge and mini-swe-agent are in the LLM Infra category. ollama-mcp-bridge has 89 stars, while mini-swe-agent has 4.7k stars.
Which is better, ollama-mcp-bridge or mini-swe-agent?
The best choice depends on your use case. Choose ollama-mcp-bridge if Enhance local Ollama models with external MCP tools like weather, filesystem, or database queries, and mini-swe-agent if Researchers for benchmarking, fine-tuning, or RL experiments without bloat.
Is ollama-mcp-bridge free or open source?
Yes, ollama-mcp-bridge is open source on GitHub (MIT).
Is mini-swe-agent free or open source?
Yes, mini-swe-agent is open source on GitHub.
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