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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Paid web research, news, company briefs, fact-checks and US weather data for AI agents
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.
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Works in Claude on the web, desktop and mobile:
https://bob.assimilatethis.com/mcpRun this in your terminal
claude mcp add --transport http research-tools https://bob.assimilatethis.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"research-tools": {
"url": "https://bob.assimilatethis.com/mcp"
}
}
}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": {
"research-tools": {
"type": "http",
"url": "https://bob.assimilatethis.com/mcp"
}
}
}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://bob.assimilatethis.com/mcpMenu 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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
research.answerAnswers one open research question from the live web in at most 80 words with up to 3 source URLs, returned as {answer, sources}, usually in 4 to 9 seconds. Use it for a synthesized answer; use web.search for raw links or research.factcheck to verify a claim. Name the people, pla
research.factcheckChecks one factual claim against the live web and returns {verdict, explanation, sources}, where verdict is supported, contradicted or unclear, usually in 4 to 9 seconds. Write the claim as a plain statement such as 'The Eiffel Tower is in Berlin' and split a compound claim into
page.summarizeCondenses one public web page into an 80-word summary with up to 4 key points, returned as {url, summary, key_points}, usually in 3 to 6 seconds. The page is fetched live, so the summary reflects it now; pages behind a login or paywall may return little. Pass the address of the s
web.searchRuns a web search and returns ranked results as {query, results: [{title, url, snippet}]}. Use it for raw links to read yourself; use research.answer for a written answer. Plain phrases work as well as keywords; since and until (YYYY-MM-DD) limit results to a publish-date range,
page.extractReturns the main text of one public web page as clean markdown, unchanged and not summarized, up to 8,000 characters, as {url, markdown, truncated}, usually in 2 to 5 seconds. Pass the address of the specific page, not a site's home page; pages that need a login cannot be read, a
web.newsReturns recent news on one topic, person, company or event as {query, window_days, summary, developments: [{headline, date, source}]}: a summary of about 50 words and up to 4 dated developments, newest first, usually in 3 to 7 seconds. A short topic or name works better than a fu
research.marketBuilds an evidence brief for a prediction-market question (Kalshi, Polymarket or similar) from the live web: {question, as_of, summary, evidence_for, evidence_against, key_dates, resolution_notes, sources}, usually in 5 to 8 seconds. Pass the question as the market words it, incl
research.companyReturns a short sourced brief on one company as {company, summary, what_it_does, facts, recent, sources}, usually in 5 to 8 seconds. Pass a website address such as stripe.com to avoid name clashes; a bare name resolves to the best-known company with that name and the summary says
weather.forecastReturns current conditions and the National Weather Service 7-day forecast for one US latitude and longitude as {source, location, current, forecast_updated, forecast, notes}: nearest-station temperature, humidity, wind and pressure, then up to 14 forecast periods with temperatur
weather.alertsReturns active National Weather Service alerts (warnings, watches, advisories) for one US latitude and longitude as {source, location, count, alerts}, each with event, severity, urgency, area, times, description and instructions, usually in 1 to 2 seconds. An empty list means no
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 8, 2026
The registry lists no source repo, so we cannot match the publisher (bob.assimilatethis.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 483 ms (HTTP 200)
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Read 10 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 (1.2.4) reached the registry 6 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
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Reading a card:↓ Downloads per weeki★ 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.
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No README found in the repo