---
title: "FirstData"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260911-8ab5e3f1311b"
generatedAt: "2026-09-11T07:01:56.000Z"
canonicalUrl: "https://toolvitals.com/tools/firstdata/"
jsonUrl: "https://toolvitals.com/api/agent/tools/firstdata"
indexable: true
---

# FirstData

Open-source data source knowledge base for structured reference and discovery.

## Decision context

- Status: critical
- ToolVitals score: 18/100
- Health score: 29/100
- Shipping score: 0/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 75/100
- Last evidence check: 2026-09-11

## Classification

- Use case: Data Catalogs & Portals (data-catalogs)
- Category: Data & Analytics (data)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: knowledge-base, data, reference, search, open-source, ai, api-directory, awesome-list, data-catalog, data-sources, datasets, fact-checking, government-data, llm, mcp, mcp-server

## Public repository signals

- Repository: [MLT-OSS/FirstData](https://github.com/MLT-OSS/FirstData)
- Stars: 182 (adoption context only)
- Forks: 32
- Open issues: 1
- Last commit date: 2026-08-18
- Releases in 90 days: 0

## Source receipts

- [Official website](https://firstdata.deepminer.com.cn/) — checked 2026-09-11
- [Source repository](https://github.com/MLT-OSS/FirstData) — checked 2026-09-11

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.