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OpenClaw agent: zoho-creator-mcp-server Zoho MCPP Servers This repository contains Model Context Privacy Protocol (MCPP) server implementations for multiple Zoho services, allowing you to interact with Zoho APIs programmatically through enhanced MCP with advanced privacy controls. Available Servers This workspace includes three MCPP-enabled servers: 1. **Zoho Creator Server** (Port 8000) - Access Zoho Creator applications, forms, and reports 2. **Zoho CRM Published capability contract available. No trust telemetry is available yet. 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

zoho-creator-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

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Agent DossierGitHubSafety: 80/100

zoho-creator-mcp-server

OpenClaw agent: zoho-creator-mcp-server Zoho MCPP Servers This repository contains Model Context Privacy Protocol (MCPP) server implementations for multiple Zoho services, allowing you to interact with Zoho APIs programmatically through enhanced MCP with advanced privacy controls. Available Servers This workspace includes three MCPP-enabled servers: 1. **Zoho Creator Server** (Port 8000) - Access Zoho Creator applications, forms, and reports 2. **Zoho CRM

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Ajay Rg 8583

Artifacts

0

Benchmarks

0

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. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/ajay-rg-8583/mcpp-server.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 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

Ajay Rg 8583

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

git clone https://github.com/ajay-rg-8583/mcpp-server.git
cd mcpp-server

bash

npm install

bash

# Zoho API Configuration (Required)
ZOHO_CLIENT_ID=your_client_id_here
ZOHO_CLIENT_SECRET=your_client_secret_here
ZOHO_REDIRECT_URI=http://localhost:3000/oauth/callback

# MCPP Bypass Configuration (Optional)
# Set to 'true' to operate as normal MCP server (bypasses all MCPP privacy checks)
# Set to 'false' or omit to use full MCPP mode with sensitivity checks
BYPASS_MCPP_SENSITIVITY=false

# Server Ports (Optional - defaults provided)
MCP_PORT=8000

# Zoho Domain Configuration (Optional - defaults for India region)
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.in
ZOHO_API_DOMAIN=https://www.zohoapis.in

# Region-specific alternatives:
# US: https://accounts.zoho.com, https://www.zohoapis.com
# EU: https://accounts.zoho.eu, https://www.zohoapis.eu
# AU: https://accounts.zoho.com.au, https://www.zohoapis.com.au

json

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...",
  "expires_in": 3600,
  "token_type": "Bearer",
  "issued_at": 1692000000000
}

json

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...", 
  "expires_in": 3600,
  "token_type": "Bearer",
  "issued_at": 1692000000000
}

json

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...",
  "expires_in": 3600,
  "token_type": "Bearer", 
  "issued_at": 1692000000000,
  "organization_id": "12345678"
}

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

OpenClaw agent: zoho-creator-mcp-server Zoho MCPP Servers This repository contains Model Context Privacy Protocol (MCPP) server implementations for multiple Zoho services, allowing you to interact with Zoho APIs programmatically through enhanced MCP with advanced privacy controls. Available Servers This workspace includes three MCPP-enabled servers: 1. **Zoho Creator Server** (Port 8000) - Access Zoho Creator applications, forms, and reports 2. **Zoho CRM

Full README

Zoho MCPP Servers

This repository contains Model Context Privacy Protocol (MCPP) server implementations for multiple Zoho services, allowing you to interact with Zoho APIs programmatically through enhanced MCP with advanced privacy controls.

