Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects Payload MCP $1 ⚠️ **Work in Progress** This repository is under active development and not yet feature-complete. APIs, configurations, and CLI commands may change without notice. Use at your own risk! A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects. Overview Payload MCP (Model Context Protocol) is a specialized 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
@ngyngcphu/payload-mcp 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
A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects Payload MCP $1 ⚠️ **Work in Progress** This repository is under active development and not yet feature-complete. APIs, configurations, and CLI commands may change without notice. Use at your own risk! A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects. Overview Payload MCP (Model Context Protocol) is a specialized
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Ngyngcphu
Artifacts
0
Benchmarks
0
Last release
0.1.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/ngyngcphu/payload-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Ngyngcphu
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
5 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
npm install -g @ngyngcphu/payload-mcp
json
{
"mcpServers": {
"@ngyngcphu/payload-mcp": {
"command": "npx",
"args": ["@ngyngcphu/payload-mcp"]
}
}
}bash
npx @ngyngcphu/payload-mcp
typescript
// Example: Generate a simple blog post collection
const options = {
name: "Post",
slug: "posts",
fields: [
{ name: "title", type: "text", required: true },
{ name: "content", type: "richText" },
{ name: "status", type: "select", options: ["draft", "published"] }
],
timestamps: true,
auth: false
};
// The AI would use the generate_template tool with these options
// Result would be a complete collection configuration filetypescript
// Example: Validate a query for the posts collection
const query = {
where: {
status: {
equals: "published"
},
createdAt: {
greater_than: "2023-01-01"
}
},
sort: "-createdAt",
limit: 10
};
// The AI would use the validate_query tool with this query
// Result would indicate if the query is valid and properly formattedtypescript
// Example: Create a new Payload CMS project for a blog
const options = {
name: "My Blog",
collections: ["posts", "categories", "authors"],
authentication: true,
admin: {
customization: true
},
database: "mongodb"
};
// The AI would use the create_project tool with these options
// Result would be instructions for setting up a complete projectFull documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects Payload MCP $1 ⚠️ **Work in Progress** This repository is under active development and not yet feature-complete. APIs, configurations, and CLI commands may change without notice. Use at your own risk! A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects. Overview Payload MCP (Model Context Protocol) is a specialized
⚠️ Work in Progress
This repository is under active development and not yet feature-complete. APIs, configurations, and CLI commands may change without notice. Use at your own risk!
A powerful Model Context Protocol (MCP) server for Payload CMS that enables AI assistants to help you develop, manage, and extend your Payload CMS projects.
Payload MCP (Model Context Protocol) is a specialized server that connects AI assistants to your Payload CMS development workflow. It provides a set of tools for generating code, validating components, scaffolding projects, and performing specialized queries - all accessible to AI agents through the standardized Model Context Protocol.
This project implements an MCP server that can be run locally to provide AI assistants with capabilities specifically tailored for Payload CMS development, making it easier to:
Install the package:
npm install -g @ngyngcphu/payload-mcp
Configure your MCP client (e.g., Cursor) by adding this to your mcp.json:
{
"mcpServers": {
"@ngyngcphu/payload-mcp": {
"command": "npx",
"args": ["@ngyngcphu/payload-mcp"]
}
}
}
The server will start automatically when needed by your MCP client. The default port is 3001.
If you want to start the server manually:
npx @ngyngcphu/payload-mcp
Payload MCP provides four categories of tools:
Generate boilerplate code for Payload CMS components:
| Tool | Description |
|------|-------------|
| collection | Generate a Payload collection with fields, hooks, and access control |
| field | Generate a field configuration for collections |
| config | Generate a Payload configuration file |
| access-control | Generate access control functions |
| hook | Generate before/after hooks for collections |
| endpoint | Generate custom API endpoints |
| plugin | Generate a Payload plugin |
| block | Generate a block for the Payload block field type |
| migration | Generate a database migration |
| component | Generate a React component for the admin panel |
Tools for querying and analyzing your Payload CMS codebase:
| Tool | Description |
|------|-------------|
| validate_query | Validate and format Payload queries |
| get_query_suggestions | Get suggestions for Payload queries based on your collections |
| format_response | Format the response from a Payload query |
Tools for scaffolding new Payload CMS projects:
| Tool | Description |
|------|-------------|
| create_project | Create a new Payload CMS project with recommended structure |
| add_feature | Add a feature to an existing Payload CMS project |
| setup_authentication | Configure authentication for a Payload CMS project |
| setup_deployment | Configure deployment settings for various platforms |
Tools for validating your Payload CMS components:
| Tool | Description |
|------|-------------|
| validate_collection | Validate a collection configuration |
| validate_field | Validate a field configuration |
| validate_access_control | Validate access control rules |
| validate_hook | Validate a hook implementation |
// Example: Generate a simple blog post collection
const options = {
name: "Post",
slug: "posts",
fields: [
{ name: "title", type: "text", required: true },
{ name: "content", type: "richText" },
{ name: "status", type: "select", options: ["draft", "published"] }
],
timestamps: true,
auth: false
};
// The AI would use the generate_template tool with these options
// Result would be a complete collection configuration file
// Example: Validate a query for the posts collection
const query = {
where: {
status: {
equals: "published"
},
createdAt: {
greater_than: "2023-01-01"
}
},
sort: "-createdAt",
limit: 10
};
// The AI would use the validate_query tool with this query
// Result would indicate if the query is valid and properly formatted
// Example: Create a new Payload CMS project for a blog
const options = {
name: "My Blog",
collections: ["posts", "categories", "authors"],
authentication: true,
admin: {
customization: true
},
database: "mongodb"
};
// The AI would use the create_project tool with these options
// Result would be instructions for setting up a complete project
Payload MCP can be configured by modifying the following files:
package.json: Update the name, version, and other metadataindex.ts: Change the default port (3001) if neededserver/index.ts: Configure server options such as the MCP server nameA typical workflow using Payload MCP might look like this:
Start the MCP Server:
npm start
Connect Your AI Assistant:
Configure your AI assistant to use the MCP server at http://localhost:3001/
Request Generation: Ask your AI assistant to generate a new collection for your Payload CMS project
Review & Integrate: Review the generated code and integrate it into your Payload CMS project
Validate: Use the validation tools to ensure your implementation is correct
Iterate: Continue developing with the help of your AI assistant and the MCP tools
Contributions are welcome! Please feel free to submit a Pull Request.
If you encounter any issues or have questions, please file an issue on the GitHub repository.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/ngyngcphu/payload-mcp#input",
"outputSchemaRef": "https://github.com/ngyngcphu/payload-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:49.429Z",
"sourceUpdatedAt": "2026-02-24T19:44:49.429Z",
"freshnessSeconds": 4431394
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:41:24.209Z"
}
},
"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": "payload-cms",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "code-generation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "scaffolding",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "validation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:payload-cms|supported|profile capability:mcp|supported|profile capability:ai|supported|profile capability:code-generation|supported|profile capability:scaffolding|supported|profile capability:validation|supported|profile 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://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:49.429Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:49.429Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/ngyngcphu/payload-mcp#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:49.429Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Ngyngcphu",
"href": "https://github.com/ngyngcphu/payload-mcp#readme",
"sourceUrl": "https://github.com/ngyngcphu/payload-mcp#readme",
"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/ngyngcphu/payload-mcp",
"sourceUrl": "https://github.com/ngyngcphu/payload-mcp",
"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://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ngyngcphu-payload-mcp/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
}
]Sponsored
Ads related to @ngyngcphu/payload-mcp and adjacent AI workflows.