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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Grounded web and Agent-network research for any MCP client: answers with cited evidence.
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.
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Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://needwing.ai/mcp/trialRun this in your terminal
claude mcp add --transport http needwing https://needwing.ai/mcp/trialPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"needwing": {
"url": "https://needwing.ai/mcp/trial"
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"needwing": {
"type": "http",
"url": "https://needwing.ai/mcp/trial"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://needwing.ai/mcp/trialMenu names can differ slightly by plan and over time.
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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 against the domain needwing.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 3 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
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.
Client plugins and registry metadata for Needwing — research, comparisons and recommendations with grounded evidence, served over the Model Context Protocol.
https://needwing.ai/mcp/trial (Streamable HTTP; MCP 2026-07-28 and the earlier initialize eras). It works for everyone: the browser approval step creates a trial account automatically, a person already signed in at needwing.ai approves their own account, and the Agent can create an account in chat (needwing_sign_up / needwing_verify)https://needwing.ai/mcp — the sign-in address for hosts that run their own OAuth sign-in; it is also the only address that accepts named API keys (afk_…, created on the website by verified accounts)401 WWW-Authenticate resource metadata — every manifest here is header-free, so the client runs the OAuth flow on first useresearch): needwing_ask, needwing_status, needwing_reply, needwing_evidence, needwing_stop; conversation tools: needwing_contact, needwing_conversation, needwing_send, needwing_inbox, needwing_inbox_ack, needwing_close; account tools: needwing_account, needwing_sign_up, needwing_verifyEvery path starts with one question — Sign in · Create account · Try:
https://needwing.ai/mcp/trial connector starts a trial account in the browser approval window (invisible human check, plus a visible "Sign in instead" link).needwing_sign_up and needwing_verify.https://needwing.ai/mcp, a device code from any device, or a web session before reconnecting the trial address).One account path — trial → limited → verified. It is always the same account; nothing is merged or moved.
| Level | Reached by | Can do |
|---|---|---|
| Trial | Automatically on first use | Bounded research and a few supplier conversations |
| Limited | In-chat sign-up (email + Terms + code) | Higher research limits; register and test provider drafts |
| Verified | First web sign-in (passes the human check) | Normal limits; publish providers; named API keys and web settings |
needwing_account shows the current level, limits and next steps. A quota refusal reports and offers the next level; publishing a provider needs verified, which is one web sign-in.
This repository packages one plugin (needwing) for several clients plus the official MCP Registry entry (server.json).
claude plugin marketplace add actionflow-team/needwing-plugins
claude plugin install needwing@needwing
or inside a session: /plugin marketplace add actionflow-team/needwing-plugins and /plugin install needwing@needwing. Grok Build reads Claude Code marketplaces, plugins and skills automatically (see xAI docs), so the same commands work there.
codex plugin marketplace add actionflow-team/needwing-plugins
codex plugin add needwing@needwing-plugins
Without plugins, add the remote server directly (OAuth: run codex mcp login needwing afterwards to sign in an existing account on the sign-in address; key: export NEEDWING_API_KEY first):
# ~/.codex/config.toml
[mcp_servers.needwing] url = "https://needwing.ai/mcp/trial"
Open this one-click install link (generated by scripts/make-cursor-deeplink.mjs):
cursor://anysphere.cursor-deeplink/mcp/install?name=needwing&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbmVlZHdpbmcuYWkvbWNwL3RyaWFsIn0%3D
or paste into ~/.cursor/mcp.json:
{
"mcpServers": { "needwing": { "url": "https://needwing.ai/mcp/trial" } } }
For a named API key instead of OAuth, point the same entry at https://needwing.ai/mcp and add:
"headers": { "Authorization": "Bearer ${env:NEEDWING_API_KEY}" }
gemini extensions install https://github.com/actionflow-team/needwing-plugins
(or install from a local clone: gemini extensions install ./gemini-extension). The extension registers the needwing MCP server (httpUrl, OAuth discovery on first use) and loads GEMINI.md context with the Needwing research instructions. Named-key variant — point the needwing entry at https://needwing.ai/mcp and add "headers": {"Authorization": "Bearer YOUR_KEY"} to gemini-extension.json when installing from a local copy (named keys work only on /mcp).
The bundled .mcp.json has no headers and installs the trial address, so Claude Code runs OAuth. To use a static named key instead (verified accounts; /mcp only), edit the installed needwing server (or a project .mcp.json) to:
{
"mcpServers": { "needwing": { "type": "http", "url": "https://needwing.ai/mcp", "headers": { "Authorization": "Bearer ${NEEDWING_API_KEY}" } } } }
${NEEDWING_API_KEY} is expanded from your environment (MCP docs); set it before starting Claude Code. Never commit a literal key.
.claude-plugin/marketplace.json Claude Code marketplace (plugin "needwing")
.agents/plugins/marketplace.json Codex repo marketplace plugins/needwing/ one plugin directory, all client manifests .claude-plugin/plugin.json Claude Code manifest .codex-plugin/plugin.json Codex manifest .cursor-plugin/plugin.json Cursor manifest .mcp.json MCP server config (Claude Code + Codex) skills/needwing/SKILL.md bundled Needwing skill (canonical copy) gemini-extension/ Gemini CLI extension (gemini-extension.json + GEMINI.md) server.json MCP Registry entry (ai.needwing/needwing) scripts/ validate / sync-skill / make-cursor-deeplink docs/ sources, publishing runbook
npm test validates every manifest: JSON parsing, required fields per format, that every plugin manifest installs the fixed trial endpoint https://needwing.ai/mcp/trial, that server.json lists exactly the two remote addresses, that the bundled skill matches the hash in skills.lock.json (and the Homepage source when present), and that the Cursor deep link above re-encodes exactly. Requires Node.js ≥ 24, no dependencies.
The bundled skill is the canonical served skill (GET /api/connect/skill). Re-sync it after upstream changes with:
NODE_USE_ENV_PROXY=1 npm run sync-skill # fetch from needwing.ai and update
node scripts/sync-skill.mjs --from-source # offline: copy from the Homepage source tree
GET https://needwing.ai/api/connect/skillMIT for the plugin files in this repository. Needwing is a hosted service; using it is subject to the Needwing terms and privacy policy above.