vectora in namespace io.github
Local package path declaredCredentials listedRepository declared by sourceUpdated 2026-05-22
io.github.brunosrz/vectora · Registry status: active
No name of its own reaches this register for this entry. The heading therefore carries the trailing segment of the identifier; the identifier itself is listed below as a coordinate.
At a glance
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
Vendor's own description, untranslated and unverified
- Execution location
- Local package path declaredMCP-Register · 2026-08-06
- Required secrets declared
- Credentials listedMCP-Register · 2026-08-06
- Declared version and change
0.1.0rc3· Source-reported change date 2026-05-22MCP-Register · 2026-08-06- Repository as declared
- github.com/brunosrz/vectoraMCP-Register · 2026-08-06
- Configuration
- can be built from the disclosed start template
Inspect connection paths and prerequisites
Related categories
- MCP servers for agent memory1,177
- MCP servers for web scraping481
- MCP servers with declared required secrets6,067
- Locally executed MCP servers17,056
- MCP servers with a repository URL30,107
- Local MCP servers with a repository URL16,152
6 of 12 categories. All categories in the segment catalogue
Page last changed:
Sources and collection
- Runs
- Local package path declared
- Credentials
- Credentials listed
- Registry record changed
- 2026-05-22
- Setup
- Template available
- Registry name
io.github.brunosrz/vectora- Package coordinate
pypi:vectora-agent- Declared version
0.1.0rc3- Source-reported listing date
- 2026-05-22
- Source-reported change date
- 2026-05-22
- First seen by tracevero
- 2026-08-06
- Vendor's website
- https://github.com/brunosrz/vectora
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Required secrets declared | Credentials listed yes Original data – Required secret variables (raw): COHERE_API_KEY, TAVILY_API_KEY Original data – Required secret headers (raw): confirmed absent Source: MCP-Register · collected on 2026-08-06 · derived |
|---|---|
| Execution location | Local package path declared local Original data – Transports (raw): stdio Source: MCP-Register · collected on 2026-08-06 · derived |
| Path argument present | no Original data – Path arguments (raw): confirmed absent Original data – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-08-06 · derived |
| Repository URL listed | Repository declared by source yes Original data – Repository (raw): https://github.com/brunosrz/vectora Source: MCP-Register · collected on 2026-08-06 · derived |
| Field of use, derived from the vendor description | Memory Original data – Description (raw): AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code. Source: MCP-Register · collected on 2026-08-26 · derived |
| Field of use, derived from the vendor description | Web scraping Original data – Description (raw): AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code. Source: MCP-Register · collected on 2026-08-26 · derived |
| Declared version | 0.1.0rc3 Source: MCP-Register · collected on 2026-08-06 · self-declared |
What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.
Source data25
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Description (raw) | AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code. Source: MCP-Register · collected on 2026-08-26 · self-declared |
|---|---|
| Environment variables (raw) | GOOGLE_API_KEY, COHERE_API_KEY, TAVILY_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, LANGSMITH_API_KEY Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret variables (raw) | COHERE_API_KEY, TAVILY_API_KEY Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Transports (raw) | stdio Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Repository (raw) | https://github.com/brunosrz/vectora Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Package registries (raw) | pypi Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret headers (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote URLs (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote hosts (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| First listed in the registry (raw) | 2026-05-22 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Last changed in the registry (raw) | 2026-05-22 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Delivery form (raw) | package Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package identifiers (raw) | vectora-agent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package versions (raw) | 0.1.0rc3 Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Runtime hints (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable formats (raw) | string Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable descriptions (raw) | ANTHROPIC_API_KEY=Anthropic API key (optional — alternative LLM provider) · COHERE_API_KEY=Cohere API key — required for RAG embeddings and reranking · GOOGLE_API_KEY=Google Gemini API key (recommended free-tier LLM provider) · LANGSMITH_API_KEY=LangSmith API key (optional — tracing and observability) · OPENAI_API_KEY=OpenAI API key (optional — alternative LLM provider) · TAVILY_API_KEY=Tavily API key — required for web search and URL extraction Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"vectora-agent","version":"0.1.0rc3","transport":"stdio","environment":[{"name":"GOOGLE_API_KEY","description":"Google Gemini API key (recommended free-tier LLM provider)","format":"string","required":false,"secret":true},{"name":"COHERE_API_KEY","description":"Cohere API key — required for RAG embeddings and reranking","format":"string","required":true,"secret":true},{"name":"TAVILY_API_KEY","description":"Tavily API key — required for web search and URL extraction","format":"string","required":true,"secret":true},{"name":"OPENAI_API_KEY","description":"OpenAI API key (optional — alternative LLM provider)","format":"string","required":false,"secret":true},{"name":"ANTHROPIC_API_KEY","description":"Anthropic API key (optional — alternative LLM provider)","format":"string","required":false,"secret":true},{"name":"LANGSMITH_API_KEY","description":"LangSmith API key (optional — tracing and observability)","format":"string","required":false,"secret":true}],"additional_arguments_declared":false}],"remotes":[]} Source: MCP-Register · collected on 2026-09-08 · self-declared |
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Changes
| 2026-09-08 | Connection paths (source structure): – → {"packages":[{"registryType":"pypi","identifier":"vectora-agent","version":"0.1.0rc3","transport":"stdio","environment":[{"name":"GOOGLE_API_KEY","description":"Google Gemini API key (recommended free-tier LLM provider)","format":"string","required":false,"secret":true},{"name":"COHERE_API_KEY","description":"Cohere API key — required for RAG embeddings and reranking","format":"string","required":true,"secret":true},{"name":"TAVILY_API_KEY","description":"Tavily API key — required for web search and URL extraction","format":"string","required":true,"secret":true},{"name":"OPENAI_API_KEY","description":"OpenAI API key (optional — alternative LLM provider)","format":"string","required":false,"secret":true},{"name":"ANTHROPIC_API_KEY","description":"Anthropic API key (optional — alternative LLM provider)","format":"string","required":false,"secret":true},{"name":"LANGSMITH_API_KEY","description":"LangSmith API key (optional — tracing and observability)","format":"string","required":false,"secret":true}],"additional_arguments_declared":false}],"remotes":[]} |
|---|---|
| 2026-08-26 | Field of use, derived from the vendor description: – → Memory, Web scraping |
| 2026-08-26 | Description (raw): – → AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code. |
These are the 3 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-brunosrz-vectora