How should dify-mcp-server be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

dify-mcp-server answer-first brief

Dify MCP Server Dify MCP Server $1 | $1 A TypeScript-based MCP (Model Context Protocol) server that connects the MCP Client to Dify applications. This server dynamically exposes Dify applications as tools that can be used directly within the MCP Client. Overview This server implements the Model Context Protocol to bridge between MCP Client and Dify applications. It dynamically fetches application specifications from Dify APIs and ex Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

dify-mcp-server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 93/100

dify-mcp-server

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal5 GitHub stars

Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

5 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Zhuzhoulin

Artifacts

Benchmarks

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/zhuzhoulin/dify-mcp-server.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Zhuzhoulin

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

5 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

git clone https://github.com/zhuzhoulin/dify-mcp-server.git
cd dify-mcp-server

bash

npm install

bash

npm run build

json

{
  "mcpServers": {
    "dify-mcp-server": {
      "command": "node",
      "args": [
        "/path/to/dify-mcp-server/build/index.js"
      ],
      "env": {
        "AGENT_API_KEYS": "key1,key2,key3",
        "BASE_URL": "https://api.dify.ai",
        "TIMEOUT": "60000"
      }
    }
  }
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

Dify MCP Server

English | 中文

A TypeScript-based MCP (Model Context Protocol) server that connects the MCP Client to Dify applications. This server dynamically exposes Dify applications as tools that can be used directly within the MCP Client.

Overview

This server implements the Model Context Protocol to bridge between MCP Client and Dify applications. It dynamically fetches application specifications from Dify APIs and exposes them as MCP tools. The server allows users to interact with multiple Dify applications through a unified interface within the MCP Client.

Features

Dynamic Dify Integration

Connects to multiple Dify applications using API keys
Automatically fetches application metadata and parameters
Dynamically generates tool interfaces based on Dify application specifications
Supports various input types including text, paragraphs, and select dropdowns

Request Handling

Robust error handling with request retries
Support for both blocking and streaming response modes
JSON BigInt handling for large numeric values

Configuration

API keys configured through environment variables
Configurable base URL and timeout settings
Fallback to default values when environment variables are not available

Installation

Prerequisites

Node.js (v16 or higher)
npm or yarn

Setup

Clone the repository

git clone https://github.com/zhuzhoulin/dify-mcp-server.git
cd dify-mcp-server

Install dependencies

npm install

Build the project

npm run build

Integration with Windsurf IDE

To use with Windsurf IDE, add the server config to your MCP settings:

{
  "mcpServers": {
    "dify-mcp-server": {
      "command": "node",
      "args": [
        "/path/to/dify-mcp-server/build/index.js"
      ],
      "env": {
        "AGENT_API_KEYS": "key1,key2,key3",
        "BASE_URL": "https://api.dify.ai",
        "TIMEOUT": "60000"
      }
    }
  }
}

Environment Variables

AGENT_API_KEYS: Comma-separated list of Dify API keys
BASE_URL: Base URL for Dify API(default:https://api.dify.ai)
TIMEOUT: Request timeout in milliseconds (default: 60000)

How to get Environment Variables

API密钥(AGENT_API_KEYS)：多个以,分割

1744026439630

1744026494831

Usage

Once configured, the Dify MCP Server will:

Connect to the specified Dify applications using the provided API keys
Fetch application metadata and parameter specifications
Generate MCP tool interfaces based on the Dify application configurations
Make these tools available within the Windsurf IDE

Each Dify application will be exposed as a separate tool with a name format of dify_app_info_{application_name}.

Development

Available Scripts

npm run build: Build the project
npm run prepare: Prepare the project for distribution
npm run watch: Watch for changes and rebuild
npm run inspector: Run the MCP inspector for debugging

Project Structure

src/index.ts: Main server implementation
src/request.ts: HTTP client for Dify API communication
src/type.ts: TypeScript interfaces for Dify API

Troubleshooting

If you encounter issues:

Verify your API keys are correct and have the necessary permissions
Check that the BASE_URL is accessible from your environment
Review server logs for detailed error messages
Ensure the Dify applications are properly configured and accessible

License

This project is licensed under the terms specified in the LICENSE file.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Yes

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript, streaming

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

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Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript",
    "streaming"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": true,
  "inputSchemaRef": "https://github.com/zhuzhoulin/dify-mcp-server#input",
  "outputSchemaRef": "https://github.com/zhuzhoulin/dify-mcp-server#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:46.595Z",
  "sourceUpdatedAt": "2026-02-24T19:46:46.595Z",
  "freshnessSeconds": 19550277
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T02:24:43.929Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.595Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.595Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/zhuzhoulin/dify-mcp-server#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:46.595Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Zhuzhoulin",
    "href": "https://github.com/zhuzhoulin/dify-mcp-server",
    "sourceUrl": "https://github.com/zhuzhoulin/dify-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "5 GitHub stars",
    "href": "https://github.com/zhuzhoulin/dify-mcp-server",
    "sourceUrl": "https://github.com/zhuzhoulin/dify-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-zhuzhoulin-dify-mcp-server/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]