--- title: "mcp-context-forge vs xiaohongshu-mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ibm-mcp-context-forge-vs-xpzouying-xiaohongshu-mcp" tools: ["ibm-mcp-context-forge", "xpzouying-xiaohongshu-mcp"] --- # mcp-context-forge vs xiaohongshu-mcp *GraphCanon updated Aug 26, 2026* ## Verdict Pick mcp-context-forge if mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python; pick xiaohongshu-mcp if xiaohongshu-mcp is a microservices control plane implemented in Go specifically for xiaohongshu.com. [mcp-context-forge](https://ibm.github.io/mcp-context-forge/) reports 4.4k GitHub stars, 837 forks, and 1.2k open issues, last pushed Aug 25, 2026. [xiaohongshu-mcp](https://www.haha.ai/xiaohongshu-mcp) has 15k stars, 2.3k forks, and 84 open issues, last pushed Aug 24, 2026. Figures are from public GitHub metadata via [mcp-context-forge's repository](https://github.com/IBM/mcp-context-forge) and [xiaohongshu-mcp's repository](https://github.com/xpzouying/xiaohongshu-mcp). | | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | [xiaohongshu-mcp](/tools/xpzouying-xiaohongshu-mcp.md) | | --- | --- | --- | | Tagline | AI Gateway and registry for MCP, A2A, REST/gRPC APIs | MCP for xiaohongshu.com | | Stars | 4,368 | 15,475 | | Forks | 837 | 2,280 | | Open issues | 1,187 | 84 | | Language | Python | Go | | Adopt for | mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python. | xiaohongshu-mcp is a microservices control plane implemented in Go specifically for xiaohongshu.com. | | Persona | - | - | | Runtime | - | - | | License | Available under the Apache License 2.0 | - | | Categories | Developer Tools, Evaluation & Observability, Inference & Serving | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | [xiaohongshu-mcp](/tools/xpzouying-xiaohongshu-mcp.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 1.2k | 84 | | Stars delta | +225 (30d) | +610 (30d) | | Open issues delta | +29 (30d) | -202 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/ibm-mcp-context-forge/trust.md) | [trust report](/tools/xpzouying-xiaohongshu-mcp/trust.md) | ## Decision facts: mcp-context-forge - **Pricing:** freemium - Open-source, free to use for both personal and commercial projects. - **Requirements:** Requires Docker; Supports running with Docker for ease of deployment. - **Adopt for:** mcp-context-forge is an AI gateway and registry for MCP, A2A, REST/gRPC APIs. It offers centralized discovery, guardrails, management, and optimization for agent and tool calling in Python. - **License detail:** Available under the Apache License 2.0 ## Decision facts: xiaohongshu-mcp - **Pricing:** unknown - The pricing model and licensing information for xiaohongshu-mcp is not provided. - **Requirements:** There are no explicit RAM requirements mentioned.; While Docker might be beneficial for deployment in some microservices architectures, it's not a listed requirement. - **Adopt for:** xiaohongshu-mcp is a microservices control plane implemented in Go specifically for xiaohongshu.com. ## Choose when ### Choose mcp-context-forge if… - mcp-context-forge is primarily Python; xiaohongshu-mcp is Go. - Pricing: Open-source, free to use for both personal and commercial projects.. - Requirements: Requires Docker; Supports running with Docker for ease of deployment.. - Tags unique to mcp-context-forge: agents, ai-gateway, authentication-middleware, devops. - Also covers Evaluation & Observability, Inference & Serving. - When you need to integrate multiple APIs using a unified endpoint with support for MCP, Agent-to-Agent communication, or REST/gRPC services. ### Choose xiaohongshu-mcp if… - xiaohongshu-mcp is primarily Go; mcp-context-forge is Python. - Pricing: The pricing model and licensing information for xiaohongshu-mcp is not provided.. - Requirements: There are no explicit RAM requirements mentioned.; While Docker might be beneficial for deployment in some microservices architectures, it's not a listed requirement.. - Tags unique to xiaohongshu-mcp: mcp, mcp-server, xiaohongshu-mcp. - - When working with microservices architecture and the need arises to manage these services effectively within xiaohongshu.com environment ## When NOT to use mcp-context-forge - When only REST API support is required, without additional functionality such as MCP or A2A services. - For applications