# PayRam (com.payram/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.payram%2Fmcp/versions/latest)
- Connected to: https://mcp.payram.com/mcp
- Homepage: https://mcp.payram.com/
- Repository: https://github.com/PayRam/payram-mcp
- Scoring rules: v2
- Tools: 44
- Average: 56.6 / 100 (Cloudy)
- Near-identical pairs: 3

This page shows how PayRam (com.payram/mcp)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 44 tools. Above 40, models choose less accurately.

## Tools

- `list_payram_docs`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: prefix.
  - Minor: String arguments with no constraint or example: prefix.
  - Minor: No `required` list, so every argument is optional.
- `get_payram_doc_by_id`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `explain_payram_concepts`: 50 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `explain_referral_flow`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payment_status_snippet`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_referral_status_snippet`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_referral_validation_snippet`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_webhook_handler`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_payram_links`: 50 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `suggest_file_structure`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `payram_runbook`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `explain_payment_flow`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `explain_payram_basics`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `explain_referrals_basics`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_referral_dashboard_guide`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `prepare_payram_test`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_env_template`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_mock_webhook_event`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payment_http_snippet`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payout_sdk_snippet`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payout_status_snippet`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_referral_sdk_snippet`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_webhook_event_router`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `scaffold_payram_app`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `payram_ops_playbook`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `snippet_fastapi_payment_route`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payment_route_snippet`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payment_sdk_snippet`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_referral_route_snippet`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `snippet_express_payment_route`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `snippet_go_payment_handler`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `snippet_laravel_payment_route`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `snippet_nextjs_payment_route`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `snippet_spring_payment_controller`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_payout_recipient_flow_snippet`: 62 / 100
- `test_payram_connection`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `get_agent_setup_flow`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `onboard_agent_setup`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `payram_troubleshoot`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `explain_payram_security`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_setup_checklist`: 66 / 100
- `generate_topup_integration_snippet`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `payram_doctor`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `payram_setup_plan`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.

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