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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Unified real-time search engine skill for AI agents.
| Date | Stars |
|---|---|
| 2026-07-31 | 1571 |
| 2026-08-03 | 1640 |
| 2026-08-06 | 1640 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# AnySearch MCP Server
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
## Features
- **General Web Search** — open-ended natural language queries
- **Vertical Domain Search** — structured queries across finance, academic, security, legal, code, and more
- **Parallel Batch Search** — execute multiple independent queries in one call
- **URL Content Extraction** — fetch and extract full page content as Markdown
- **Anonymous Access** — works without an API key (with lower rate limits)
## API Key Configuration
An API key is **optional but recommended**. Without a key, all features still work via anonymous access with lower rate limits.
### Register for an API Key (Recommended)
The agent can register the user and obtain an API key in a **single call** — no verification code, no manual signup. Ask the user for a **real email address**: it becomes the account username, and a randomly generated password is emailed to it.
```bash
curl -s -X POST "https://api.anysearch.com/v1/auth/email/register" \
-H "Content-Type: application/json" \
-d '{"email": "[email protected]"}'
```
Success response (`code: 0`) returns the account info and a one-time plaintext API key:
```json
{
"code": 0,
"message": "success",
"data": {
"username": "[email protected]",
"email": "[email protected]",
"login_url": "https://www.anysearch.com/login",
"api_key": {
"id": "key_xxxxxxxx",
"key": "as_sk_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
"key_prefix": "as_sk_xxxxxx...",
"name": "default",
"rate_limit": 100,
"quota_limit": 0,
"expires_at": null,
"created_at": "2026-06-23T10:23:00Z"
}
}
}
```
On success the agent MUST:
1. Put `data.api_key.key` into the MCP server config as the `Authorization: Bearer <key>` value (and/or set `ANYSEARCH_API_KEY`) — it is shown only once (it can also be retrieved later from the dashboard).
2. Tell the user their username (= email), the `login_url`, and that a **random password has been emailed to that address**.
3. Relay this note to the user: *A verification email has been sent to your inbox. If you don't see it within a few minutes, please check your spam or junk folder. You may need to mark it as "Not Spam" to ensure future emails arrive correctly.*
Error handling (always `code: -1` on error; branch on the `message` string):
| message | what to do |
| --------------------------------- | --------------------------------------------------------------------------------------------------- |
| `Invalid email address.` | ask the user to re-enter the email |
| `email_already_registered` | email is taken — tell the user to sign in at `login_url`; do **not** retry |
| contains `Rate limited` | read retry seconds from message (e.g. `"Rate limited, retry after 300 seconds."`), wait, then retry |
| starts with `Key creation failed.` | account created but key failed — extract the email and URL from the message (`"Key creation failed. Your account <email> was created; sign in at <url>."`) and tell the user to sign in there to create a key manually |
| `Internal server error.` | retry later or fall back to anonymous |
> The email **must be real and reachable** — the password is delivered there. There is **no verification code** in this flow; the agent only ever asks for an email.
### Get an API Key
Alternatively, visit https://anysearch.com/console/api-keys to create a free API key.
### Key Priority
| Priority | Source |
|----------|--------|
| 1 (highest) | `--api_key` CLI flag / `Authorization` header |
| 2 | Environment variable `ANYSEARCH_API_KEY` |
| 3 | `.envExcerpt of 12,295 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:4661c96b7e38b345, topic:mcp, topic:mcp-server, name:mcp server
