MCP Server Builder
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
Connect to and work with databases using Arrow Database Connectivity (ADBC).
Apache-2.0Auto-check passed
Install Adbc
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Kilo-Org/kilo-marketplace adbc --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/adbc .claude/skills/adbc && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .claude/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbcType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Kilo-Org/kilo-marketplace adbc --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/adbc .agents/skills/adbc && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .agents/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Kilo-Org/kilo-marketplace adbc --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/adbc .cursor/skills/adbc && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .cursor/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Kilo-Org/kilo-marketplace.git --path skills/adbc--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Kilo-Org/kilo-marketplace adbc --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/adbc .gemini/skills/adbc && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .gemini/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Kilo-Org/kilo-marketplace adbcInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/adbc .github/skills/adbc && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .github/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Kilo-Org/kilo-marketplace --skill adbc -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Kilo-Org/kilo-marketplace adbc --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/adbc .opencode/skills/adbc && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "adbc" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/adbc into .opencode/skills/adbc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adbc", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
adbc- GitHub stars
- 189
- Token cost
- ~1.1k tokens
- SKILL.md length
- 500 words
- Files
- 16
- Skills in repo
- 87
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Connect to and work with databases using Arrow Database Connectivity (ADBC).
- The user needs to use a database
- SKILL.md covers Find a driver for a database, Install dbc, Programming Language and Using a Driver, plus 2 more sections
- Calls uv, pipx and brew
What it does
Adbc is an agent skill from Kilo-Org/kilo-marketplace. Connect to and work with databases using Arrow Database Connectivity (ADBC). Use whenever the user needs to use a database.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files (for example `resources/connection-profiles.md`, `resources/drivers/duckdb.md` and `resources/drivers/flightsql.md`).
It works with SQLite. The repository describes itself as: Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across the Kilo ecosystem—including Kilo Code (VS Code extension)… The licence is Apache-2.0.
When your agent uses it
- The user needs to use a database
Example prompts
- “/adbc”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit ff51758. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
uvpipxbrewwinget
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.columnar.techarrow.apache.orggithub.comdocs.adbc-drivers.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Adbc loads about 1.1k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 500 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Kilo-Org/kilo-marketplace at commit ff51758, republished under its Apache-2.0 licence (© Kilo-Org). 500 words, ~1,098 tokens.
Download SKILL.mdSave it as
.claude/skills/adbc/SKILL.md (or your agent's skills folder). This skill also uses 15 other files; get the full folder from GitHub.- name
- adbc
- description
- Connect to and work with databases using Arrow Database Connectivity (ADBC). Use whenever the user needs to use a database.
- metadata.category
- data
Find a driver for a database
Use the dbc command line tool to find available drivers for a database. It's possible no driver may exist for the user's database of choice as not all databases have ADBC drivers.
Install dbc
If the user does not have dbc available, try to install it for them.
Prefer installing it with these commands, in order of preference, if the tool is available:
- If
uvis available:uv tool install dbc - If
pipxis available:pipx install dbc - If
brewis available:brew install columnar-tech/tap/dbc - On Windows, if
wingetis available:winget install dbc - Otherwise, direct the user to the installation docs: https://docs.columnar.tech/dbc/getting_started/installation/
Search for a driver
dbc searchInstall a driver
Install a driver by running dbc install <DRIVER>. This is idempotent — if the driver is already installed, it is a no-op that simply reports the existing installation — so there is no need to check first before running it.
Prefer to install drivers using dbc over installing driver packages from PyPI or Conda Forge.
For anything beyond a one-shot dbc install <DRIVER> — reproducible dbc.toml / dbc sync workflows, version pinning, or any other dbc subcommand — invoke the dbc skill rather than guessing at commands. In particular, note that there is no dbc list command.
Referring to drivers
Refer to drivers by their dbc short name and avoid specifying drivers with absolute paths.
Example: After running dbc install sqlite, refer to that driver as sqlite. For example:
from adbc_driver_manager import dbapi
dbapi.connect(driver="sqlite", db_kwargs={"uri": "foo.db"})Don't use dbc info to find where drivers are installed and find their absolute paths on disk.
Programming Language
See the resources below depending on which language or languages the user wants to use:
- C++:
resources/languages/cpp.md - Go:
resources/languages/go.md - JavaScript:
resources/languages/javascript.md - Python:
resources/languages/python.md - R:
resources/languages/r.md - Rust:
resources/languages/rust.md
Prefer any language the user has already said they're using or can use. Each of these examples use the "sqlite" driver, connect to an in-memory database, and load a "penguins.parquet" file. This is done just for explanatory purposes and the code should be adapted to the user's problem.
