zoho-creator-mcp-server-by-cdata

Provides a local MCP (Model Context Protocol) server that exposes Zoho Creator data as tools to an AI desktop client. It uses the CData JDBC Driver to translate Zoho Creator into relational tables, and offers MCP tools to list tables/columns and run read-only SQL SELECT queries over stdio.

Evaluated Apr 04, 2026 (16d ago)
Repo ↗ Infrastructure mcp zoho-creator jdbc data-access local-stdio ai-desktop read-only schema-discovery
⚙ Agent Friendliness
51
/ 100
Can an agent use this?
🔒 Security
48
/ 100
Is it safe for agents?
⚡ Reliability
20
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
78
Documentation
70
Error Messages
0
Auth Simplicity
60
Rate Limits
0

🔒 Security

TLS Enforcement
60
Auth Strength
65
Scope Granularity
30
Dep. Hygiene
40
Secret Handling
40

The MCP server is local (stdio), reducing exposure to remote interception. However, secrets/credentials handling specifics (e.g., how .prp files store OAuth tokens, whether logs might include connection details, and whether the server restricts what queries can do) are not described. Query execution via a 'run_query' tool implies the agent may be able to craft potentially expensive or unsafe SELECTs depending on JDBC driver behavior; no explicit guardrails, query timeouts, or row limits/pagination are documented.

⚡ Reliability

Uptime/SLA
0
Version Stability
30
Breaking Changes
20
Error Recovery
30
AF Security Reliability

Best When

You want an on-device MCP integration with Zoho Creator for read-focused data Q&A and schema discovery, using an AI desktop client on the same machine.

Avoid When

You need remote network access to the MCP server, fine-grained rate-limit/pagination controls, or strict guarantees about safe query execution beyond what the underlying JDBC driver provides.

Use Cases

  • Ask an AI assistant natural-language questions about Zoho Creator data (live reads).
  • Explore schema: list available tables and columns.
  • Run parameter-free SELECT queries to compute counts/aggregates and join-like analysis via the underlying JDBC driver.
  • Enable local retrieval for reporting/Q&A without writing SQL manually.

Not For

  • Production multi-tenant deployments (stdio local-only).
  • High-frequency or latency-sensitive workloads without tuning (no guidance on performance controls).
  • Cases needing robust server-side pagination, filtering, or cursor-based retrieval in the MCP layer (only tools for schema and raw SELECT).
  • Strong transactional write workflows (the project is explicitly read-only in this MCP server).

Interface

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

Authentication

Methods: CData JDBC driver connection string (may use OAuth via InitiateOAuth=GETANDREFRESH in JdbcUrl, per README example) JDBC driver licensing via --license (TRIAL or license key)
OAuth: Yes Scopes: No

Authentication is handled by the underlying CData JDBC driver and Zoho Creator via the JDBC connection string (the README notes OAuth flows may be required). The MCP server itself relies on the .prp configuration pointing to the licensed driver and the provided JDBC URL; no MCP-layer auth or scopes are described.

Pricing

Free tier: No
Requires CC: No

The repository/license is MIT, but access to Zoho Creator data depends on CData JDBC Driver licensing and Zoho Creator credentials. README instructs running the CData driver with a trial or license key.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • Server uses stdio; it can only be used by clients on the same machine as the server.
  • The README contains examples where 'Salesforce.prp' is used in the run command for Zoho Creator; ensure the correct .prp file is used for your source.
  • OAuth/auth failures are likely to surface from the JDBC driver; MCP-layer troubleshooting guidance is limited.

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

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