bgpt-mcp

bgpt-mcp is a skill for Claude Code, Codex from Friz-zy/ai-capability-registry. It costs 13 tokens per session (178 once invoked), scanned A, original, MIT.

A connection to BGPT, a service for scientific research.

In plain words
What is it for?
Use it for scientific research tasks involving the BGPT service.
Why use it?
It can bring a research-focused service into an agent workflow when the task needs scientific information.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for scientific research tasks involving the BGPT service.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/friz-zy/ai-capability-registry/bgpt
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Friz-zy/ai-capability-registry --skill bgpt
Clone the repo
git clone --depth 1 https://github.com/Friz-zy/ai-capability-registry

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for bgpt-mcp

README.md
[![agentmods](https://agentmods.dev/badge/skills/friz-zy/ai-capability-registry/bgpt/github.svg)](https://agentmods.dev/skills/friz-zy/ai-capability-registry/bgpt)
Your own site
<a href="https://agentmods.dev/skills/friz-zy/ai-capability-registry/bgpt"><img src="https://agentmods.dev/badge/skills/friz-zy/ai-capability-registry/bgpt/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.

agentmods 80×15 button for bgpt-mcp

Your own site · 80×15
<a href="https://agentmods.dev/skills/friz-zy/ai-capability-registry/bgpt"><img src="https://agentmods.dev/badge/skills/friz-zy/ai-capability-registry/bgpt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 178 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00013 $0.00178
Opus 5 $0.00006 $0.00089
Sonnet 5 $0.00003 $0.00036
Haiku 4.5 $0.00001 $0.00018

Measured 8d ago against content hash 95385ec7daef, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

bgpt-mcp 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 8d 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.

mcp/servers/bgpt/SKILL.md · 46 lines

What it actually says

BGPT

Scientific Research MCP server by BGPT.

When to use

  • Use BGPT only when the task directly involves Scientific Research.

Connection

Hosted endpoint

{
  "type": "sse",
  "url": "https://bgpt.pro/mcp/sse"
}

MCP instructions

References

Security policy

  • Trust: trusted
  • Default mode: ask_before_write
  • Permission default: ask_before_write
  • Authentication: Open / API Key
  • Posture: Follow the declared defaults; this generated record does not replace server-specific review.
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 8d ago First seen · 46 lines · 13 tokens per session scan A 95385ec7daef

Subscribe to this mod's changes

bgpt-mcp is a skill published in the GitHub repository Friz-zy/ai-capability-registry (9 stars, last pushed 4d ago), licensed MIT. It adds 13 tokens to every session and 178 once invoked, about $0.0001 per session on Opus 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 2026-09-03.

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