Borrowing it
Nothing to install: this file belongs to hunter-heidenreich/academic-tools-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/hunter-heidenreich/academic-tools-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/hunter-heidenreich/academic-tools-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/hunter-heidenreich/academic-tools-mcp/claude-md)<a href="https://agentmods.dev/instructions/hunter-heidenreich/academic-tools-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/hunter-heidenreich/academic-tools-mcp/claude-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/hunter-heidenreich/academic-tools-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/hunter-heidenreich/academic-tools-mcp/claude-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 | $0.00781 | $0.00781 |
| Opus 5.5 | $0.00312 | $0.00312 |
| Sonnet 5.5 | $0.00156 | $0.00156 |
| Haiku 4.5 | $0.00078 | $0.00078 |
Grade A, and why
academic-tools-mcp CLAUDE.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 1mo 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 — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
What This Is
A FastMCP-based MCP server wrapping academic APIs (see README.md for the
provider table). It exists primarily to support an academic notes/blog workflow:
verifying paper metadata, authors, and institutions, generating BibTeX, and
exploring reference/citation graphs.
Commands
uv run pytest -v # Run the test suite
uv run python -m academic_tools_mcp.server # Run the MCP server
ENABLE_DEBUG_TOOLS=1 uv run python -m academic_tools_mcp.server # + the get_server_stats tool
Changelog & versioning
Before opening a PR, add a bullet to ## [Unreleased] in
CHANGELOG.md (Keep a Changelog format) under the right
Added / Changed / Fixed / Removed heading, referencing the PR number
(e.g. ([#12])) with a matching link definition at the bottom of the file. Skip
only for changes with no user-facing effect (pure refactors, internal docs,
test-only edits).
Releases are cut deliberately, not per-merge. Calendar versioning: rename
[Unreleased] to ## [YYYY.MM.DD] — YYYY-MM-DD, bump version in
pyproject.toml to match (PEP 440 drops leading zeros: tag v2026.05.29 ↔
version 2026.5.29), and tag the commit vYYYY.MM.DD.
Where the detail lives
Design detail lives in .claude/rules/, each file auto-loading from its own
paths: frontmatter when you read a matching file. You never need to go looking
for one: open the code and its rules arrive with it.
Where a new file goes, and what to call it, is machine-checked.
tests/test_layering.py owns the layer order in its _LAYERS table and asserts it
by AST; tests/test_rules_layer.py does the same for the rules layer's own
structure. Both fail CI rather than review.
Adding a new API provider or a new OpenAlex entity: use the add-provider skill.
Cross-cutting design decisions
- One paper tool per job, not one per provider.
get_paper_metadata/_authors/_abstract/_bibtextake any identifier and dispatch on identifier shape, not on which provider has richer data —get_paper_metadata("2301.00001")returns arXiv's native response even though OpenAlex also has the paper. Provider-specific data (OpenAlex topics, citations, venue) gets dedicated OpenAlex-only tools. - Operational stats are not agent-facing.
net/stats.pycounters exist for the operator;get_server_statsregisters only underENABLE_DEBUG_TOOLS=1, off by default, so an agent can't see or branch on cache/throttle state.
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.
- 1mo ago Changed · -14 lines · -233 tokens per session 99167915fda9
- 1mo ago Changed · +1 lines · +7 tokens per session 9a38060fd0a6
- 1mo ago Changed · +26 lines · -388 tokens per session e93825f28a45
- 1mo ago Changed · +2 lines · +113 tokens per session 432cebc52491
- 2mo ago Changed · +1 lines · +111 tokens per session 5fda2f1b911f
- 2mo ago Changed · -100 lines · -3,035 tokens per session 3e1e113dd254
- 2mo ago First seen · 153 lines · 4,206 tokens per session scan A 5208caa05ea3
academic-tools-mcp CLAUDE.md is an instructions file published in the GitHub repository hunter-heidenreich/academic-tools-mcp (5 stars, last pushed 1mo ago), licensed MIT. It adds 781 tokens to every session, about $0.0031 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.
academic-tools-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| academic-tools-mcp CLAUDE.mdhunter-heidenreich/academic-tools-mcp | Instructions file | 5 | 1mo ago | MIT | A | 781 | Claude Code |
| 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 |