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  3. Anyintent
MCP server · RAG

Anyintent

by · github.com/lukamaga/anyintent

Multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 also answers yes or no (beta), with probabilities. About 26 ms per message on a GPU (compiled). Python, HTTP or MCP, self-hosted. Library Apache-2.0; models CC BY-NC 4.0.

Unclaimed cross-encodercustomer-supportembeddingsfastapihuggingfaceintent-classificationintent-detectionintent-recognitionmcp-servermultilingualnlppythonpytorchquery-routingrerankerself-hostedsemantic-routertext-classificationtransformersxlm-roberta
InstallView source
34Low

Scored 1 hours ago · breakdown

About Anyintent

Anyintent is an MCP server published by lukamaga in the RAG category: multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 also answers yes or no (beta), with probabilities. About 26 ms per message on a GPU (compiled). Python, HTTP or MCP, self-hosted. Library Apache-2.0; models CC BY-NC 4.0.

The repository has 1 stars and 0 forks, with the last commit 9 hours ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/lukamaga/anyintent

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Anyintent

How do I install Anyintent?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Anyintent safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Anyintent still maintained?

Yes — the last commit was 9 hours ago. The repository has 1 stars and 0 forks.