diff --git a/trustgraph-bedrock/scripts/text-completion-bedrock b/trustgraph-bedrock/scripts/text-completion-bedrock
deleted file mode 100755
index 55c26314..00000000
--- a/trustgraph-bedrock/scripts/text-completion-bedrock
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.bedrock import run
-
-run()
-
diff --git a/trustgraph-embeddings-hf/scripts/embeddings-hf b/trustgraph-embeddings-hf/scripts/embeddings-hf
deleted file mode 100644
index a7d84d04..00000000
--- a/trustgraph-embeddings-hf/scripts/embeddings-hf
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.embeddings.hf import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/agent-manager-react b/trustgraph-flow/scripts/agent-manager-react
deleted file mode 100644
index b5e060c7..00000000
--- a/trustgraph-flow/scripts/agent-manager-react
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.agent.react import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/api-gateway b/trustgraph-flow/scripts/api-gateway
deleted file mode 100755
index f7ba0fda..00000000
--- a/trustgraph-flow/scripts/api-gateway
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.gateway import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/chunker-recursive b/trustgraph-flow/scripts/chunker-recursive
deleted file mode 100755
index 041a72d4..00000000
--- a/trustgraph-flow/scripts/chunker-recursive
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.chunking.recursive import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/chunker-token b/trustgraph-flow/scripts/chunker-token
deleted file mode 100755
index 5090defa..00000000
--- a/trustgraph-flow/scripts/chunker-token
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.chunking.token import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/config-svc b/trustgraph-flow/scripts/config-svc
deleted file mode 100755
index 9debd391..00000000
--- a/trustgraph-flow/scripts/config-svc
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.config.service import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-query-milvus b/trustgraph-flow/scripts/de-query-milvus
deleted file mode 100755
index 15e237c3..00000000
--- a/trustgraph-flow/scripts/de-query-milvus
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.doc_embeddings.milvus import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-query-pinecone b/trustgraph-flow/scripts/de-query-pinecone
deleted file mode 100755
index b21d9045..00000000
--- a/trustgraph-flow/scripts/de-query-pinecone
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.doc_embeddings.pinecone import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-query-qdrant b/trustgraph-flow/scripts/de-query-qdrant
deleted file mode 100755
index 2f0e7d6e..00000000
--- a/trustgraph-flow/scripts/de-query-qdrant
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.doc_embeddings.qdrant import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-write-milvus b/trustgraph-flow/scripts/de-write-milvus
deleted file mode 100755
index 644674d0..00000000
--- a/trustgraph-flow/scripts/de-write-milvus
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.doc_embeddings.milvus import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-write-pinecone b/trustgraph-flow/scripts/de-write-pinecone
deleted file mode 100755
index eb604747..00000000
--- a/trustgraph-flow/scripts/de-write-pinecone
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.doc_embeddings.pinecone import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/de-write-qdrant b/trustgraph-flow/scripts/de-write-qdrant
deleted file mode 100755
index 1550291f..00000000
--- a/trustgraph-flow/scripts/de-write-qdrant
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.doc_embeddings.qdrant import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/document-embeddings b/trustgraph-flow/scripts/document-embeddings
deleted file mode 100755
index 26bb85b0..00000000
--- a/trustgraph-flow/scripts/document-embeddings
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.embeddings.document_embeddings import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/document-rag b/trustgraph-flow/scripts/document-rag
deleted file mode 100755
index e4cf5401..00000000
--- a/trustgraph-flow/scripts/document-rag
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.retrieval.document_rag import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/embeddings-fastembed b/trustgraph-flow/scripts/embeddings-fastembed
deleted file mode 100755
index e1322269..00000000
--- a/trustgraph-flow/scripts/embeddings-fastembed
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.embeddings.fastembed import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/embeddings-ollama b/trustgraph-flow/scripts/embeddings-ollama
deleted file mode 100755
index 185eed59..00000000
--- a/trustgraph-flow/scripts/embeddings-ollama
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.embeddings.ollama import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-query-milvus b/trustgraph-flow/scripts/ge-query-milvus
deleted file mode 100755
index 179750cb..00000000
--- a/trustgraph-flow/scripts/ge-query-milvus
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.graph_embeddings.milvus import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-query-pinecone b/trustgraph-flow/scripts/ge-query-pinecone
deleted file mode 100755
index b75aec78..00000000
--- a/trustgraph-flow/scripts/ge-query-pinecone
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.graph_embeddings.pinecone import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-query-qdrant b/trustgraph-flow/scripts/ge-query-qdrant
deleted file mode 100755
index 7039d17a..00000000
--- a/trustgraph-flow/scripts/ge-query-qdrant
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.graph_embeddings.qdrant import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-write-milvus b/trustgraph-flow/scripts/ge-write-milvus
deleted file mode 100755
index 0b18faf8..00000000
--- a/trustgraph-flow/scripts/ge-write-milvus
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.graph_embeddings.milvus import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-write-pinecone b/trustgraph-flow/scripts/ge-write-pinecone
deleted file mode 100755
index 802a8377..00000000
--- a/trustgraph-flow/scripts/ge-write-pinecone
