Search / io.github.076923/vecscope
vecscope
L0· runs locallyDeterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall
v0.12.0 · active · repository · descriptor JSON · versions
Search / io.github.076923/vecscope
L0· runs locallyDeterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall
v0.12.0 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"vecscope": {
"command": "uvx",
"args": [
"vecscope==0.12.0",
"mcp",
"--allow-dir"
]
}
}
}claude mcp add vecscope -- uvx vecscope==0.12.0 mcp --allow-dir[mcp_servers.vecscope]
command = "uvx"
args = ["vecscope==0.12.0", "mcp", "--allow-dir"]
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"vecscope": {
"type": "local",
"command": [
"uvx",
"vecscope==0.12.0",
"mcp",
"--allow-dir"
],
"enabled": true
}
}
}{
"mcpServers": {
"vecscope": {
"command": "uvx",
"args": [
"vecscope==0.12.0",
"mcp",
"--allow-dir"
]
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=vecscope&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJ2ZWNzY29wZT09MC4xMi4wIiwibWNwIiwiLS1hbGxvdy1kaXIiXX0%3D"
}{
"servers": {
"vecscope": {
"type": "stdio",
"command": "uvx",
"args": [
"vecscope==0.12.0",
"mcp",
"--allow-dir"
]
}
}
}{
"mcpServers": {
"vecscope": {
"command": "uvx",
"args": [
"vecscope==0.12.0",
"mcp",
"--allow-dir"
]
}
}
}extensions:
"vecscope":
enabled: true
name: "vecscope"
type: stdio
cmd: "uvx"
args:
- "vecscope==0.12.0"
- "mcp"
- "--allow-dir"
timeout: 300
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_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknownNo 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-1d-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 |
|---|---|---|---|---|
vecscope | pypi | 0.12.0 | uvx |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.076923/vecscope",
"title": "vecscope",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.12.0",
"packages": [
{
"version": "0.12.0",
"transport": {
"type": "stdio"
},
"identifier": "vecscope",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"type": "positional",
"value": "mcp"
},
{
"name": "--allow-dir",
"type": "named",
"format": "filepath",
"isRepeated": true,
"description": "Directory the server may read embeddings, indexes and qrels from (repeatable). Without it only the working directory is readable"
}
]
}
],
"repository": {
"url": "https://github.com/076923/vecscope",
"source": "github"
},
"description": "Deterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall"
}