Search / io.github.DeChuks-hub/llmshift
llmshift
L0· runs locallyFind retiring LLM calls in code and test the replacement model on real traffic before switching.
v0.1.7 · active · repository · descriptor JSON · versions
Search / io.github.DeChuks-hub/llmshift
L0· runs locallyFind retiring LLM calls in code and test the replacement model on real traffic before switching.
v0.1.7 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"llmshift": {
"command": "uvx",
"args": [
"llmshift==0.1.7",
"mcp"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GEMINI_API_KEY": "${GEMINI_API_KEY}"
}
}
}
}claude mcp add llmshift -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -e "GEMINI_API_KEY=${GEMINI_API_KEY}" -- uvx llmshift==0.1.7 mcp[mcp_servers.llmshift]
command = "uvx"
args = ["llmshift==0.1.7", "mcp"]
env = { "OPENAI_API_KEY" = "${OPENAI_API_KEY}", "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}", "GEMINI_API_KEY" = "${GEMINI_API_KEY}" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"llmshift": {
"type": "local",
"command": [
"uvx",
"llmshift==0.1.7",
"mcp"
],
"enabled": true,
"environment": {
"OPENAI_API_KEY": "{env:OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}",
"GEMINI_API_KEY": "{env:GEMINI_API_KEY}"
}
}
}
}{
"mcpServers": {
"llmshift": {
"command": "uvx",
"args": [
"llmshift==0.1.7",
"mcp"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GEMINI_API_KEY": "${GEMINI_API_KEY}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=llmshift&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJsbG1zaGlmdD09MC4xLjciLCJtY3AiXSwiZW52Ijp7Ik9QRU5BSV9BUElfS0VZIjoiJHtPUEVOQUlfQVBJX0tFWX0iLCJBTlRIUk9QSUNfQVBJX0tFWSI6IiR7QU5USFJPUElDX0FQSV9LRVl9IiwiR0VNSU5JX0FQSV9LRVkiOiIke0dFTUlOSV9BUElfS0VZfSJ9fQ%3D%3D"
}{
"servers": {
"llmshift": {
"type": "stdio",
"command": "uvx",
"args": [
"llmshift==0.1.7",
"mcp"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GEMINI_API_KEY": "${GEMINI_API_KEY}"
}
}
}
}{
"mcpServers": {
"llmshift": {
"command": "uvx",
"args": [
"llmshift==0.1.7",
"mcp"
],
"env": {
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"GEMINI_API_KEY": "${GEMINI_API_KEY}"
}
}
}
}extensions:
"llmshift":
enabled: true
name: "llmshift"
type: stdio
cmd: "uvx"
args:
- "llmshift==0.1.7"
- "mcp"
envs:
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
"GEMINI_API_KEY": "${GEMINI_API_KEY}"
timeout: 300
Placeholders to fill from your own secret store: ${OPENAI_API_KEY}, ${ANTHROPIC_API_KEY}, ${GEMINI_API_KEY}. The registry never accepts secret values.
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlauth.prm, auth.as_metadata, auth.cimdauth.secret_in_urltools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dump, tools.hidden_textstability.changes, stability.rug_pull, stability.new_linksNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo ~liveness-unmeasured +updated-16d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPIthis version is not known to the dependency resolver
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
llmshift | pypi | 0.1.7 | uvx | OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.DeChuks-hub/llmshift",
"title": "llmshift",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.1.7",
"packages": [
{
"version": "0.1.7",
"transport": {
"type": "stdio"
},
"identifier": "llmshift",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"type": "positional",
"value": "mcp"
}
],
"environmentVariables": [
{
"name": "OPENAI_API_KEY",
"isSecret": true,
"description": "For tools that call OpenAI models (compare, pick, fix, safety). Not needed for scan or models."
},
{
"name": "ANTHROPIC_API_KEY",
"isSecret": true,
"description": "For tools that call Claude models. Not needed for scan or models."
},
{
"name": "GEMINI_API_KEY",
"isSecret": true,
"description": "For tools that call Gemini models. Not needed for scan or models."
}
]
}
],
"repository": {
"url": "https://github.com/DeChuks-hub/llmshift",
"source": "github"
},
"description": "Find retiring LLM calls in code and test the replacement model on real traffic before switching."
}