MCP server health, State of MCP census
NLP Tools - Sentiment, NER, Toxicity & Language Detection
io.github.fasuizu-br/nlp-tools
Toxicity, sentiment, NER, PII detection, and language identification tools
Checks
The exact rows akashi check io.github.fasuizu-br/nlp-tools prints, from the 2026-07-02 census.
| Check | Status | Detail |
|---|---|---|
| registry status | pass | active |
| server.json valid | pass | validates against its declared JSON Schema |
| repo reachable | pass | exists |
| repo freshness | warn | no push in 114d |
| remote reachable | pass | HTTP 200 via initialize |
| MCP conformance | pass | initialize handshake ok |
| tools/list | pass | 6 tools: analyze_toxicity, analyze_sentiment, extract_entities, detect_pii, detect_language, check_nlp_service |
| at least one live entrypoint | pass | 2 alive |
| license present | pass | MIT |
Evidence
Packages
No packages declared.
Remote endpoints
- https://apim-ai-apis.azure-api.net/mcp/nlp/mcp
streamable-http · reachable· HTTP 200· initialize_ok
6 tools: analyze_toxicity, analyze_sentiment, extract_entities, detect_pii, detect_language, check_nlp_service
server.json
validagainst its declared schema
One of 14559 servers in the 2026-07-02 State of MCP census: 11582 healthy (79.6%), 2212 degraded (15.2%), 596 dead (4.1%), 169 unknown (1.2%).
Verify it yourself
This page is a static read of one dated probe. Run the same check locally, any time, with no key:
$ akashi check io.github.fasuizu-br/nlp-toolsInstall Akashi - single Go binary, zero keys, MIT licensed.
Is this your server?
Claiming a server (an auto-refreshing badge and a verified publisher profile) is coming soon. Until then, embed the verified-on-date badge yourself with akashi check io.github.fasuizu-br/nlp-tools --badge.
Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.