mcp-registry/io.github.shibley/aidataparser · v1.0.0
Verdict. Shibley Aidataparser MCP server answered 99.97% of Glimind's liveness checks over 30 days, better than 41% of MCP servers, with 736 ms median handshake and 1 outage in 90 days. Its agent-readiness grade is A (93/100) across 9 tools, costing an agent about 2,142 tokens to load. Checked every few minutes; no tool is ever called.
Data as of .
| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.97% | 41% of MCP servers |
| Median handshake latency | 736 ms | 36% of MCP servers |
| p95 handshake latency | 3383 ms | — |
| Checks in 30 days | 4,905 | — |
| Outages, 90 days | 1 | — |
| Median recovery | 8 min | — |
| Agent-readiness score | 93/100 (A) | 76% of MCP servers |
| Tools | 9 | — |
| Tool-list size for an agent | ~2,142 tokens | 51% of MCP servers |
| Days observed | 29 | — |
As of 2026-10-26 18:11 UTC, the Shibley Aidataparser MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Extract schema-guaranteed JSON from PDFs, images and messy text. 50 free credits, no card.
Claude Code
claude mcp add --transport http shibley-aidataparser-mcp-server https://aidataparser.com/v1/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"shibley-aidataparser-mcp-server": {
"type": "http",
"url": "https://aidataparser.com/v1/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
1 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.shibley%2Faidataparser/fixes
{
"name": "validate",
"description": "Check whether a JSON object conforms to a JSON `schema` (or a built-in `schema_id` template) and get back a valid flag plus per-field errors. Use this to verify data you already hold — a prior parse result, your own output, or an upstream feed — before acting on it or spending a credit. Deterministic, free, and needs no API key.",
"inputSchema": {
"type": "object",
"required": [
"data"
],
"properties": {
"data": {
"description": "The JSON value to validate.",
"type": "string"
},
"schema": {
"type": "object",
"description": "JSON Schema to validate against. Takes precedence over schema_id."
},
"schema_id": {
"type": "string",
"description": "Built-in template id to validate against instead of a hand-written schema (invoice, receipt, resume, etc.). Call list_schemas for the full set."
}
}
},
"annotations": {
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
},
"title": "Validate JSON against a schema"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.shibley/aidataparser"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.shibley/aidataparser"}) over MCP.
parse_document ~390 tokensparse_text ~363 tokenstry_parse ~351 tokensinfer_schema ~233 tokensbuy_credits ~226 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.shibley%2Faidataparser?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.shibley%2Faidataparser?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.shibley%2Faidataparser.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.shibley%2Faidataparser.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.shibley%2Faidataparser?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:b95796c65d4671e3…, first seen 2026-10-17, included at leaf 14263 of 74,630. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-26 18:11 UTC, the Shibley Aidataparser MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Shibley Aidataparser MCP server advertises 9 tools, including buy_credits, check_credits, create_api_key, infer_schema, list_schemas.
Point your MCP client at this streamable-http endpoint: https://aidataparser.com/v1/mcp
Glimind scanned all 9 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.