Comparison
grafbase vs mcp-context-forge
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.
Markdown twin · grafbase alternatives · mcp-context-forge alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | grafbase | mcp-context-forge |
|---|---|---|
| Maintenance | Active (25d since push) As of 4w · github_public_v1 | Very active (1d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- grafbase
- GraphQL Federation Gateway for AI APIs in Rust and WebAssembly
- mcp-context-forge
- AI Gateway and registry for MCP, A2A, REST/gRPC APIs
Stars
- grafbase
- 1.2k
- mcp-context-forge
- 4.1k
Forks
- grafbase
- 71
- mcp-context-forge
- 772
Open issues
- grafbase
- 13
- mcp-context-forge
- 1.2k
Language
- grafbase
- Rust
- mcp-context-forge
- Python
Adopt for
- grafbase
- Grafbase, an enterprise-grade GraphQL Federation Gateway in Rust and WebAssembly for integrating AI models via API.
- mcp-context-forge
- 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
- grafbase
- -
- mcp-context-forge
- -
Runtime
- grafbase
- -
- mcp-context-forge
- -
License
- grafbase
- MPL-2.0
- mcp-context-forge
- Available under the Apache License 2.0
Last pushed
- grafbase
- Jul 1, 2026
- mcp-context-forge
- Jul 25, 2026
Categories
- grafbase
- Developer Tools
- mcp-context-forge
- Developer Tools, Evaluation & Observability, Inference & Serving
Trust and health
Maintenance
- grafbase
- Active (82%)
- mcp-context-forge
- Very active (96%)
Days since push
- grafbase
- 25d
- mcp-context-forge
- 1d
Open issues (now)
- grafbase
- 13
- mcp-context-forge
- 1.2k
Full report
- grafbase
- Trust report
- mcp-context-forge
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (grafbase/grafbase) · observed Jul 27, 2026
- GitHub forks (grafbase/grafbase) · observed Jul 27, 2026
- Last push (grafbase/grafbase) · observed Jul 1, 2026
- License file (MPL-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (IBM/mcp-context-forge) · observed Jul 26, 2026
- GitHub forks (IBM/mcp-context-forge) · observed Jul 26, 2026
- Last push (IBM/mcp-context-forge) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: grafbase 1.2k · mcp-context-forge 4.1k (synced Jul 27, 2026).
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 (4,143 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 and mcp-context-forge alternatives (grafbase markdown twin, mcp-context-forge markdown twin), 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 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; mcp-context-forge trust report.