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.graph_embeddings.pinecone import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/ge-write-qdrant b/trustgraph-flow/scripts/ge-write-qdrant
deleted file mode 100755
index 4276fd2b..00000000
--- a/trustgraph-flow/scripts/ge-write-qdrant
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.graph_embeddings.qdrant import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/graph-embeddings b/trustgraph-flow/scripts/graph-embeddings
deleted file mode 100755
index 29b1fbf4..00000000
--- a/trustgraph-flow/scripts/graph-embeddings
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.embeddings.graph_embeddings import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/graph-rag b/trustgraph-flow/scripts/graph-rag
deleted file mode 100755
index 6b18b689..00000000
--- a/trustgraph-flow/scripts/graph-rag
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.retrieval.graph_rag import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-extract-agent b/trustgraph-flow/scripts/kg-extract-agent
deleted file mode 100755
index 732d37c4..00000000
--- a/trustgraph-flow/scripts/kg-extract-agent
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.extract.kg.agent import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-extract-definitions b/trustgraph-flow/scripts/kg-extract-definitions
deleted file mode 100755
index 7f20225b..00000000
--- a/trustgraph-flow/scripts/kg-extract-definitions
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.extract.kg.definitions import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-extract-relationships b/trustgraph-flow/scripts/kg-extract-relationships
deleted file mode 100755
index f57d7c89..00000000
--- a/trustgraph-flow/scripts/kg-extract-relationships
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.extract.kg.relationships import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-extract-topics b/trustgraph-flow/scripts/kg-extract-topics
deleted file mode 100755
index e8ff2688..00000000
--- a/trustgraph-flow/scripts/kg-extract-topics
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.extract.kg.topics import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-manager b/trustgraph-flow/scripts/kg-manager
deleted file mode 100644
index ee8ec923..00000000
--- a/trustgraph-flow/scripts/kg-manager
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.cores import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/kg-store b/trustgraph-flow/scripts/kg-store
deleted file mode 100644
index 1a5ba9ef..00000000
--- a/trustgraph-flow/scripts/kg-store
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.knowledge import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/librarian b/trustgraph-flow/scripts/librarian
deleted file mode 100755
index 9f6458ab..00000000
--- a/trustgraph-flow/scripts/librarian
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.librarian import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/mcp-tool b/trustgraph-flow/scripts/mcp-tool
deleted file mode 100755
index 369df360..00000000
--- a/trustgraph-flow/scripts/mcp-tool
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.agent.mcp_tool import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/metering b/trustgraph-flow/scripts/metering
deleted file mode 100755
index 7f1d0e12..00000000
--- a/trustgraph-flow/scripts/metering
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.metering import run
-
-run()
\ No newline at end of file
diff --git a/trustgraph-flow/scripts/object-extract-row b/trustgraph-flow/scripts/object-extract-row
deleted file mode 100755
index 04cbcfef..00000000
--- a/trustgraph-flow/scripts/object-extract-row
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.extract.object.row import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/oe-write-milvus b/trustgraph-flow/scripts/oe-write-milvus
deleted file mode 100755
index c78f2000..00000000
--- a/trustgraph-flow/scripts/oe-write-milvus
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.object_embeddings.milvus import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/pdf-decoder b/trustgraph-flow/scripts/pdf-decoder
deleted file mode 100755
index 0de6a9be..00000000
--- a/trustgraph-flow/scripts/pdf-decoder
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.decoding.pdf import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/pdf-ocr-mistral b/trustgraph-flow/scripts/pdf-ocr-mistral
deleted file mode 100755
index fb086767..00000000
--- a/trustgraph-flow/scripts/pdf-ocr-mistral
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.decoding.mistral_ocr import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/prompt-template b/trustgraph-flow/scripts/prompt-template
deleted file mode 100755
index 65f68a9c..00000000
--- a/trustgraph-flow/scripts/prompt-template
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.prompt.template import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/rev-gateway b/trustgraph-flow/scripts/rev-gateway
deleted file mode 100755
index 708c6c96..00000000
--- a/trustgraph-flow/scripts/rev-gateway
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.rev_gateway import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/rows-write-cassandra b/trustgraph-flow/scripts/rows-write-cassandra
deleted file mode 100755
index a1358f5e..00000000
--- a/trustgraph-flow/scripts/rows-write-cassandra
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.rows.cassandra import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/run-processing b/trustgraph-flow/scripts/run-processing
deleted file mode 100755
index cdfbb871..00000000
--- a/trustgraph-flow/scripts/run-processing
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.processing import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-azure b/trustgraph-flow/scripts/text-completion-azure
deleted file mode 100755
index 965bf956..00000000
--- a/trustgraph-flow/scripts/text-completion-azure
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.azure import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-azure-openai b/trustgraph-flow/scripts/text-completion-azure-openai
deleted file mode 100755
index f989d4b7..00000000
--- a/trustgraph-flow/scripts/text-completion-azure-openai
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.azure_openai import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-claude b/trustgraph-flow/scripts/text-completion-claude
