Borrowing it
Nothing to install: this file belongs to tosin2013/mcp-codebase-insight. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/tosin2013/mcp-codebase-insight/main/.github/agents/VectorStoreAgent.agent.mdgit clone --depth 1 https://github.com/tosin2013/mcp-codebase-insightWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/tosin2013/mcp-codebase-insight/vectorstoreagent)<a href="https://agentmods.dev/agents/tosin2013/mcp-codebase-insight/vectorstoreagent"><img src="https://agentmods.dev/badge/agents/tosin2013/mcp-codebase-insight/vectorstoreagent/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/tosin2013/mcp-codebase-insight/vectorstoreagent"><img src="https://agentmods.dev/badge/agents/tosin2013/mcp-codebase-insight/vectorstoreagent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.01703 |
| Opus 5.5 | $0.00000 | $0.00681 |
| Sonnet 5.5 | $0.00000 | $0.00341 |
| Haiku 4.5 | $0.00000 | $0.00170 |
Grade A, and why
VectorStoreAgent scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl http://localhost:6333/collections The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 282 lines · 0 tokens per session scan A ed3f9c09a454
VectorStoreAgent is an agent published in the GitHub repository tosin2013/mcp-codebase-insight (12 stars, last pushed 11mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 1,703 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
VectorStoreAgent compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| VectorStoreAgenttosin2013/mcp-codebase-insight | Agent | 12 | 11mo ago | none | A | 0 | Claude Code |
| langchain4j-ai-development-expertgiuseppe-trisciuoglio/developer-kit | Agent | 367 | 1mo ago | MIT | A | 65 | Claude Code |
| wiki-qa-probebearlike/Assistant | Agent | 43 | 7d ago | MIT | A | 43 | Claude Code |
| qdrant-expertacaprino/daodan | Agent | 9 | 4d ago | MIT | A | 91 | Claude Code |
| tokentonone-ai/tonone | Agent | 77 | 23d ago | MIT | A | 21 | Claude Code |
| FAI LangChain Expertfrootai/frootai | Agent | 7 | 4d ago | MIT | A | 41 | Claude Code |
| rag-evaluatorLucasSantana-Dev/sharekit | Agent | 2 | 4d ago | MIT | A | 68 | Claude Code |