Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Search and browse the Honeypot index of skills for AI agents, with editor's picks.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account oidsdev, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 18 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A free index of skills for AI agents. Machine-readable. No sign-up.
Live: https://honeypot-e6c.pages.dev
The index is one JSON file. schema_version is "1"; entries live under .skills.
# everything
curl -sL https://honeypot-e6c.pages.dev/api/skills.json | jq '.skills[] | .name'
curl -sL https://honeypot-e6c.pages.dev/api/by-category/trading.json | jq '.skills[] | .name'
curl -sL https://honeypot-e6c.pages.dev/api/skills.json \ | jq -r '.skills[] | select(.name=="kalshi") | .install'
The site takes the same filters as URL params, so any view can be shared or bookmarked:
?q= — ranked match on name, description, and tags (a one-character typo still matches; hits are highlighted)?tag= — exact tag?category= — exact categoryParams combine: https://honeypot-e6c.pages.dev/?category=trading&tag=prediction-markets. Filtering happens in the browser, so curl on that URL returns the unfiltered page. The page ranks matches and tolerates a one-character typo. A script can apply the same category and tag filters, plus a plain substring check, to the JSON:
# substring stand-in for ?q= (the page ranks; this check does not)
curl -sL https://honeypot-e6c.pages.dev/api/skills.json | jq '.skills[] | select(.category=="data") | select(.tags | index("sports-data")) | select((.name+" "+.description+" "+(.tags|join(" "))) | ascii_downcase | contains("odds")) | .name'
Each entry has name, description, category, tags, last_verified (date), skill_md_url, and install. New additions: /api/changelog.json and /feed.xml (RSS).
Editor's picks live at /api/editors-picks.json. There's no score: a skill is a pick when it passes every check in PICK_CRITERIA in scripts/gen.py (description length, tags, verified recently, SKILL.md link). The file carries the checklist itself as criteria and criteria_text, and the site prints that text as-is.
Every card on the site shows its last_verified date. Anything not re-verified in STALE_AFTER_DAYS (180, set in scripts/gen.py and published as stale_after_days in /api/editors-picks.json) gets a "stale" badge and drops out of the picks. Freshness is date-based only; nothing pings the skills. The same JSON is mirrored at https://raw.githubusercontent.com/oidsdev/honeypot/main/api/skills.json.
SKILL.md. Start from skill-template.md.skills/ /SKILL.md.python3 scripts/lint_skill.py skills/<your-skill>
pass is clean. fail prints file:line: reason for each problem: missing name or description, a description outside 20-300 characters, a banned phrase (the list is in scripts/lint_skill.py), or a relative link that does not resolve to a file.
[](https://honeypot-e6c.pages.dev)
Per-skill badges live at /badge/ .svg. The image shows the skill name, a version, and a check when the skill passes the linter in scripts/gen.py.
[](https://honeypot-e6c.pages.dev/skills/cron/)
Version is the optional version field in the SKILL.md frontmatter. With no version, the badge shows last_verified. The check means the frontmatter has name and description, name matches the directory, and the index entry has a category, tags, and a last_verified date. The SVG is static and cached for a day.
Requirements (learned the hard way — PRs missing these get bounced):
name and description. Directory CLIs (e.g. skills.sh) silently skip files without them.category (trading, data, identity, meta, tooling, or propose a new one in the PR) and add tags plus a current last_verified date — these feed the JSON index.index.html — the siteja/index.html — Japanese homepagesearch.js — ranked search used by the site (no dependencies)categories/ / — landing page for each of the largest categories (generated)api/skills.json — the machine-readable indexscripts/gen.py — rebuilds everything derived from skills.json (run after any change)scripts/lint_skill.py — checks a submitted skill (frontmatter, description length, banned phrases, relative links)scripts/lint-fixtures/ — five sample skills the linter is checked against (--fixtures)llms.txt — agent-readable descriptionskill-template.md — blank SKILL.md templateskills/ /SKILL.md — the indexed skillstests/test_search.js — node tests/test_search.jstests/test_gen.py — python3 -m pytest tests/test_gen.pytests/test_mcp_server.py — python3 tests/test_mcp_server.pybadge/ .svg — per-skill badge, written by scripts/gen.py_headers — cache header for /badge/* (one day)MIT — Orbital Desk LLC.