Comparison
arcade-mcp vs MCP-Bridge
Verdict
Pick arcade-mcp if arcade-MCP is an MCP Server Framework and Tool Development Library specifically built for incorporating custom capabilities into AI agents using the Model Context Protocol; pick MCP-Bridge if mCP-Bridge facilitates integration of MCP tools with systems expecting an OpenAI API interface via Python.
Markdown twin · arcade-mcp alternatives · MCP-Bridge alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | arcade-mcp | MCP-Bridge |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4w · github_public_v1 | Slowing (230d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal 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
- arcade-mcp
- MCP Server Framework and Tool Development Library for Custom Agent Capabilities
- MCP-Bridge
- A middleware for an openAI compatible endpoint to call MCP tools
Stars
- arcade-mcp
- 981
- MCP-Bridge
- 928
Forks
- arcade-mcp
- 101
- MCP-Bridge
- 117
Open issues
- arcade-mcp
- 16
- MCP-Bridge
- 36
Language
- arcade-mcp
- Python
- MCP-Bridge
- Python
Adopt for
- arcade-mcp
- Arcade-MCP is an MCP Server Framework and Tool Development Library specifically built for incorporating custom capabilities into AI agents using the Model Context Protocol.
- MCP-Bridge
- MCP-Bridge facilitates integration of MCP tools with systems expecting an OpenAI API interface via Python.
Persona
- arcade-mcp
- -
- MCP-Bridge
- -
Runtime
- arcade-mcp
- -
- MCP-Bridge
- -
License
- arcade-mcp
- MIT
- MCP-Bridge
- MIT
Last pushed
- arcade-mcp
- Jul 26, 2026
- MCP-Bridge
- Dec 8, 2025
Categories
- arcade-mcp
- AI Agents
- MCP-Bridge
- Inference & Serving
Trust and health
Maintenance
- arcade-mcp
- Very active (96%)
- MCP-Bridge
- Slowing (36%)
Days since push
- arcade-mcp
- 0d
- MCP-Bridge
- 230d
Open issues (now)
- arcade-mcp
- 16
- MCP-Bridge
- 36
Owner type
- arcade-mcp
- Organization
- MCP-Bridge
- User
Full report
- arcade-mcp
- Trust report
- MCP-Bridge
- Trust report
Choose arcade-mcp if…
- Requirements: Min 4 GB RAM.
- Tags unique to arcade-mcp: arcade-ai, mcp-framework, python.
- Also covers AI Agents.
- When you need to build detailed, custom interactions between your AI agent and a structured environment that requires specific context management capabilities through the MCP protocol.
When NOT to use arcade-mcp
- If your project does not involve interaction with an environment that relies on the Model Context Protocol for its core functionality, Arcade-MCP may offer unnecessary complexity.
- When working in environments where direct support and integration of tools are crucial, arcade-mcp might have less support compared to more mainstream AI agent frameworks.
Choose MCP-Bridge if…
- Tags unique to MCP-Bridge: claude, mcp, openai.
- Also covers Inference & Serving.
- MCP-Bridge ships Docker support for self-hosted deployment.
- When needing to interact with MCP tools through an OpenAI-compatible endpoint
When NOT to use MCP-Bridge
- If your system can natively support and communicate directly with MCP protocols without API translation
- For scenarios where OpenAI compatibility is not required, as using MCP-Bridge would introduce unnecessary complexity
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ArcadeAI/arcade-mcp) · observed Jul 27, 2026
- GitHub forks (ArcadeAI/arcade-mcp) · observed Jul 27, 2026
- Last push (ArcadeAI/arcade-mcp) · observed Jul 26, 2026
- License file (MIT) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (SecretiveShell/MCP-Bridge) · observed Jul 27, 2026
- GitHub forks (SecretiveShell/MCP-Bridge) · observed Jul 27, 2026
- Last push (SecretiveShell/MCP-Bridge) · observed Dec 8, 2025
- License file (MIT) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: arcade-mcp 981 · MCP-Bridge 928 (synced Jul 27, 2026).
Common questions
- What is the difference between arcade-mcp and MCP-Bridge?
- arcade-mcp: MCP Server Framework and Tool Development Library for Custom Agent Capabilities. MCP-Bridge: A middleware for an openAI compatible endpoint to call MCP tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose arcade-mcp over MCP-Bridge?
- Choose arcade-mcp over MCP-Bridge when Requirements: Min 4 GB RAM; Tags unique to arcade-mcp: arcade-ai, mcp-framework, python; Also covers AI Agents; When you need to build detailed, custom interactions between your AI agent and a structured environment that requires specific context management capabilities through the MCP protocol.
- When should I choose MCP-Bridge over arcade-mcp?
- Choose MCP-Bridge over arcade-mcp when Tags unique to MCP-Bridge: claude, mcp, openai; Also covers Inference & Serving; MCP-Bridge ships Docker support for self-hosted deployment; When needing to interact with MCP tools through an OpenAI-compatible endpoint.
- When should I avoid arcade-mcp?
- If your project does not involve interaction with an environment that relies on the Model Context Protocol for its core functionality, Arcade-MCP may offer unnecessary complexity. When working in environments where direct support and integration of tools are crucial, arcade-mcp might have less support compared to more mainstream AI agent frameworks.
- When should I avoid MCP-Bridge?
- If your system can natively support and communicate directly with MCP protocols without API translation For scenarios where OpenAI compatibility is not required, as using MCP-Bridge would introduce unnecessary complexity
- Is arcade-mcp or MCP-Bridge more popular on GitHub?
- arcade-mcp has more GitHub stars (981 vs 928). Stars measure visibility, not whether either tool fits your constraints.
- Are arcade-mcp and MCP-Bridge open source?
- Yes - both are open-source projects on GitHub (arcade-mcp: MIT, MCP-Bridge: MIT).
- Where can I find alternatives to arcade-mcp or MCP-Bridge?
- GraphCanon lists graph-backed alternatives at arcade-mcp alternatives and MCP-Bridge alternatives (arcade-mcp markdown twin, MCP-Bridge 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, arcade-mcp or MCP-Bridge?
- arcade-mcp: Very active. MCP-Bridge: Slowing. 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 arcade-mcp and MCP-Bridge?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: arcade-mcp trust report; MCP-Bridge trust report.