Search / io.github.brunosrz/vectora
vectora
L0· runs locallyAI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
v0.1.0rc3 · active · repository · descriptor JSON · versions
Search / io.github.brunosrz/vectora
L0· runs locallyAI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
v0.1.0rc3 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
"COHERE_API_KEY": "${COHERE_API_KEY}",
"TAVILY_API_KEY": "${TAVILY_API_KEY}",
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"LANGSMITH_API_KEY": "${LANGSMITH_API_KEY}"
}
}
}
}claude mcp add vectora -e "GOOGLE_API_KEY=${GOOGLE_API_KEY}" -e "COHERE_API_KEY=${COHERE_API_KEY}" -e "TAVILY_API_KEY=${TAVILY_API_KEY}" -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -e "LANGSMITH_API_KEY=${LANGSMITH_API_KEY}" -- uvx vectora-agent==0.1.0rc3[mcp_servers.vectora]
command = "uvx"
args = ["vectora-agent==0.1.0rc3"]
env = { "GOOGLE_API_KEY" = "${GOOGLE_API_KEY}", "COHERE_API_KEY" = "${COHERE_API_KEY}", "TAVILY_API_KEY" = "${TAVILY_API_KEY}", "OPENAI_API_KEY" = "${OPENAI_API_KEY}", "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}", "LANGSMITH_API_KEY" = "${LANGSMITH_API_KEY}" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"vectora": {
"type": "local",
"command": [
"uvx",
"vectora-agent==0.1.0rc3"
],
"enabled": true,
"environment": {
"GOOGLE_API_KEY": "{env:GOOGLE_API_KEY}",
"COHERE_API_KEY": "{env:COHERE_API_KEY}",
"TAVILY_API_KEY": "{env:TAVILY_API_KEY}",
"OPENAI_API_KEY": "{env:OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}",
"LANGSMITH_API_KEY": "{env:LANGSMITH_API_KEY}"
}
}
}
}{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
"COHERE_API_KEY": "${COHERE_API_KEY}",
"TAVILY_API_KEY": "${TAVILY_API_KEY}",
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"LANGSMITH_API_KEY": "${LANGSMITH_API_KEY}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=vectora&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJ2ZWN0b3JhLWFnZW50PT0wLjEuMHJjMyJdLCJlbnYiOnsiR09PR0xFX0FQSV9LRVkiOiIke0dPT0dMRV9BUElfS0VZfSIsIkNPSEVSRV9BUElfS0VZIjoiJHtDT0hFUkVfQVBJX0tFWX0iLCJUQVZJTFlfQVBJX0tFWSI6IiR7VEFWSUxZX0FQSV9LRVl9IiwiT1BFTkFJX0FQSV9LRVkiOiIke09QRU5BSV9BUElfS0VZfSIsIkFOVEhST1BJQ19BUElfS0VZIjoiJHtBTlRIUk9QSUNfQVBJX0tFWX0iLCJMQU5HU01JVEhfQVBJX0tFWSI6IiR7TEFOR1NNSVRIX0FQSV9LRVl9In19"
}{
"servers": {
"vectora": {
"type": "stdio",
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
"COHERE_API_KEY": "${COHERE_API_KEY}",
"TAVILY_API_KEY": "${TAVILY_API_KEY}",
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"LANGSMITH_API_KEY": "${LANGSMITH_API_KEY}"
}
}
}
}{
"mcpServers": {
"vectora": {
"command": "uvx",
"args": [
"vectora-agent==0.1.0rc3"
],
"env": {
"GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
"COHERE_API_KEY": "${COHERE_API_KEY}",
"TAVILY_API_KEY": "${TAVILY_API_KEY}",
"OPENAI_API_KEY": "${OPENAI_API_KEY}",
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
"LANGSMITH_API_KEY": "${LANGSMITH_API_KEY}"
}
}
}
}extensions:
"vectora":
enabled: true
name: "vectora"
type: stdio
cmd: "uvx"
args:
- "vectora-agent==0.1.0rc3"
envs:
"GOOGLE_API_KEY": "${GOOGLE_API_KEY}"
"COHERE_API_KEY": "${COHERE_API_KEY}"
"TAVILY_API_KEY": "${TAVILY_API_KEY}"
"OPENAI_API_KEY": "${OPENAI_API_KEY}"
"ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
"LANGSMITH_API_KEY": "${LANGSMITH_API_KEY}"
timeout: 300
Placeholders to fill from your own secret store: ${GOOGLE_API_KEY}, ${COHERE_API_KEY}, ${TAVILY_API_KEY}, ${OPENAI_API_KEY}, ${ANTHROPIC_API_KEY}, ${LANGSMITH_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_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 unknowndeps.known_vulnsno known advisory in 129 resolved packagesdeps.mcp_sdk_versionmcp 1.30.0, no known advisorydeps.resolvable[email protected] resolved: 129 packagesNo 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-150d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI128 dependencies, resolved · MCP SDK mcp 1.30.0 · advisories checked 2026-10-19
No known advisory affects this dependency graph.
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 |
|---|---|---|---|---|
vectora-agent | pypi | 0.1.0rc3 | – | GOOGLE_API_KEY, COHERE_API_KEY, TAVILY_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, LANGSMITH_API_KEY |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.brunosrz/vectora",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.1.0rc3",
"packages": [
{
"version": "0.1.0rc3",
"transport": {
"type": "stdio"
},
"identifier": "vectora-agent",
"registryType": "pypi",
"environmentVariables": [
{
"name": "GOOGLE_API_KEY",
"format": "string",
"isSecret": true,
"description": "Google Gemini API key (recommended free-tier LLM provider)"
},
{
"name": "COHERE_API_KEY",
"format": "string",
"isSecret": true,
"isRequired": true,
"description": "Cohere API key — required for RAG embeddings and reranking"
},
{
"name": "TAVILY_API_KEY",
"format": "string",
"isSecret": true,
"isRequired": true,
"description": "Tavily API key — required for web search and URL extraction"
},
{
"name": "OPENAI_API_KEY",
"format": "string",
"isSecret": true,
"description": "OpenAI API key (optional — alternative LLM provider)"
},
{
"name": "ANTHROPIC_API_KEY",
"format": "string",
"isSecret": true,
"description": "Anthropic API key (optional — alternative LLM provider)"
},
{
"name": "LANGSMITH_API_KEY",
"format": "string",
"isSecret": true,
"description": "LangSmith API key (optional — tracing and observability)"
}
]
}
],
"repository": {
"url": "https://github.com/brunosrz/vectora",
"source": "github"
},
"description": "AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code."
}