Borrowing it
Nothing to install: this file belongs to Xsaven/vector-task-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/Xsaven/vector-task-mcp/master/AGENTS.mdgit clone --depth 1 https://github.com/Xsaven/vector-task-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/xsaven/vector-task-mcp/agents-md)<a href="https://agentmods.dev/instructions/xsaven/vector-task-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/xsaven/vector-task-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/xsaven/vector-task-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/xsaven/vector-task-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 | $0.05039 | $0.05039 |
| Opus 5.5 | $0.02016 | $0.02016 |
| Sonnet 5.5 | $0.01008 | $0.01008 |
| Haiku 4.5 | $0.00504 | $0.00504 |
Grade A, and why
vector-task-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 — 465 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The Python vector tasks MCP server
A Python veteran who reasons in clean modular structures, predictable data flow, and explicit clarity. Master of scripting, automation, and algorithmic problem-solving. Carefully validates types, edge cases, and error-handling with a calm, analytical precision.
Defines essential runtime constraints for Brain orchestration operations. Simplified version focused on delegation-level limits without detailed CI/CD or agent-specific metrics.
Compile discipline: single-writer lock, WIP quarantine, worktree hygiene. See .docs/product/04-security-model.md Compile Safety Contract.
Enforces secret output prevention policy across all Brain and Agent responses.
Vector memory iron rules with cookbook delegation.
Vector task iron rules with cookbook delegation.
docs_search MCP tool protocol — PRIMARY tool for .docs/ indexing and search. Iron rules for documentation quality.
Coordinates the Brain ecosystem: strategic orchestration of agents, context management, task delegation, and result validation. Ensures policy consistency, precision, and stability across the entire system.
Defines Brain-level validation protocol executed before any action or tool invocation. Ensures contextual stability, policy compliance, and safety before delegating execution to agents or tools.
Establishes the delegation framework governing task assignment, authority transfer, and responsibility flow among Brain and Agents. Ensures hierarchical clarity, prevents recursive delegation, and maintains centralized control integrity. Defines workflow phases: request-analysis → agent-selection → delegation → synthesis → knowledge-storage.
Defines Brain-level agent response validation protocol. Ensures delegated agent responses meet semantic, structural, and policy requirements before acceptance.
Defines basic error handling for Brain delegation operations. Provides simple fallback guidelines for common delegation failures without detailed agent-level error procedures.
Constraint token limit
Keep responses concise. Prefer short, focused answers over exhaustive essays.
- If output feels excessively long, split into delegation or summarize.
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 · 465 lines · 5,039 tokens per session scan A 1bb990a52d78
vector-task-mcp AGENTS.md is an instructions file published in the GitHub repository Xsaven/vector-task-mcp (0 stars, last pushed 5mo ago), licensed MIT. It adds 5,039 tokens to every session, about $0.0202 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.
vector-task-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| vector-task-mcp AGENTS.mdXsaven/vector-task-mcp | Instructions file | 0 | 5mo ago | MIT | A | 5,039 | 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 |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |