https://www.razi.pro/api/mcp/text ↗
Text generation over MCP: prose, emails, blog outlines, SQL, humanizing, text diffs, fake data.
Razi Text Generation is a remote MCP server published at www.razi.pro. It has been probed 9 times since 9/12/2026. It answered in 9 of them (100.0%), a near-uninterrupted record. Median response time is 326 ms, placing it among the faster endpoints. Its tool list could not be read; the server is closed to direct calls. It answers direct calls with an authentication wall.
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 08:43:04 | Auth-gated | 200 | 232 | 403 | 210 | — |
| 2026-09-13 06:40:42 | Auth-gated | 200 | 441 | 403 | 481 | — |
| 2026-09-13 04:35:29 | Auth-gated | 200 | 340 | 403 | 333 | — |
| 2026-09-13 01:33:33 | Auth-gated | 200 | 372 | 403 | 384 | — |
| 2026-09-12 23:31:36 | Auth-gated | 200 | 269 | 403 | 272 | — |
| 2026-09-12 21:29:15 | Auth-gated | 200 | 326 | 403 | 400 | — |
| 2026-09-12 19:27:29 | Auth-gated | 200 | 643 | 403 | 215 | — |
| 2026-09-12 17:24:09 | Auth-gated | 200 | 250 | 403 | 247 | — |
| 2026-09-12 15:21:42 | Auth-gated | 200 | 263 | 403 | 266 | — |
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
The two probe legs separately: modern server/discover and legacy initialize.
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-github-razikallayi-razi-text)<a href="https://mcpmetrics.io/servers/io-github-razikallayi-razi-text"><img src="https://mcpmetrics.io/badge/io.github.razikallayi/razi-text/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.
Sign up free to seeThe catalog entries whose name and description are closest to this one, found with the same index the search box uses.
Video generation cost estimates across providers, with provenance, freshness, and confidence.
MCP server exposing the **Sovereign AI Blog** ([sovgrid.org](https://sovgrid.org)) — a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark hardware (GB10/SM121A). 44+ and growing articles covering SGLang, Mistral, Voxtral, OpenClaw setups, fixes, and benchmarks. **Tools:** - `search_blog` — full-text TF-IDF search across all articles - `get_article` — fetch full article content by slug - `diagnose_sglang` — validate SGLang configs against GB10/SM121A constraints **Use case:** Training data on niche AI hardware is sparse and stale. This MCP gives agents direct, structured access to verified, version-current setups instead of hallucinating. **License:** MIT (server) / CC BY-SA 4.0 (content) **Auth:** none, free tier, 60 req/min/IP **Privacy:** server-log analytics only, no client-side tracking
Document processing over MCP: merge, split and compress PDFs, run OCR, extract document text.
Give your AI cited financial data. This is a Model Context Protocol server for the Akyla Financial Data API: as-reported US-equity fundamentals sourced straight from SEC inline-XBRL filings, plus live quotes, full financial statements, valuation comps, and a screener over ~5k US stocks.
33 pay-per-call market and news data tools over MCP with free discovery and x402 payments.
Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant.
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