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mcp-toolbox vs ollama

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

mcp-toolbox

googleapis/mcp-toolbox

★ 16kpushed Jul 7, 2026
vs

ollama

ollama/ollama

★ 176kpushed Jul 7, 2026
mcp-toolboxollama
TaglineMCP Server connecting AI agents to enterprise databasesGet up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Stars16k176k
Forks1.6k17k
Open issues2273.4k
LanguageGoGo
LicenseApache-2.0MIT
Last pushedJul 7, 2026Jul 7, 2026
CategoriesAI Agents, Data & RetrievalAI Agents, LLM Frameworks

Choose mcp-toolbox if…

  • Leaner open-issue backlog (227).
  • Also covers Data & Retrieval.
GitHubDetails

Choose ollama if…

  • More widely adopted - 176k stars vs 16k.
  • More recently updated (last pushed Jul 7, 2026).
  • Also covers LLM Frameworks.
GitHubDetails

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