The Grant Readiness Checklist | The Document Pro
https://grantreadinesschecklist.com/api/mcp ↗
Description
Assess your nonprofit's grant readiness with The Grant Readiness Checklist by the Nonprofit Lau
What our measurements say
The Grant Readiness Checklist | The Document Pro is a remote MCP server published at grantreadinesschecklist.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 661 ms, a delay an agent will notice. It offers a narrow, focused set of 1 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool name 'assess_grant_readiness' directly communicates its purpose.
- Description explains the evaluation process and output structure.
Weaknesses
- Parameters are generic objects without defined fields or required/optional indicators.
- Description is truncated mid-sentence ('prioritized a'), creating ambiguity.
- No error handling or constraint documentation for input validation.
assess_grant_readiness— All parameters are undefined objects with no required/optional clarification.assess_grant_readiness— Description cuts off mid-sentence, omitting critical details about output format.
Verdict
Event narrative
Sign up free to generateRaw observations
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 221ms → warm 204ms (penalty 17ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
assess_grant_readinessStructured decision-support tool that evaluates how prepared a nonprofit is to pursue grant funding. It scores the organization across seven weighted grant-readiness areas and returns a 0-100 readiness score, a plain-language readiness tier, a category breakdown, detected risk flags, a prioritized action plan, and grant-packet guidance.
org_backgroundobjecttax_registrationsobjectfinancialsobjectgovernanceobjectprogram_projectobjectpoliciesobjectsupporting_docsobject
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-github-janoliverautomation-stack-grantreadinesschecklist-com)<a href="https://mcpmetrics.io/servers/io-github-janoliverautomation-stack-grantreadinesschecklist-com"><img src="https://mcpmetrics.io/badge/io.github.janoliverautomation-stack/grantreadinesschecklist-com/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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