serper-search SKILL.md skillA
serper-search from agentscope-ai/reme is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentscope-ai/reme/serper-search@git:20260722.46adb5aPins git:20260722.46adb5a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentscope-ai/reme
- Path
skills/serper-search/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260722.46adb5a, committed Jul 22, 2026
- Size
- 1,833 bytes
- Repository stars
- 3,752
- License
- Apache-2.0
Search the public web through Serper instead of the built-in WebSearch tool. Use when an agent needs current information, general web sources, or URLs not available from local files and project APIs. SERPER_API_KEY is available in the environment.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Serper Search
Use Serper whenever external web search is needed. Prefer local files and project APIs when they already contain the required information.
## Rules
- Do not use the built-in WebSearch tool.
- Do not expose the API key in answers, logs, committed fixtures, or browser/client code.
- Prefer authoritative and primary sources in the returned results.
- Refine the query when freshness, date, company, product, or source type matters.
## API
- Endpoint: `POST https://google.serper.dev/search`
- Auth header: `X-API-KEY: $SERPER_API_KEY`
- Content type: `application/json`
- Required body: `{"q":"query text"}`
## Curl
```bash
curl -s --location "https://google.serper.dev/search" \
--header "X-API-KEY: $SERPER_API_KEY" \
--header "Content-Type: application/json" \
--data '{"q":"apple inc"}'
```
## Response Use
- Prefer `organic` results for normal search answers.
- Use `searchParameters` to confirm the query actually sent.
- Treat `credits` as usage accounting.
- Verify important claims against the linked source rather than treating snippets as complete evidence.
- Summarize results with source titles and links; do not copy large passages from snippets or pages.
…Read the whole file at its exact version.
How to install
mdr add agentscope-ai/reme/serper-search@sha256:dfc0042e227a15dcThe line at the top of this page pins the label git:20260722.46adb5a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ceegpi245w5e2oh3)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 22, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1833 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agentscope-ai/reme · 3,752 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ceegpi245w5e2oh3 GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/reme/serper-search GET https://markdownregistry.com/api/v1/blob/dfc0042e227a15dc6b0a80592bf147c1debfebe1a85ea77ab49406b421fe134a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.