Freshness Validator MCP
Scores how fresh an AI agent's context is and flags content that changed at its source. Agents register public source URLs, send context, and receive a freshness score (0-100), a stale flag, flagged issues, and suggestions. Billing is per call from prepaid credits or pay-per-call.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://api.myuiaf.com/mcpWhat its tools do
2 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.
Can change data (2)
Checks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Passed Official MCP Registry namespace is tied to myuiaf.com ·
- Passed Endpoint is on the registry namespace domain ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- Score context freshness for AI agents
- Flag content changed at source
- Register public source URLs for monitoring
Source and maintenance
Protocol and capabilities
- Server
- freshness-validator 1.0.0
- MCP protocol negotiated in check
- 2025-11-25
- Tools
- 2 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": false
}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
2 advertised
validate — Check context freshness
Checks how fresh a piece of context is. Returns a score from 0 to 100, a stale flag (score below 70), flagged issues, and suggestions. Change detection and content matching apply when the source_url has been registered with register_source. Billed per call from the prepaid myuiaf wallet ($0.015-$0.03). API docs: https://myuiaf.com/docs
{
"type": "object",
"required": [
"context"
],
"properties": {
"context": {
"type": "string",
"description": "The knowledge context the agent holds (at most 50,000 characters)."
},
"agent_id": {
"type": "string",
"description": "Optional. If given, must match the API key's agent."
},
"metadata": {
"type": "object",
"properties": {
"content_type": {
"enum": [
"verbatim",
"paraphrase"
],
"type": "string",
"description": "Use \"paraphrase\" for summaries. Default \"verbatim\"."
},
"freshness_policy": {
"type": "string",
"description": "How long context stays fresh, such as \"1h\", \"24h\", or \"7d\". Default \"24h\"."
}
}
},
"source_url": {
"type": "string",
"description": "Public https URL the context came from."
},
"last_validated": {
"type": "string",
"description": "ISO 8601 time the agent last fetched or validated this context."
}
}
}{
"title": "Check context freshness",
"readOnlyHint": false,
"openWorldHint": true,
"idempotentHint": false,
"destructiveHint": false
}register_source — Monitor a source page
Registers a public https URL for ongoing freshness monitoring. The page is fetched once immediately as a baseline. Costs twice the per-call rate; registering the same URL again only updates its check frequency. API docs: https://myuiaf.com/docs
{
"type": "object",
"required": [
"source_url"
],
"properties": {
"agent_id": {
"type": "string",
"description": "Optional. If given, must match the API key's agent."
},
"source_url": {
"type": "string",
"description": "Public https URL to monitor."
},
"check_frequency": {
"enum": [
"1h",
"6h",
"24h",
"7d",
"30d"
],
"type": "string",
"description": "How often to check for changes. Default \"24h\"."
}
}
}{
"title": "Monitor a source page",
"readOnlyHint": false,
"openWorldHint": true,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 230 ms
- 95th percentile latency
- 230 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 230 ms · metadata changed · 2 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http freshness-validator-mcp https://api.myuiaf.com/mcpCodex
codex mcp add freshness-validator-mcp --url https://api.myuiaf.com/mcpCursor
{
"mcpServers": {
"freshness-validator-mcp": {
"url": "https://api.myuiaf.com/mcp"
}
}
}Cline
{
"mcpServers": {
"freshness-validator-mcp": {
"type": "streamableHttp",
"url": "https://api.myuiaf.com/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"freshness-validator-mcp": {
"type": "http",
"url": "https://api.myuiaf.com/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http freshness-validator-mcp https://api.myuiaf.com/mcpClaude Desktop
https://api.myuiaf.com/mcpWindsurf
{
"mcpServers": {
"freshness-validator-mcp": {
"serverUrl": "https://api.myuiaf.com/mcp"
}
}
}Let your agent find its tools
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Other ai and machine learning servers
Do you run Freshness Validator MCP?
Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.