spring-ai-dify-mcp-server

A Spring AI integration that provides an MCP (Model Context Protocol) server to connect Dify workflow/agents into applications via Spring AI.

Evaluated Apr 04, 2026 (16d ago)
Repo ↗ Automation mcp spring-ai dify java agent-tools integration
⚙ Agent Friendliness
31
/ 100
Can an agent use this?
🔒 Security
44
/ 100
Is it safe for agents?
⚡ Reliability
15
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
45
Documentation
30
Error Messages
0
Auth Simplicity
40
Rate Limits
10

🔒 Security

TLS Enforcement
60
Auth Strength
40
Scope Granularity
20
Dep. Hygiene
50
Secret Handling
50

No repo details on TLS enforcement, auth mechanisms, scope granularity, or secret handling were provided. Treat as requiring verification in the code/docs before production use.

⚡ Reliability

Uptime/SLA
0
Version Stability
20
Breaking Changes
20
Error Recovery
20
AF Security Reliability

Best When

You want to use an MCP client/agent framework and need Dify-backed capabilities wrapped for tool calling via Spring AI.

Avoid When

You cannot provide or verify the MCP server configuration, endpoints, and error semantics from available documentation (not provided in the input).

Use Cases

  • • Expose Dify workflows to an MCP-capable agent runtime via Spring AI integration
  • • Create agent tools that trigger or utilize Dify flows from an MCP client
  • • Prototype agentic pipelines that delegate parts of reasoning/execution to Dify

Not For

  • • Production deployments requiring guaranteed enterprise SLAs or documented operational guarantees (not evidenced in provided data)
  • • Environments where MCP is not supported or where only REST/SDK access is permitted

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes
SDK
No
Webhooks
No

Authentication

OAuth: No Scopes: No

No authentication method details were provided in the supplied repository metadata.

Pricing

Free tier: No
Requires CC: No

Pricing cannot be determined from the provided data.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • ⚠ Authentication/configuration details are not present in the provided data, so agent setup may require additional documentation review
  • ⚠ Tool semantics (inputs/outputs, retries, and failure modes) for the MCP server are not evidenced here

Alternatives

Direct Dify API integration (via REST) Use a dedicated MCP server for Dify (if available) Build a custom adapter tool that calls Dify APIs from your agent framework

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API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-04-04.

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