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MCP server · RAG

Semantic Kinematics MCP

by · github.com/shanevcantwell/semantic-kinematics-mcp

MCP server + toolkit for the geometry of meaning — semantic drift, trajectory dynamics, and axis-alignment analysis over text embeddings (NV-Embed-v2 / GGUF backends).

Unclaimed embeddingsgradiohuggingfacellmmcpmodel-context-protocolnlpnv-embedpythonsemantic-analysissemantic-driftsentence-embeddingstrajectory-analysistransformers
InstallView source
34Low

Scored a month ago · breakdown

About Semantic Kinematics MCP

Semantic Kinematics MCP is an MCP server published by shanevcantwell in the RAG category: mCP server + toolkit for the geometry of meaning — semantic drift, trajectory dynamics, and axis-alignment analysis over text embeddings (NV-Embed-v2 / GGUF backends).

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

Install

From source
git clone https://github.com/shanevcantwell/semantic-kinematics-mcp

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.

Tools (9)

analyze_axis_alignmentProject a passage onto a caller-defined axis, z-scored against a background null

Parameters not published.

analyze_trajectoryVelocity / acceleration / curvature metrics for a passage

Parameters not published.

calculate_driftCosine distance between two texts

Parameters not published.

classify_documentSimilarity-based document classification

Parameters not published.

compare_trajectoriesFitness score comparing two passages structurally

Parameters not published.

embed_textEmbedding vector for text

Parameters not published.

model_loadLoad a backend *(slated for removal under ADR-003)*

Parameters not published.

model_statusBackend state (type, model, dimensions, cache)

Parameters not published.

model_unloadUnload model, free memory *(slated for removal under ADR-003)*

Parameters not published.

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Questions

About Semantic Kinematics MCP

How do I install Semantic Kinematics MCP?

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

Is Semantic Kinematics MCP 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 Semantic Kinematics MCP still maintained?

Yes — the last commit was yesterday. The repository has 1 stars and 0 forks.