← Resources · One Pager · Tool Breakdown Checked Against The Repo · Oct 14, 2026
For Solo Founders Doing Research

Agent Reach

Your AI agent can fetch a web page. Ask it what people say about your competitor on Reddit or X, though, and it hits a login wall, a blocked IP or a $200-a-month API. Agent Reach sets up a free, working path to each platform, so your agent can read and search the places your customers actually talk.

How To Use This Page

Go straight to Four Jobs for prompts you can paste. Install is one line you give your agent. Read Before You Install before you connect your own accounts.

97.4k
GitHub Stars
15
Platforms It Can Reach
$0
No API Fees
What It Is

One Install That Gets Your Agent Past The Walls

▶ Panniantong/Agent-Reach
97.4k
★ 97,369 StarsMIT · Python
In One Paragraph

Agent Reach isn't a scraper. It's an installer and a router. For each platform it picks the open-source tool that works right now (yt-dlp for YouTube, twitter-cli for X, Jina Reader for web pages), installs it, checks it's healthy, and gives your agent a skill file so it knows what to call. When a platform blocks a tool, the maintainer switches to the next one and you run an update.

RedditXYouTubeLinkedInInstagramWeb Search
The.Walls✣

The best research is in conversations, not on homepages. From the README, here's what stops your agent getting to it:

  • The X API: about $215 a month at moderate use.
  • Reddit: requests from servers get 403'd.
  • Instagram and Facebook: only practical through a logged-in browser.

You could find, install and debug a tool for each one. Or paste one line and let your agent do it.

What It's Good At

Four Jobs For A Solo Founder

Each one is a prompt you paste into your agent once it's installed. Swap in your own competitor, niche or problem.

01 · Competitor.Research

Hear what their customers say off the sales call.

Testimonials on their site are picked by them. Reddit threads and X replies aren't. Turn them into a ranked list of complaints you can build against.

Paste Into Your Agent
Search Reddit and X for posts about [Competitor] from the last 3 months. Group the complaints by theme, rank them by how often they come up, and quote the 3 sharpest with links.
Uses: Reddit · X · Web Search
02 · Voice.Of.Customer

Collect the exact words people use for the problem.

Your best landing page line is probably something a customer already wrote. Get your agent to collect them word for word, not tidied up.

Paste Into Your Agent
Find 20 Reddit threads where someone asks for help with [problem]. Pull the exact phrases they use to describe it, what they've already tried, and why it didn't work. Quote, don't paraphrase.
Uses: Reddit · X · YouTube
03 · Marketing

See what already works before you make content.

Pull the transcripts of the top videos in your niche and the recent posts of accounts you rate. Study the hooks and angles instead of guessing.

Paste Into Your Agent
Search YouTube for the top 5 videos on [topic] and get their subtitles. For each one, list the hook it opens with and the main points it covers. Then tell me what none of them cover.
Uses: YouTube · Instagram · LinkedIn
04 · Trending.Topics

Know what your niche is arguing about this week.

Search X, Reddit and GitHub, plus the RSS feeds you follow, in one pass. Good for content ideas, and for spotting a gap before it gets crowded.

Paste Into Your Agent
Search X, Reddit and GitHub for posts and repos about [niche] from the past 7 days. What are people excited about, what are they complaining about, and what's getting traction?
Uses: X · Reddit · GitHub · RSS

Always ask for links. Then you can check a quote yourself before it ends up in your pitch deck or on your homepage.

What It Reaches

The Ten You'll Use Most

Zero config works straight after install. The rest need you to log in once, and only if you want that platform.

01RedditSearch posts and read comment threads.Login Needed
02X / TwitterSearch, timelines, tweets and articles.Cookie
03YouTubeSearch, plus full subtitles for any video.Zero Config
04Web PagesAny URL, returned as clean Markdown.Zero Config
05Web SearchAI search across the web, through Exa.Set Up For You
06LinkedInPublic pages free. Full profiles, companies and job search once set up.Optional Setup
07InstagramUser search, profiles, recent posts, Explore.Desktop Login
08FacebookSearch, profiles, feed and your groups list.Desktop Login
09GitHubRead repos and search code. Log in to gh for issues and PRs.Zero Config
10RSSAny RSS or Atom feed: blogs, newsletters, changelogs.Zero Config

Plus five Chinese platforms (Bilibili, XiaoHongShu, V2EX, Xueqiu and the Xiaoyuzhou podcast app), which is where the project started. Worth a look if you sell into China. "Desktop Login" means it borrows the Chrome session you're already logged into.

Where To Get It

Install: One Line Into Your Agent

Free on GitHub at Panniantong/Agent-Reach. Works with Claude Code, Cursor, Codex, Windsurf or any agent that can run commands. You need Python 3.10 or later.

1 · Install
Paste into your agent
Install Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md

It installs the package, checks your machine and tells you what's ready. It won't touch system packages unless you approve --system.

2 · Check
What works, what doesn't
agent-reach doctor

Lists every platform as ready or not, and how to fix the ones that aren't.

3 · Unlock
Only the ones you need
help me set up Reddit

Say it to your agent and it walks you through the login. Same for X, LinkedIn and the rest. Takes about 2 minutes each.

As.A.Skill
Claude Code and other skill-aware agents
npx skills add Panniantong/Agent-Reach@agent-reach

The skill installs the CLI the first time it needs it.

By.Hand
If you'd rather run it yourself
pip install https://github.com/Panniantong/agent-reach/archive/main.zip
agent-reach install --env=auto
Update
When a platform stops working
Update Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/update.md
Before You Install

Four Things Worth 30 Seconds

Note 01

Logging in means it's your account.

Reddit, X, Instagram and Facebook run as you. Platforms don't like automated use and can restrict accounts that act like bots. Keep it to research-sized volumes, or use a second account. Your cookies stay on your machine.

Note 02

Expect things to break.

Platforms block unofficial tools all the time. Switching to whatever still works is the whole point of the project, but there can be a gap. When something fails, run agent-reach doctor, then update.

Note 03

There is no Agent Reach token.

The README is blunt about it: no coin, no token, no wallet, no fee claims. Anything using the name to sell you one is a scam.

Note 04

Free and MIT, but not all local.

No API fees and an MIT license. Web pages go through Jina Reader and search goes through Exa, so those requests leave your machine. You only need a $1-a-month proxy if your network blocks Reddit or X.