that do not benefit from centralized discovery and management features for AI agents, preferring more decentralized approaches to development. - If your project is built in a language other than Python and integration with third-party plugins is unnecessary. ## When NOT to use xiaohongshu-mcp - - Avoid using xiaohongshu-mcp for systems or environments unrelated to xiaohongshu.com as it is tailored specifically to meet needs within its own ecosystem - - Do not use if you are not familiar with Go, given the control plane's implementation language may require proficiency in Go for effective utilization ## Common questions ### What is the difference between mcp-context-forge and xiaohongshu-mcp? mcp-context-forge: AI Gateway and registry for MCP, A2A, REST/gRPC APIs. xiaohongshu-mcp: MCP for xiaohongshu.com. See the comparison table for live GitHub stats and shared categories. ### When should I choose mcp-context-forge over xiaohongshu-mcp? Choose mcp-context-forge over xiaohongshu-mcp when mcp-context-forge is primarily Python; xiaohongshu-mcp is Go; Pricing: Open-source, free to use for both personal and commercial projects.; Requirements: Requires Docker; Supports running with Docker for ease of deployment.; Tags unique to mcp-context-forge: agents, ai-gateway, authentication-middleware, devops; Also covers Evaluation & Observability, Inference & Serving; When you need to integrate multiple APIs using a unified endpoint with support for MCP, Agent-to-Agent communication, or REST/gRPC services. ### When should I choose xiaohongshu-mcp over mcp-context-forge? Choose xiaohongshu-mcp over mcp-context-forge when xiaohongshu-mcp is primarily Go; mcp-context-forge is Python; Pricing: The pricing model and licensing information for xiaohongshu-mcp is not provided.; Requirements: There are no explicit RAM requirements mentioned.; While Docker might be beneficial for deployment in some microservices architectures, it's not a listed requirement.; Tags unique to xiaohongshu-mcp: mcp, mcp-server, xiaohongshu-mcp; - When working with microservices architecture and the need arises to manage these services effectively within xiaohongshu.com environment. ### When should I avoid mcp-context-forge? When only REST API support is required, without additional functionality such as MCP or A2A services. For applications that do not benefit from centralized discovery and management features for AI agents, preferring more decentralized approaches to development. If your project is built in a language other than Python and integration with third-party plugins is unnecessary. ### When should I avoid xiaohongshu-mcp? - Avoid using xiaohongshu-mcp for systems or environments unrelated to xiaohongshu.com as it is tailored specifically to meet needs within its own ecosystem - Do not use if you are not familiar with Go, given the control plane's implementation language may require proficiency in Go for effective utilization ### Is mcp-context-forge or xiaohongshu-mcp more popular on GitHub? xiaohongshu-mcp has more GitHub stars (15,475 vs 4,368). Stars measure visibility, not whether either tool fits your constraints. ### Are mcp-context-forge and xiaohongshu-mcp open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to mcp-context-forge or xiaohongshu-mcp? GraphCanon lists graph-backed alternatives at [mcp-context-forge alternatives](/tools/ibm-mcp-context-forge/alternatives) and [xiaohongshu-mcp alternatives](/tools/xpzouying-xiaohongshu-mcp/alternatives) ([mcp-context-forge markdown twin](/tools/ibm-mcp-context-forge/alternatives.md), [xiaohongshu-mcp markdown twin](/tools/xpzouying-xiaohongshu-mcp/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/ibm-mcp-context-forge-vs-xpzouying-xiaohongshu-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, mcp-context-forge or xiaohongshu-mcp? mcp-context-forge: Very active. xiaohongshu-mcp: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for mcp-context-forge and xiaohongshu-mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [mcp-context-forge trust report](/tools/ibm-mcp-context-forge/trust); [xiaohongshu-mcp trust report](/tools/xpzouying-xiaohongshu-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ibm-mcp-context-forge`](/api/graphcanon/graph?tool=ibm-mcp-context-forge) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_