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langfuse-observability vs NLP Tools - Sentiment, NER, Toxicity & Language Detection

langfuse-observability is a plugin bundle for AI coding tools published by langfuse. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces). NLP Tools - Sentiment, NER, Toxicity & Language Detection is an MCP server published by fasuizu-br. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacelangfuse-observabilityNLP Tools - Sentiment, NER, Toxicity & Language Detection
Claude Code: claude-plugins-official Listed
Version: 1.2.0
Forks (GitHub): 46
Stars (GitHub): 29
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 1.0.0
Forks (GitHub): 46
Stars (GitHub): 29
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.0
Forks (GitHub): 0
Stars (GitHub): 3
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

langfuse-observability vs NLP Tools - Sentiment, NER, Toxicity & Language Detection
Factlangfuse-observabilityNLP Tools - Sentiment, NER, Toxicity & Language Detection
Marketplaces that list it (differs)3 (better)1 (worse)
Stars (GitHub) (differs)29 (better)3 (worse)
Forks (GitHub) (differs)46 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (apim-ai-apis.azure-api.net/mcp/nlp/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Hooks it runs (differs)2Not published
Parts of the bundle (differs)2Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/langfuse/claude-observability-plugingithub.com/fasuizu-br/speech-ai-examples
Changes in the last 7 days (differs)20
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 3 days ago, requires a key

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

langfuse-observability

In its own words, on Claude Code: claude-plugins-official:

Langfuse observability plugin for Claude Code — captures and exports traces, spans, and session telemetry from Claude Code to Langfuse for LLM monitoring, debugging, and evaluation

NLP Tools - Sentiment, NER, Toxicity & Language Detection

In its own words, on Official MCP Registry:

Toxicity, sentiment, NER, PII detection, and language identification tools

How to run each

langfuse-observability As a Claude Code plugin

Claude Code
/plugin install langfuse-observability@claude-plugins-official

NLP Tools - Sentiment, NER, Toxicity & Language Detection As a remote MCP server

Claude Code
claude mcp add --transport http nlp-tools https://apim-ai-apis.azure-api.net/mcp/nlp/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only NLP Tools - Sentiment, NER, Toxicity & Language Detection has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: langfuse-observability · What it can do: NLP Tools - Sentiment, NER, Toxicity & Language Detection · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built