--- title: "grafbase vs mcp-context-forge" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/grafbase-grafbase-vs-ibm-mcp-context-forge" tools: ["grafbase-grafbase", "ibm-mcp-context-forge"] --- # grafbase vs mcp-context-forge *GraphCanon updated Aug 26, 2026* ## Verdict Pick grafbase if grafbase, an enterprise-grade GraphQL Federation Gateway in Rust and WebAssembly for integrating AI models via API; 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. [grafbase](https://the-guild.dev/graphql/hive/blog/acquired-grafbase) reports 1.2k GitHub stars, 71 forks, and 13 open issues, last pushed Jul 1, 2026. [mcp-context-forge](https://ibm.github.io/mcp-context-forge/) has 4.4k stars, 837 forks, and 1.2k open issues, last pushed Aug 25, 2026. Figures are from public GitHub metadata via [grafbase's repository](https://github.com/grafbase/grafbase) and [mcp-context-forge's repository](https://github.com/IBM/mcp-context-forge). | | [grafbase](/tools/grafbase-grafbase.md) | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | | --- | --- | --- | | Tagline | GraphQL Federation Gateway for AI APIs in Rust and WebAssembly | AI Gateway and registry for MCP, A2A, REST/gRPC APIs | | Stars | 1,230 | 4,368 | | Forks | 71 | 837 | | Open issues | 13 | 1,187 | | Language | Rust | Python | | Adopt for | Grafbase, an enterprise-grade GraphQL Federation Gateway in Rust and WebAssembly for integrating AI models via API. | 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. | | Persona | - | - | | Runtime | - | - | | License | MPL-2.0 | Available under the Apache License 2.0 | | Categories | Developer Tools | Developer Tools, Evaluation & Observability, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [grafbase](/tools/grafbase-grafbase.md) | [mcp-context-forge](/tools/ibm-mcp-context-forge.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 25d | 0d | | Open issues (now) | 13 | 1.2k | | Stars delta | Unknown | +225 (30d) | | Open issues delta | Unknown | +29 (30d) | | Full report | [trust report](/tools/grafbase-grafbase/trust.md) | [trust report](/tools/ibm-mcp-context-forge/trust.md) | ## Decision facts: grafbase - **Hosting:** self hosted - Grafbase operates as a self-hosted solution, giving users full control over their GraphQL gateway and associated services. - **Adopt for:** Grafbase, an enterprise-grade GraphQL Federation Gateway in Rust and WebAssembly for integrating AI models via API. ## 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 ## Choose when ### Choose grafbase if… - grafbase is primarily Rust; mcp-context-forge is Python. - License: grafbase is MPL-2.0, mcp-context-forge is Apache-2.0. - Grafbase operates as a self-hosted solution, giving users full control over their GraphQL gateway and associated services. - Tags unique to grafbase: ai, api, graphql, rust. - You require an enterprise-level GraphQL gateway with support for Rust and WebAssembly to integrate advanced AI APIs. ### Choose mcp-context-forge if… - mcp-context-forge is primarily Python; grafbase is Rust. - License: mcp-context-forge is Apache-2.0, grafbase is MPL-2.0. - 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. - mcp-context-forge ships Docker support for self-hosted deployment. - When you need to integrate multiple APIs using a unified endpoint with support for MCP, Agent-to-Agent communication, or REST/gRPC services. ## When NOT to use grafbase - You do not require advanced federation capabilities or specific use of Rust and WebAssembly in your GraphQL implementation. - If your project has limited scalability needs and can suffice with simpler, monolithic GraphQL service solutions. - When seeking a platform with broader language support rather than focusing primarily on Rust and WebAssembly. ## 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. ## Common questions ### What is the difference between grafbase and mcp-context-forge? grafbase: GraphQL Federation Gateway for AI APIs in Rust and WebAssembly. mcp-context-forge: AI Gateway and registry for MCP, A2A, REST/gRPC APIs. See the comparison table for live GitHub stats and shared categories. ### When should I choose grafbase over mcp-context-forge? Choose grafbase over mcp-context-forge when grafbase is primarily Rust; mcp-context-forge is Python; License: grafbase is MPL-2.0, mcp-context-forge is Apache-2.0; Grafbase operates as a self-hosted solution, giving users full control over their GraphQL gateway and associated services; Tags unique to grafbase: ai, api, graphql, rust; You require an enterprise-level GraphQL gateway with support for Rust and WebAssembly to integrate advanced AI APIs. ### When should I choose mcp-context-forge over grafbase? Choose mcp-context-forge over grafbase when mcp-context-forge is primarily Python; grafbase is Rust; License: mcp-context-forge is Apache-2.0, grafbase is MPL-2.0; 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; mcp-context-forge ships Docker support for self-hosted deployment; 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 avoid grafbase? You do not require advanced federation capabilities or specific use of Rust and WebAssembly in your GraphQL implementation. If your project has limited scalability needs and can suffice with simpler, monolithic GraphQL service solutions. When seeking a platform with broader language support rather than focusing primarily on Rust and WebAssembly. ### 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. ### Is grafbase or mcp-context-forge more popular on GitHub? mcp-context-forge has more GitHub stars (4,368 vs 1,230). Stars measure visibility, not whether either tool fits your constraints. ### Are grafbase and mcp-context-forge open source? Yes - both are open-source projects on GitHub (grafbase: MPL-2.0, mcp-context-forge: Apache-2.0). ### Where can I find alternatives to grafbase or mcp-context-forge? GraphCanon lists graph-backed alternatives at [grafbase alternatives](/tools/grafbase-grafbase/alternatives) and [mcp-context-forge alternatives](/tools/ibm-mcp-context-forge/alternatives) ([grafbase markdown twin](/tools/grafbase-grafbase/alternatives.md), [mcp-context-forge markdown twin](/tools/ibm-mcp-context-forge/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/grafbase-grafbase-vs-ibm-mcp-context-forge.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, grafbase or mcp-context-forge? grafbase: Active. mcp-context-forge: 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 grafbase and mcp-context-forge? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [grafbase trust report](/tools/grafbase-grafbase/trust); [mcp-context-forge trust report](/tools/ibm-mcp-context-forge/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=grafbase-grafbase`](/api/graphcanon/graph?tool=grafbase-grafbase) - 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/_