evo2-mcp-server (Shiroko114514/evo2-mcp-server) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 5 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
10 days ago

evo2-mcp-server

Enables DNA sequence analysis and variant effect prediction using Evo2-7B via MCP tools, providing forward inference, likelihood scoring, and batch variant comparison through natural language.

→ Shiroko114514/evo2-mcp-server· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

Shiroko114514

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 1 credential: NVIDIA_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configEVO2_MCP_ALLOW_AMBIGUOUS设为 1 允许 N 碱基透传（见 §15）
🔐 secretNVIDIA_API_KEYAPI Key，只从这里读取
configEVO2_MCP_BASE_URL服务地址（自托管 NIM 时修改）
configEVO2_MCP_TIMEOUTHTTP 读超时（秒）
configEVO2_MCP_MAX_RETRIES408/429/5xx 最大重试次数
configEVO2_MCP_MAX_CONCURRENCYbatch/FASTA 并发上限
configEVO2_MCP_ALLOWED_DIRS对 FASTA 中每个 record 评分（本地路径受 EVO2_MCP_ALLOWED_DIRS 沙箱限制）
configEVO2_MCP_OUTPUT_DIRmode="save" 输出目录（也是 save_path 唯一允许的位置）
configEVO2_MCP_RAW_INLINE_MAXmode="raw" 允许内联的 tensor 元素总数上限
configEVO2_MCP_MAX_PER_POSITIONper-position 列表返回上限（超出取头尾）
configEVO2_MCP_LOGITS_LAYER新增 配置（默认 auto）：评分工具先尝试文档名 output_layer，若收到 422 has no attribute（托管端）自动切换到 unembed 并缓存，之后不再重复探测；自托管 NIM 2.x 容器则一次成功，零额外请求。
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

5/5 tools missing one or more hints — evo2_forward (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); evo2_score (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); evo2_variant_score (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/shiroko114514/evo2-mcp-server)](https://m8ven.ai/mcp/shiroko114514/evo2-mcp-server)
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commit: d130d1af653dc189efce33b5c412cdec94fc0d97
code hash: 22d5ec1d79c2d2393c7bb6c10187ac6b4ecc07e9c9452c91eeb0cbe0627263db
verified: 9/2/2026, 5:20:24 PM
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