Available Servers

This workspace includes three MCPP-enabled servers:

  1. Zoho Creator Server (Port 8000) - Access Zoho Creator applications, forms, and reports
  2. Zoho CRM Server (Port 8001) - Manage CRM modules, records, and customer data
  3. Zoho Books Server (Port 8002) - Handle invoices, contacts, and financial data

Overview

The Zoho MCPP servers act as bridges between AI assistants that implement the Model Context Protocol (like Claude) and the Zoho APIs. These servers include enhanced privacy features through the Model Context Privacy Protocol (MCPP), providing:

  • ๐Ÿ”’ Enhanced Privacy Controls: Fine-grained data access validation
  • ๐Ÿค– LLM Target Support: Specialized policies for Language Model targets
  • ๐ŸŽฏ Unified Access Controls: Consistent framework for all target types
  • ๐Ÿ‘ค Consent Management: Asynchronous user consent workflows
  • ๐Ÿ“Š Hierarchical Data Usage: display < process < store < transfer validation
  • ๐Ÿ›ก๏ธ Target-Specific Policies: Customizable policies per target with metadata support

Prerequisites

  • Node.js (v18 or later)
  • npm (v8 or later)
  • Zoho account with API access for the services you want to use
  • Git

Getting Started

Clone the Repository

git clone https://github.com/ajay-rg-8583/mcpp-server.git
cd mcpp-server

Install Dependencies

npm install

Zoho API Setup

Before configuring the servers, you need to obtain API credentials from Zoho:

1. Create Zoho API Application

  1. Visit Zoho API Console: Go to https://api-console.zoho.in (or .com/.eu/.com.au for other regions)
  2. Create New Application: Click "Add Client" โ†’ "Self Client"
  3. Application Details:
    • Client Name: MCPP Server (or any name you prefer)
    • Homepage URL: http://localhost:3000
    • Authorized Redirect URIs: http://localhost:3000/oauth/callback

2. Configure Required Scopes

Each server requires specific API scopes:

For Creator Server:

  • ZohoCreator.dashboard.READ
  • ZohoCreator.meta.READ
  • ZohoCreator.form.CREATE
  • ZohoCreator.report.READ
  • ZohoCreator.report.UPDATE
  • ZohoCreator.report.DELETE

For CRM Server:

  • ZohoCRM.modules.ALL
  • ZohoCRM.settings.ALL
  • ZohoCRM.users.ALL

For Books Server:

  • ZohoBooks.fullaccess.ALL

3. Get Your Credentials

After creating the application:

  1. Client ID: Copy from the application details page
  2. Client Secret: Copy from the application details page
  3. Save these values - you'll need them in your .env file

Mandatory Files Setup

Before running any server, you need to create these mandatory files:

1. Environment Configuration File (.env)

Location: Root directory (/mcpp-server/.env)
Purpose: Contains API credentials and server configuration
Security: Add to .gitignore (already configured)

Create a .env file with the following structure:

# Zoho API Configuration (Required)
ZOHO_CLIENT_ID=your_client_id_here
ZOHO_CLIENT_SECRET=your_client_secret_here
ZOHO_REDIRECT_URI=http://localhost:3000/oauth/callback

# MCPP Bypass Configuration (Optional)
# Set to 'true' to operate as normal MCP server (bypasses all MCPP privacy checks)
# Set to 'false' or omit to use full MCPP mode with sensitivity checks
BYPASS_MCPP_SENSITIVITY=false

# Server Ports (Optional - defaults provided)
MCP_PORT=8000

# Zoho Domain Configuration (Optional - defaults for India region)
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.in
ZOHO_API_DOMAIN=https://www.zohoapis.in

# Region-specific alternatives:
# US: https://accounts.zoho.com, https://www.zohoapis.com
# EU: https://accounts.zoho.eu, https://www.zohoapis.eu
# AU: https://accounts.zoho.com.au, https://www.zohoapis.com.au

2. OAuth Credentials Files (Auto-generated)

These files are automatically created after authentication but need specific locations:

Creator Server Credentials

Location: Root directory (/mcpp-server/.zoho-creator-credentials.json)
Auto-generated after: node dist/zoho-creator-mcpp-server.js auth

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...",
  "expires_in": 3600,
  "token_type": "Bearer",
  "issued_at": 1692000000000
}

