Borrowing it
Nothing to install: this file belongs to ABIvan-Tech/zvec-mcp. 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/ABIvan-Tech/zvec-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/ABIvan-Tech/zvec-mcpWrote 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/instructions/abivan-tech/zvec-mcp/agents-md)<a href="https://agentmods.dev/instructions/abivan-tech/zvec-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/abivan-tech/zvec-mcp/agents-md/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/instructions/abivan-tech/zvec-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/abivan-tech/zvec-mcp/agents-md.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 | $0.01264 | $0.01264 |
| Opus 5.5 | $0.00506 | $0.00506 |
| Sonnet 5.5 | $0.00253 | $0.00253 |
| Haiku 4.5 | $0.00126 | $0.00126 |
Grade A, and why
zvec-mcp AGENTS.md scanned grade A with 0 findings 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Instructions
For repository and implementation questions, first consult the local project knowledge base through the MCP tool search_project_knowledge before doing any broad repository search. If search_project_knowledge returns a tool error or is unavailable, do not silently continue as if the knowledge base had been checked successfully; explicitly mention that the MCP knowledge base was unavailable and then fall back to a targeted grep search. If search_project_knowledge returns no useful results, explain that the knowledge base did not provide a useful hit and then proceed to a focused grep search.
[!NOTE] The database indexes source files only. Files with extensions like
.md(documentation), configuration files (package.json,tsconfig.json,vite.config.ts,eslint.config.js), and declaration files (.d.ts) are ignored by design. For these files or queries about general architecture/configs, skip vector search and usegrep_searchorview_filedirectly. If the MCP tool throws locking/concurrency errors (e.g.Can't lock collection), it may mean there are stale bridge processes holding the file lock. Proactively list and terminate any stalenode zvec-mcp-bridge.jsprocesses. If the index seems outdated or returns zero results on valid codebase queries, callinitialize_project_knowledgewithforce_rebuild: trueto regenerate the database.Architecture: The bridge runs in one of three modes:
--daemon --port N— persistent HTTP/SSE daemon (shared by multiple clients)- Default (auto) — auto-starts a daemon if none running, otherwise proxies to existing one
- Legacy stdio — runs standalone (fallback if daemon can't start)
Available MCP Tools
| Tool | Description |
|---|---|
search_project_knowledge |
Semantic search through the indexed project codebase. Use as first step before broad repository search. |
initialize_project_knowledge |
Create or rebuild the knowledge base index. Call when index is missing, stale, or corrupted. |
index_file |
Force indexing of a specific file immediately. Useful for newly created or modified files. |
get_knowledge_status |
Get health, statistics, and configuration (document count, init state, detected extensions, project type). |
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 · 71 lines · 1,264 tokens per session scan A 07d4df5843d0
zvec-mcp AGENTS.md is an instructions file published in the GitHub repository ABIvan-Tech/zvec-mcp (9 stars, last pushed 4mo ago), licensed MIT. It adds 1,264 tokens to every session, about $0.0051 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
zvec-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| zvec-mcp AGENTS.mdABIvan-Tech/zvec-mcp | Instructions file | 9 | 4mo ago | MIT | A | 1,264 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| vscode ai-customization.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 1,907 | GitHub Copilot |