Field-by-field comparison

Compare the evidence before choosing an MCP.

Each signal stays separate, missing facts remain visible, and the column order follows your selection.

MCPs in this comparison

Uncheck an MCP to remove it. Comparing two or three keeps each signal in its own row.

Open canonical comparison link

Comparable alternatives

Shown only when capability or industry context overlaps.

Side-by-side MCP evidence comparison
Evidence fieldMicrosoft Learn MCPShortlist candidateDocker MCP GatewayMCP100 Recommended
Task fit
Best for
  • Ground coding and product questions in current Microsoft Learn documentation and code samples
  • Microsoft users who need to ground coding and product questions in current microsoft learn documentation and code samples.
  • 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
  • This is a public documentation retrieval service, not authenticated Azure or Microsoft 365 administration. Microsoft notes that tool interfaces may evolve dynamically.
  • Users who need only one simple remote MCP endpoint
  • Hosts where Docker Desktop or Docker Engine cannot run
Avoid when
  • This is a public documentation retrieval service, not authenticated Azure or Microsoft 365 administration. Microsoft notes that tool interfaces may evolve dynamically.
  • 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

Microsoft · Publisher source ↗

First-party MCP

Docker · Publisher source ↗

Maintenance
Maintenance details

Repo: Not documented

Package: Not documented

Repo: Sep 23, 2026

Package: Not documented

Popularity evidence
GitHub starsNot documented

1,581

GitHub stars · checked 2026-09-24T04:14:26.324000Z

Shared repository stars

1,950

Shared repository stars (not MCP-specific) · checked 2026-10-20

Not documented
Shared-package downloads / 30 days

1,656

shared-package downloads / 30 days (not MCP-specific) · checked 2026-10-20

Not documented
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
AuthenticationNo account is required for the public Microsoft Learn MCP endpoint.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.
CostNo separate fee or paid account requirement is documented for the public Microsoft Learn MCP endpoint.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.
PermissionsThe MCP is limited to public Microsoft Learn documentation/code-sample retrieval rather than authenticated Azure or Microsoft 365 administration.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 handlingNot documented in the reviewed sources. The reviewed Microsoft Learn MCP reference does not state an MCP-specific retention or training policy.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
  • Shortlist evidence is sufficient for identity, setup and task value; authenticated runtime tool-schema measurement and exhaustive security certification remain out of scope.
  • 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 contextThis is a low-side-effect public documentation retrieval MCP. The main risk is relying on incomplete/outdated documentation or code examples without validating them against the user's environment.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 review2026-10-192026-07-24
Candidate evidence2026-10-202026-09-24T04:25:05.554391Z

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

Read the evidence method →