CRM Server Credentials

Location: Root directory (/mcpp-server/.zoho-crm-credentials.json)
Auto-generated after: node dist/zoho-crm-mcpp-server.js auth

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...", 
  "expires_in": 3600,
  "token_type": "Bearer",
  "issued_at": 1692000000000
}

Books Server Credentials

Location: Root directory (/mcpp-server/.zoho-books-credentials.json)
Auto-generated after: node dist/zoho-books-mcpp-server.js auth

{
  "access_token": "1000.xxx...",
  "refresh_token": "1000.yyy...",
  "expires_in": 3600,
  "token_type": "Bearer", 
  "issued_at": 1692000000000,
  "organization_id": "12345678"
}

3. VS Code Configuration (Optional but Recommended)

Debug Configuration (.vscode/launch.json)

Purpose: Enables debugging in VS Code

{
    "version": "0.2.0",
    "configurations": [
        {
            "type": "node",
            "request": "launch", 
            "name": "Debug Creator Server",
            "program": "${workspaceFolder}/dist/zoho-creator-mcpp-server.js",
            "runtimeExecutable": "/usr/local/bin/node",
            "preLaunchTask": "npm: build",
            "env": {"NODE_ENV": "development"}
        }
    ]
}

Tasks Configuration (.vscode/tasks.json)

Purpose: Defines build and run tasks

{
    "version": "2.0.0",
    "tasks": [
        {
            "label": "npm: build",
            "type": "shell",
            "command": "npm",
            "args": ["run", "build"],
            "group": "build"
        }
    ]
}

Quick Setup Checklist

  • [ ] Clone repository: git clone https://github.com/ajay-rg-8583/mcpp-server.git
  • [ ] Install dependencies: npm install
  • [ ] Create .env file with your Zoho API credentials
  • [ ] Build project: npm run build
  • [ ] Authenticate each server you plan to use:
    • [ ] Creator: node dist/zoho-creator-mcpp-server.js auth
    • [ ] CRM: node dist/zoho-crm-mcpp-server.js auth
    • [ ] Books: node dist/zoho-books-mcpp-server.js auth
  • [ ] Verify credentials files are created in root directory
  • [ ] Test server: npm run start:creator (or CRM/Books)

Security Best Practices

File Security

  • Never commit .env file or credential files to version control
  • Use different credentials for development and production environments
  • Regularly rotate API credentials and refresh tokens
  • Limit API scopes to only what your application needs

Environment Variables

# Good: Specific scopes
ZohoCreator.report.READ,ZohoCreator.form.CREATE

# Avoid: Overly broad permissions  
ZohoCreator.fullaccess.ALL

Credential File Permissions (Linux/macOS)

# Make credential files readable only by owner
chmod 600 .zoho-*-credentials.json
chmod 600 .env

Configuration

  1. Create a .env file in the root directory with the following variables (for Creator and CRM servers):
ZOHO_CLIENT_ID=your_client_id
ZOHO_CLIENT_SECRET=your_client_secret
ZOHO_REDIRECT_URI=http://localhost:3000/oauth/callback
MCP_PORT=8000  # Or 8001 for CRM
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.in
ZOHO_API_DOMAIN=https://zohoapis.in/creator  # Adjust for CRM

Credentials Storage:

  • Each server stores its OAuth tokens and org/account info in a separate credentials file in the project root:
    • .zoho-creator-credentials.json (for Creator)
    • .zoho-crm-credentials.json (for CRM)
    • .zoho-books-credentials.json (for Books)
  • These files are created automatically after you authenticate each server.
  • You do NOT need to set org IDs or tokens for any server in .env.

