AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
Vectora is an MCP integration. AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
The published pypi package is vectora-agent, version 0.1.0rc3. Its declared MCP transport is stdio.
The package declares GOOGLE_API_KEY: Google Gemini API key (recommended free-tier LLM provider); COHERE_API_KEY (required): Cohere API key — required for RAG embeddings and reranking; TAVILY_API_KEY (required): Tavily API key — required for web search and URL extraction; OPENAI_API_KEY: OpenAI API key (optional — alternative LLM provider); ANTHROPIC_API_KEY: Anthropic API key (optional — alternative LLM provider); LANGSMITH_API_KEY: LangSmith API key (optional — tracing and observability).
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository. This profile uses version 0.1.0rc3 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
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| Variable | Description | Required |
|---|---|---|
| GOOGLE_API_KEY | Google Gemini API key (recommended free-tier LLM provider) | Optional |
| COHERE_API_KEY | Cohere API key — required for RAG embeddings and reranking | Yes |
| TAVILY_API_KEY | Tavily API key — required for web search and URL extraction | Yes |
| OPENAI_API_KEY | OpenAI API key (optional — alternative LLM provider) | Optional |
| ANTHROPIC_API_KEY | Anthropic API key (optional — alternative LLM provider) | Optional |
| LANGSMITH_API_KEY | LangSmith API key (optional — tracing and observability) | Optional |
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