Redis Agent Skills is Redis's collection of packaged instructions and resources that teach AI coding agents how to work with Redis data structures, connections, search, caching, clustering, security, observability, and agent memory. It is for developers using coding agents to build or troubleshoot Redis-backed applications. The catalogue entries are the project's own agent skills, instructions, and plugin packaging.
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.
npx skills add redis/agent-skills --skill redis-docs-mcpgit clone --depth 1 https://github.com/redis/agent-skillsWrote 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/skills/redis/agent-skills/redis-docs-mcp)<a href="https://agentmods.dev/skills/redis/agent-skills/redis-docs-mcp"><img src="https://agentmods.dev/badge/skills/redis/agent-skills/redis-docs-mcp/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/skills/redis/agent-skills/redis-docs-mcp"><img src="https://agentmods.dev/badge/skills/redis/agent-skills/redis-docs-mcp.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 | $0.00132 | $0.01491 |
| Opus 5.5 | $0.00053 | $0.00596 |
| Sonnet 5.5 | $0.00026 | $0.00298 |
| Haiku 4.5 | $0.00013 | $0.00149 |
Grade A, and why
redis-docs-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 today.
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 — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Redis Docs MCP
The redis-docs server exposes the redis.io documentation over MCP as search, fetch, and ask. Those tools carry their own descriptions, and on when to call each one they are accurate — start with search, fetch what you need, keep ask for questions that span several areas. This skill covers what they get wrong or leave out.
When to apply
- You are about to look something up through these tools.
- A result did not look like what the tool description promised.
- A
searchcame back empty, oraskwas rate-limited or declined to answer.
Reach for the sibling Redis skills first where they cover the topic — they carry curated guidance that raw docs pages do not. Use these tools to verify specifics and fill gaps.
1. Ids address sections, not pages
The tool descriptions say search returns "pages" and fetch returns "one Redis documentation page". The index is per section, and ids come in four shapes:
| Shape | Example | What fetch returns |
|---|---|---|
| Bare page | commands/expire |
The whole page — ~8.5 KB for EXPIRE, examples and appendices included |
| Named anchor | develop/using-commands/keyspace#sec:key-expiration |
That section |
| Ordinal window | develop/ai/search-and-query/advanced-concepts/expiration#sec:w0 |
That window, ~1–2 KB |
| Anchor + window | develop/clients/jedis/connect#sec:configure-a-connection-pool-w0 |
That window of that section |
What follows from this:
- Repeated urls in one result set are not duplicates. Several hits often share a page url while carrying distinct ids — they are different sections of the same page. Tell them apart by their snippets, not their urls.
#sec:wNordinals are index windows. They come back in relevance order, notw0, w1, w2. Don't try to reassemble a page out of snippets;fetchthe section you actually need.- Never construct an id. Valid ids come from a
searchresult or anaskresult'ssources[].id. Guessing happens to work forcommands/<name>and fails on everything with sections. - Snippets are truncated prefixes of the body, not summaries. When one cuts off mid-word right at the interesting part,
fetchon that id is guaranteed to contain the continuation — no need to re-search with different words. - Cite the page
urland name the section in prose.#sec:w1is an index address, not a web anchor. Ids with a named anchor (#sec:<name>, or#sec:<name>-wN) return a url with a usable fragment; bare#sec:wNids don't.
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.
- today First seen · 72 lines · 132 tokens per session scan A 5122960cf7ba
redis-docs-mcp is a skill published in the GitHub repository redis/agent-skills (174 stars, last pushed yesterday), licensed MIT. It adds 132 tokens to every session and 1,491 once invoked, about $0.0005 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 2026-11-06.
redis-docs-mcp compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| redis-docs-mcpredis/agent-skills | Skill | 174 | yesterday | MIT | A | 132 | Claude Code |
| backend-caching-strategiesj4flmao/agent-skills | Skill | 38 | 3d ago | MIT | A | 138 | Claude Code, Codex |
| nestjs-cachingFilippoDeSilva/skills | Skill | 2 | 4mo ago | none | A | 51 | Claude Code, Codex |
| nestjs-schedulingFilippoDeSilva/skills | Skill | 2 | 4mo ago | none | A | 44 | Claude Code, Codex |
| cachingzebbern/termstack | Skill | 4 | 6mo ago | none | A | 32 | Claude Code, Codex |
| event-drivenLuuOW/meridian-mcp | Skill | 0 | 24d ago | MIT | A | 34 | Claude Code, Codex |
| redis-jsupstash/redis-js | Skill | 983 | yesterday | MIT | A | 93 | Claude Code, Codex |