Service-Specific Setup

Each server requires specific configuration and scopes:

Zoho Creator Server

Zoho CRM Server

  • Port: 8001
  • Scopes: ZohoCRM.modules.ALL, ZohoCRM.settings.ALL, ZohoCRM.users.ALL
  • API Domain: https://www.zohoapis.in/crm/v8 (or .com for US)

Zoho Books Server

  • Port: 8002
  • Scopes: ZohoBooks.fullaccess.ALL
  • API Domain: https://www.zohoapis.in/books/v3
  • Credentials: Uses .zoho-books-credentials.json (auto-generated after authentication)

Authentication

Each server needs to be authenticated separately. This will launch the OAuth flow and save credentials to the appropriate JSON file:

# Authenticate Creator server (creates .zoho-creator-credentials.json)
node dist/zoho-creator-mcpp-server.js auth

# Authenticate CRM server (creates .zoho-crm-credentials.json)
node dist/zoho-crm-mcpp-server.js auth

# Authenticate Books server (creates .zoho-books-credentials.json)
node dist/zoho-books-mcpp-server.js auth

Start Individual Servers

# Start Creator server (port 8000)
npm run start:creator

# Start CRM server (port 8001)  
npm run start:crm

# Start Books server (port 8002)
npm run start:books

# Start all servers simultaneously
npm run start:all

VS Code Integration

This workspace includes VS Code tasks for easy server management:

  1. Open Command Palette (Cmd+Shift+P)
  2. Type "Tasks: Run Task"
  3. Select from available tasks:
    • Run Creator Server - Starts Zoho Creator MCPP server
    • Run Books Server - Starts Zoho Books MCPP server
    • Or use the existing CRM server task

Debug Mode

# Debug individual servers with inspection
npm run debug:creator  # Port 9229
npm run debug:crm      # Port 9230  
npm run debug:books    # Port 9231

MCPP Protocol Features

Enhanced Privacy Controls

All servers implement the Model Context Privacy Protocol (MCPP) with:

  • Tool-Level Policies: Each tool defines its own privacy controls
  • Sensitive Data Handling: Automatic placeholder generation for sensitive data
  • Access Control Validation: Fine-grained permissions based on target and usage
  • Consent Management: User consent workflows for sensitive operations

Data Usage Hierarchy

The protocol enforces a strict hierarchy:

  1. Display: Show data to user (least restrictive)
  2. Process: Use data for computations
  3. Store: Persist data somewhere
  4. Transfer: Send data to external systems (most restrictive)

Target Types

  • client: Client applications (dashboards, mobile apps)
  • server: External servers and APIs
  • llm: Language models (GPT, Claude, etc.)
  • all: Wildcard for any target type

Example Privacy Policy

{
  name: "get_books_invoices",
  isSensitive: true,
  dataPolicy: {
    data_usage_permissions: {
      display: 'allow',      // Always allowed
      process: 'allow',      // Processing allowed  
      store: 'prompt',       // Requires consent
      transfer: 'prompt'     // Requires consent
    },
    target_permissions: {
      allowed_targets: ['internal_llm', 'claude-3'],
      blocked_targets: ['gpt-4']
    },
    consent_overrides: {
      custom_consent_message: "This will access sensitive invoice data..."
    }
  }
}

ZOHO_CLIENT_ID=your_client_id ZOHO_CLIENT_SECRET=your_client_secret ZOHO_REDIRECT_URI=http://localhost:3000/oauth/callback ZOHO_ACCOUNT_OWNER=your_zoho_account_email MCP_PORT=8000 ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.in ZOHO_API_DOMAIN=https://zohoapis.in/creator


Replace `your_client_id` and `your_client_secret` with your Zoho API credentials.

**Important:** 
- `ZOHO_ACCOUNT_OWNER` should be set to your Zoho account email address. This is crucial for API access.
- `ZOHO_ACCOUNTS_DOMAIN` and `ZOHO_API_DOMAIN` are region-specific. Modify them based on your Zoho Creator domain:
  - US: `https://accounts.zoho.com` and `https://zohoapis.com/creator`
  - India: `https://accounts.zoho.in` and `https://zohoapis.in/creator`
  - Europe: `https://accounts.zoho.eu` and `https://zohoapis.eu/creator`
  - Australia: `https://accounts.zoho.com.au` and `https://zohoapis.com.au/creator`
  - Others: Check Zoho documentation for your specific region


2. For Zoho Books, credentials are managed in `.zoho-books-credentials.json` (created automatically after authentication). You do not need to manually edit this file.

