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Side-by-side MCP evidence comparison
Evidence fieldFastMCPMCP100 SelectedDocker MCP GatewayMCP100 Selected
Task fit
Best for
  • Building MCP servers or clients in Python with a higher-level framework
  • Teams that want built-in auth/deployment helpers instead of wiring the protocol from scratch
  • Running multiple MCP servers behind one stdio connection
  • Isolating catalog MCP servers in containers with restricted privileges and resources
  • Centralizing server profiles, secrets, OAuth, logs, and call traces
Not ideal for
  • Projects that want only the minimal official protocol SDK
  • Teams that need another language runtime
  • Users who need only one simple remote MCP endpoint
  • Hosts where Docker Desktop or Docker Engine cannot run
Avoid when
  • You require the smallest possible dependency surface
  • You expect the framework itself to make unsafe tools safe automatically
  • You cannot review every downstream MCP server and profile permission
  • The agent must not be able to discover or add tools dynamically
  • Container isolation is being treated as protection from an over-privileged downstream credential
Provenance
Provenance details

First-party MCP

Prefect Technologies, Inc. / PrefectHQ · Publisher source ↗

First-party MCP

Docker · Publisher source ↗

Maintenance
Maintenance details

Repo: Not documented

Package: Not documented

Repo: Aug 13, 2026

Package: Not documented

Popularity evidence
GitHub starsNot documented

1,529

GitHub stars · checked 2026-08-14T18:46:26.000Z

Client coverage
Client coverage detailsNot documented
Claude Code✓ Local stdio
Claude Desktop✓ Local stdio
Codex✓ Local stdio
VS Code✓ Local stdio
Cursor✓ Local stdio
OpenCode✓ Local stdio
Client coverage noteLocal stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
AuthenticationFramework authentication is application-defined; FastMCP documents authentication/deployment helpers but does not impose one universal auth model.The gateway handles downstream server credentials and OAuth flows. The client connects locally over stdio by running `docker mcp gateway run`, optionally with a named profile.
CostOpen-source framework; external APIs, hosting, models, or databases used by an application may have separate costs.The open-source gateway documents no standalone usage fee. Docker Desktop licensing, Docker AI Governance invite-only features, container infrastructure, downstream MCP services, and AI-client charges may apply.
PermissionsPermissions are defined by the server or client application built with FastMCP; the framework itself does not grant external-service privileges.The gateway exposes the servers and tools included in the selected profile. It starts catalog servers in containers with restricted privileges, network access, and resource usage, injects configured secrets, and can support OAuth. Dynamic MCP can additionally expose tools that discover, add, configure, remove, and execute servers during a session.
Data handlingData handled by a FastMCP app depends on the tools/resources/prompts the developer exposes and on the configured transport.Tool requests and results pass through the local gateway to downstream MCP containers or remote services. Docker documents built-in logging and call tracing. Credentials are managed and injected by the gateway; downstream servers can still receive data and reach networks allowed by their configuration.
Limitations
Tradeoffs
  • Higher-level convenience adds framework-specific abstractions beyond the official SDK
  • Application security still depends on the tools, credentials, and transports you configure
  • Gateway isolation improves lifecycle and credential management but adds Docker runtime complexity and local resource use.
  • The MCP Toolkit is documented as Beta, and Dynamic MCP is experimental.
  • The gateway reduces direct host privileges, but network access and injected credentials still let downstream servers affect external systems.
Risk contextMedium. Treat FastMCP as infrastructure: validate auth, tool input handling, secrets, network exposure, and downstream side effects in each deployment.Gateway safety is only as strong as the selected profile, catalog provenance, tool filters, network policy, and downstream credentials. Disable experimental Dynamic MCP unless required, use narrow profiles, verify signatures where available, inspect traces, and treat each downstream server as a separate trust decision. This review does not claim MCP100 execution testing.
Evidence date
Editorial review2026-09-112026-07-24
Candidate evidence2026-09-11T00:00:00.000Z2026-08-14T18:46:26.000Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

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