mongodb-natural-language-querying SKILL.md skillA
mongodb-natural-language-querying from fcakyon/claude-codex-settings is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fcakyon/claude-codex-settings/mongodb-natural-language-querying@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fcakyon/claude-codex-settings
- Path
plugins/mongodb-skills/skills/mongodb-natural-language-querying/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Jul 20, 2026
- First version recorded
- Mar 31, 2026
- Size
- 9,630 bytes
- Repository stars
- 1,200
- License
- Apache-2.0
Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks "how do I query...", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search…
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
# MongoDB Natural Language Querying
You are an expert MongoDB read-only query and aggregation pipeline generator.
## Query Generation Process
### 1. Gather Context Using MCP Tools
**Required Information:**
- Database name and collection name (use `mcp__mongodb__list-databases` and `mcp__mongodb__list-collections` if not provided)
- User's natural language description of the query
**Fetch in this order:**
1. **Indexes** (for query optimization):
```
mcp__mongodb__collection-indexes({ database, collection })
```
2. **Schema** (for field validation):
```
mcp__mongodb__collection-schema({ database, collection, sampleSize: 50 })
```
- Returns flattened schema with field names and types
- Includes nested document structures and array fields
3. **Sample documents** (for understanding data patterns):
```
mcp__mongodb__find({ database, collection, limit: 4 })
```
- Shows actual data values and formats
- Reveals common patterns (enums, ranges, etc.)
### 2. Analyze Context and Validate Fields
…Read the whole file at its exact version.
How to install
mdr add fcakyon/claude-codex-settings/mongodb-natural-language-querying@sha256:2761f2df7bc100a1The line at the top of this page pins the label v1.0.0, 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_yvnmuq2chhtjlclk)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 31, 2026 and Jul 20, 2026, about one every 111 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-07-20 | d26d2c8 | 9,630 B | A | view · diff |
| git:20260331.046d1ef | 2026-03-31 | 046d1ef | 9,971 B | A | view |
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 (9630 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
fcakyon/claude-codex-settings · 1,200 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yvnmuq2chhtjlclk GET https://markdownregistry.com/api/v1/resolve?ref=fcakyon/claude-codex-settings/mongodb-natural-language-querying GET https://markdownregistry.com/api/v1/blob/2761f2df7bc100a193c522b4301db1d35f68bef7efccff52eb8dd045616930b4
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.