### Setting Up Zoho Creator API Access

1. Go to the [Zoho Developer Console](https://api-console.zoho.in/)
2. Create a new client (Server Based-Client) 
3. Set the redirect URI to `http://localhost:3000/oauth/callback`
4. Make a note of the Client ID and Client Secret
5. Add these values to your `.env` file



## Running the Server

### Development Mode

```bash
npm run dev

This runs the server using ts-node for development purposes.

Production Mode

npm run build
npm run start

The build command compiles TypeScript to JavaScript in the dist directory, and start runs the compiled code.

Authentication Flow

When you start the MCP server for the first time:

  1. The server will detect that you don't have valid authentication tokens
  2. It will initiate the OAuth flow by opening your browser to the Zoho authorization page
        node ./dist/zoho-creator-mcpp-server.js -- auth
    
        or 
    
        npm run start -- auth
    
  3. Copy the URL displayed on the Terminal and navigate,You'll be prompted to log in to your Zoho account and authorize the application
  4. After authorization, Zoho will redirect to your callback URL (http://localhost:3000/oauth/callback)
  5. The server will process the callback, extract the authorization code, and exchange it for access and refresh tokens
  6. These tokens will be stored in the corresponding credentials file for future use:
    • .zoho-creator-credentials.json for Creator
    • .zoho-crm-credentials.json for CRM
    • .zoho-books-credentials.json for Books 2a. For Zoho CRM, credentials are managed in .zoho-crm-credentials.json (created automatically after authentication). You do not need to manually edit this file.

When you authorize the application, you'll see a screen like this:

Zoho Creator Authorization Screen

The application will request permissions to access your Zoho Creator data, including:

  • Get the list of dashboard applications
  • Get the list of sections or components
  • View records in a report
  • Add/modify/delete records in Creator applications
  • Read form metadata and options

API Endpoints

The MCP server implements the following Model Context Protocol endpoints:

  • POST /mcp/list_tools: List available tools for Zoho Creator
  • POST /mcp/call_tool: Call a specific Zoho Creator tool

Additionally, the server provides:

  • OAuth authentication flow for Zoho Creator
  • Token refresh mechanism

Available Tools

The server provides tools to interact with Zoho Creator, including:

  • Fetching applications
  • Getting forms and reports
  • Retrieving, adding, updating, and deleting records
  • Getting field metadata

Authentication Process

The server automatically handles authentication through OAuth 2.0:

  1. When first accessing protected endpoints, the server will attempt to use the stored tokens
  2. If tokens are expired or missing, the server will initiate the OAuth flow
  3. After successful authentication, tokens are saved for future use

Zoho Creator MPC Authentication Flow

Troubleshooting

Common Issues

Token Expiration

If you encounter authentication errors, your token might be expired. The server should handle token refresh automatically, but you may need to re-authenticate occasionally.

API Limits

Be mindful of Zoho Creator API limits. If you encounter rate limit errors, reduce the frequency of your requests.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Integration with AI Assistants

GitHub Copilot

To integrate with GitHub Copilot, add the following configuration to GitHub settings.json file:

"zoho-creator-mcp":{        
    "type": "sse",
    "url": "http://localhost:8000/mcp"
},

Claude IDE

To integrate with Claude IDE, add the following configuration to your Claude settings:

"mcp": {
  "providers": {
    "zoho-creator-mcp": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "http://localhost:8000/mcp"
      ]
    }
  }
}

Troubleshooting

Common Setup Issues

1. Missing .env File

Error: Cannot find environment variables
Solution: Create .env file in root directory with required variables (see Mandatory Files Setup above)

2. Invalid Zoho Credentials

Error: Authentication failed or Invalid client credentials
Solution:

  • Verify ZOHO_CLIENT_ID and ZOHO_CLIENT_SECRET in .env file