deleted file mode 100755
index b9175375..00000000
--- a/trustgraph-flow/scripts/text-completion-claude
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.claude import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-cohere b/trustgraph-flow/scripts/text-completion-cohere
deleted file mode 100755
index 42110db6..00000000
--- a/trustgraph-flow/scripts/text-completion-cohere
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.cohere import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-googleaistudio b/trustgraph-flow/scripts/text-completion-googleaistudio
deleted file mode 100755
index 4d2b0784..00000000
--- a/trustgraph-flow/scripts/text-completion-googleaistudio
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.googleaistudio import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-llamafile b/trustgraph-flow/scripts/text-completion-llamafile
deleted file mode 100755
index 38c48ac2..00000000
--- a/trustgraph-flow/scripts/text-completion-llamafile
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.llamafile import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-lmstudio b/trustgraph-flow/scripts/text-completion-lmstudio
deleted file mode 100755
index 7b9e259e..00000000
--- a/trustgraph-flow/scripts/text-completion-lmstudio
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.lmstudio import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-mistral b/trustgraph-flow/scripts/text-completion-mistral
deleted file mode 100755
index 91ef2279..00000000
--- a/trustgraph-flow/scripts/text-completion-mistral
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.mistral import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-ollama b/trustgraph-flow/scripts/text-completion-ollama
deleted file mode 100755
index 9479750a..00000000
--- a/trustgraph-flow/scripts/text-completion-ollama
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.ollama import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-openai b/trustgraph-flow/scripts/text-completion-openai
deleted file mode 100755
index 665080c1..00000000
--- a/trustgraph-flow/scripts/text-completion-openai
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.openai import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-tgi b/trustgraph-flow/scripts/text-completion-tgi
deleted file mode 100755
index c1e856f8..00000000
--- a/trustgraph-flow/scripts/text-completion-tgi
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.tgi import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/text-completion-vllm b/trustgraph-flow/scripts/text-completion-vllm
deleted file mode 100755
index e24c076a..00000000
--- a/trustgraph-flow/scripts/text-completion-vllm
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.vllm import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-query-cassandra b/trustgraph-flow/scripts/triples-query-cassandra
deleted file mode 100755
index d6baf969..00000000
--- a/trustgraph-flow/scripts/triples-query-cassandra
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.triples.cassandra import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-query-falkordb b/trustgraph-flow/scripts/triples-query-falkordb
deleted file mode 100755
index 7f9ab74c..00000000
--- a/trustgraph-flow/scripts/triples-query-falkordb
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.triples.falkordb import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-query-memgraph b/trustgraph-flow/scripts/triples-query-memgraph
deleted file mode 100755
index 443929e4..00000000
--- a/trustgraph-flow/scripts/triples-query-memgraph
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.triples.memgraph import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-query-neo4j b/trustgraph-flow/scripts/triples-query-neo4j
deleted file mode 100755
index 05d97b10..00000000
--- a/trustgraph-flow/scripts/triples-query-neo4j
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.query.triples.neo4j import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-write-cassandra b/trustgraph-flow/scripts/triples-write-cassandra
deleted file mode 100755
index 207c3222..00000000
--- a/trustgraph-flow/scripts/triples-write-cassandra
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.triples.cassandra import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-write-falkordb b/trustgraph-flow/scripts/triples-write-falkordb
deleted file mode 100755
index 916ee352..00000000
--- a/trustgraph-flow/scripts/triples-write-falkordb
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.triples.falkordb import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-write-memgraph b/trustgraph-flow/scripts/triples-write-memgraph
deleted file mode 100755
index 3d94a576..00000000
--- a/trustgraph-flow/scripts/triples-write-memgraph
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.triples.memgraph import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/triples-write-neo4j b/trustgraph-flow/scripts/triples-write-neo4j
deleted file mode 100755
index 58786d44..00000000
--- a/trustgraph-flow/scripts/triples-write-neo4j
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.storage.triples.neo4j import run
-
-run()
-
diff --git a/trustgraph-flow/scripts/wikipedia-lookup b/trustgraph-flow/scripts/wikipedia-lookup
deleted file mode 100755
index a89b1009..00000000
--- a/trustgraph-flow/scripts/wikipedia-lookup
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.external.wikipedia import run
-
-run()
-
diff --git a/trustgraph-mcp/scripts/mcp-server b/trustgraph-mcp/scripts/mcp-server
deleted file mode 100755
index 2a8f83bf..00000000
--- a/trustgraph-mcp/scripts/mcp-server
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.mcp_server import run
-
-run()
-
diff --git a/trustgraph-ocr/scripts/pdf-ocr b/trustgraph-ocr/scripts/pdf-ocr
deleted file mode 100755
index 1417351f..00000000
--- a/trustgraph-ocr/scripts/pdf-ocr
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.decoding.ocr import run
-
-run()
-
diff --git a/trustgraph-vertexai/scripts/text-completion-vertexai b/trustgraph-vertexai/scripts/text-completion-vertexai
deleted file mode 100755
index 56458d4a..00000000
--- a/trustgraph-vertexai/scripts/text-completion-vertexai
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env python3
-
-from trustgraph.model.text_completion.vertexai import run
-
-run()
-