Context7 vs ref-tools-ref-tools-mcp
Context7 and ref-tools-ref-tools-mcp are close in benchmark score; choose based on use case and supported integrations. Context7 scores 25/100 and ref-tools-ref-tools-mcp scores 22/100.
Comparison
| Attribute | Context7 | ref-tools-ref-tools-mcp |
|---|---|---|
| Category | Developer Tools | Developer Tools |
| GitHub stars | 59,294 | 1,140 |
| Forks | 2,819 | 68 |
| License | MIT | MIT |
| Last commit | Jul 17, 2026 | Jun 26, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code, Windsurf, Cline | — |
| Best for | Fetch current library documentation | connecting AI assistants to external tools |
| Risk level | High | High |
| Popularity score | 88 | 54 |
| Freshness score | 100 | 80 |
| Maintenance score | 100 | 100 |
| GEO score | 71 | 54 |
| Benchmark score | 25 | 22 |
| Install status | unknown | unknown |
| Startup status | unknown | unknown |
| Capability discovery | skipped | skipped missing config |
| Capabilities | 0 tools / 0 resources / 0 prompts | 0 tools / 0 resources / 0 prompts |
| Docs score | 0 | 0 |
| Config score | 0 | 0 |
| Safety score | 0 | 0 |
| Last tested | Jul 13, 2026 | Unknown |
When to choose Context7
- You want broader GitHub adoption — Context7 has 59.3K stars vs 1.1K.
- You want the more recently maintained option (last commit Jul 17, 2026).
- Your main use case is Fetch current library documentation.
When to choose ref-tools-ref-tools-mcp
- Your main use case is connecting AI assistants to external tools.
Alternatives to Context7 and ref-tools-ref-tools-mcp
- GitHub MCP Server★ 31.5K · Developer Tools
connect to GitHub repositories, issues, pull requests, and code search
- Exa MCP★ 4.7K · Search & Retrieval
search the web and retrieve high-quality, AI-ready results in real time
- MCP Registry Server★ 7K · Developer Tools
publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server
- strata★ 5.8K · Developer Tools
progressive tool usage at any scale (see https://klavis.ai)
- Figma MCP Server★ 1.8K · Developer Tools
the Figma MCP server brings Figma design context directly into your AI workflow
- atlassian-mcp-server★ 869 · Developer Tools
atlassian Rovo MCP Server
Frequently asked questions
What is the difference between Context7 and ref-tools-ref-tools-mcp?
Context7 is an MCP server that helps AI assistants pull up-to-date, version-specific library documentation and code examples. ref-tools-ref-tools-mcp is an MCP server that helps AI assistants provide your AI coding tools with token-efficient access to up-to-date technical documentation for…. Context7 is best for Fetch current library documentation, while ref-tools-ref-tools-mcp is best for connecting AI assistants to external tools.
Is Context7 or ref-tools-ref-tools-mcp more popular on GitHub?
Context7 is more popular, with about 59.3K GitHub stars versus 1.1K.
Which is more actively maintained, Context7 or ref-tools-ref-tools-mcp?
Context7's most recent commit was Jul 17, 2026, and ref-tools-ref-tools-mcp's was Jun 26, 2026. More recent activity is a signal of active maintenance.
Are Context7 and ref-tools-ref-tools-mcp open source?
Context7 is open-source under the MIT license. ref-tools-ref-tools-mcp is open-source under the MIT license.
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