  • Ensure credentials are from correct Zoho region (.in, .com, .eu, .com.au)
  • Check redirect URI matches exactly: http://localhost:3000/oauth/callback

3. Port Already in Use

Error: Port 8000 already in use
Solution:

  • Change MCP_PORT in .env file to an available port
  • Or stop the process using the port: lsof -ti:8000 | xargs kill

4. Build Failures

Error: TypeScript compilation errors
Solution:

# Clean and rebuild
rm -rf dist/
npm run build

# Check Node.js version (requires v18+)
node --version

5. Authentication Flow Issues

Error: OAuth callback fails or hangs
Solution:

  • Ensure redirect URI is exactly http://localhost:3000/oauth/callback
  • Check firewall/antivirus blocking localhost:3000
  • Try different browser or incognito mode
  • Verify API application is enabled in Zoho console

6. Permission Denied Errors

Error: Insufficient permissions or Access denied
Solution:

  • Verify all required scopes are added to your Zoho API application
  • Re-authenticate: node dist/zoho-[service]-mcpp-server.js auth
  • Check if your Zoho account has access to the required services

7. Region-Specific Issues

Error: API calls fail with wrong region
Solution: Update domains in .env for your region:

# US
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.com
ZOHO_API_DOMAIN=https://www.zohoapis.com

# EU  
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.eu
ZOHO_API_DOMAIN=https://www.zohoapis.eu

# Australia
ZOHO_ACCOUNTS_DOMAIN=https://accounts.zoho.com.au
ZOHO_API_DOMAIN=https://www.zohoapis.com.au

File Structure Verification

Your project should look like this after setup:

mcpp-server/
โ”œโ”€โ”€ .env                                    # Your API credentials
โ”œโ”€โ”€ .zoho-creator-credentials.json          # Auto-generated after auth
โ”œโ”€โ”€ .zoho-crm-credentials.json             # Auto-generated after auth  
โ”œโ”€โ”€ .zoho-books-credentials.json           # Auto-generated after auth
โ”œโ”€โ”€ dist/                                  # Built JavaScript files
โ”‚   โ”œโ”€โ”€ zoho-creator-mcpp-server.js
โ”‚   โ”œโ”€โ”€ zoho-crm-mcpp-server.js
โ”‚   โ””โ”€โ”€ zoho-books-mcpp-server.js
โ”œโ”€โ”€ src/                                   # TypeScript source
โ”œโ”€โ”€ package.json
โ””โ”€โ”€ README.md

Getting Help

If you encounter issues not covered here:

  1. Check the server logs for detailed error messages
  2. Verify all mandatory files exist and have correct structure
  3. Test authentication for each service individually
  4. Ensure your Zoho account has the necessary service subscriptions

Acknowledgments

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

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://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-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.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

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

MCP
GITLAB_AI_CATALOGrmcp-actix-web

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

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/ajay-rg-8583/mcpp-server#input",
  "outputSchemaRef": "https://github.com/ajay-rg-8583/mcpp-server#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:35.248Z",
  "sourceUpdatedAt": "2026-02-24T19:46:35.248Z",
  "freshnessSeconds": 4433377
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-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": "2026-04-17T03:16:12.772Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

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-ajay-rg-8583-mcpp-server/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:35.248Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:35.248Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/ajay-rg-8583/mcpp-server#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:35.248Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Ajay Rg 8583",
    "href": "https://github.com/ajay-rg-8583/mcpp-server",
    "sourceUrl": "https://github.com/ajay-rg-8583/mcpp-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://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ajay-rg-8583-mcpp-server/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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
  }
]

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