Show full SKILL.md (166 more words)Show less
Using a Driver
See the resources below depending on which database the user wants to use:
- DuckDB:
resources/drivers/duckdb.md - FlightSQL:
resources/drivers/flightsql.md - MySQL:
resources/drivers/mysql.md - PostgreSQL:
resources/drivers/postgresql.md - Snowflake:
resources/drivers/snowflake.md - SQLite:
resources/drivers/sqlite.md
Connection Profiles
Connection profiles are TOML files that store a driver name and connection options, referenced by a profile://profile_name URI. They decouple credentials and environment-specific config from application code.
Suggest connection profiles when the user:
- Has multiple environments (dev/staging/prod) to switch between
- Wants to keep credentials out of source code
- Wants a shared, reusable connection config
All language bindings that wrap the C++ or Rust driver manager support connection profiles, including Python, Go, R, Java, GLib/Ruby, C++, and Rust. JavaScript (@apache-arrow/adbc-driver-manager) also supports connection profiles via the profileSearchPaths option.
See resources/connection-profiles.md for the TOML format, file locations, and environment variable substitution syntax. See the relevant language resource for the binding-specific API.
More Resources
- Official Apache Arrow ADBC documentation: https://arrow.apache.org/adbc/current/index.html
- ADBC Quickstarts. Minimal but well-documented examples for each language and many databases: https://github.com/columnar-tech/adbc-quickstarts
- Documentation for many dbc-installable drivers: https://docs.adbc-drivers.org
© Kilo-Org, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 15 other files in skills/adbc of Kilo-Org/kilo-marketplace.
- SKILL.md
- LICENSE
- local.patch
- resources/connection-profiles.md
- resources/drivers/duckdb.md
- resources/drivers/flightsql.md
- resources/drivers/mysql.md
- resources/drivers/postgresql.md
- resources/drivers/snowflake.md
- resources/drivers/sqlite.md
- resources/languages/cpp.md
- resources/languages/go.md
- resources/languages/javascript.md
- resources/languages/python.md
- resources/languages/r.md
- resources/languages/rust.md
Open the folder on GitHubat commit ff51758
Compare with similar skills
Adbc next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Adbc this skillKilo-Org/kilo-marketplace | 189 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Copilot Session Failure Analysisdotnet/maui | 23k | — | ~3.4k | Automated safety check: Pass | MIT | |
| RTK Rust Design Patternsrtk-ai/rtk | 83k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| OpenWork Desktop CDP Driverdifferent-ai/openwork | 24k | — | ~465 | Automated safety check: Pass | Custom licence | |
| Add Memory KindEverMind-AI/EverOS | 13k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 |
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OpenWork Desktop CDP Driver
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Works with
Questions about Adbc
What does Adbc do?
Connect to and work with databases using Arrow Database Connectivity (ADBC). Adbc is an agent skill from Kilo-Org/kilo-marketplace. Connect to and work with databases using Arrow Database Connectivity (ADBC).
When should I use Adbc?
Adbc fits situations like: the user needs to use a database.
How do I install Adbc in Claude Code?
Run `npx skills add Kilo-Org/kilo-marketplace --skill adbc -a claude-code`. Or copy the skill folder (skills/adbc in Kilo-Org/kilo-marketplace) into .claude/skills/adbc in your project. Claude Code loads it when a task matches its description.
How do I install Adbc in Codex?
Run `npx skills add Kilo-Org/kilo-marketplace --skill adbc -a codex`. Or copy the skill folder (skills/adbc in Kilo-Org/kilo-marketplace) into .agents/skills/adbc in your project. Codex loads it when a task matches its description.
Can I use Adbc in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Kilo-Org/kilo-marketplace --skill adbc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adbc, .gemini/skills/adbc, .github/skills/adbc and .opencode/skills/adbc in your project.
What does Adbc need to run?
Going by SKILL.md and its folder, Adbc needs the command-line tools its instructions call (uv, pipx, brew and winget). Our summary lists: Python 3.
Does Adbc access the network?
SKILL.md names 4 domains. As links in the text: docs.columnar.tech, arrow.apache.org, github.com and docs.adbc-drivers.org. This is read from the text; nothing was executed.
Is Adbc safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Adbc use?
Adbc is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Adbc use?
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Adbc?
Skills that share tags, products or a category with Adbc: MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), Copilot Session Failure Analysis (dotnet/maui, 23k stars), RTK Rust Design Patterns (rtk-ai/rtk, 83k stars) and OpenWork Desktop CDP Driver (different-ai/openwork, 24k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adbc?
Kilo-Org (a GitHub organization) maintains it in Kilo-Org/kilo-marketplace, which has 189 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on September 28, 2026.
Source: Kilo-Org/kilo-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.