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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Free sports slate and matchup research for AI agents over MCP and REST. Research only; 21+.
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.
You need
Which app do you use?
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://deepchampai.com/mcpRun this in your terminal
claude mcp add --transport http deepchamp-agents https://deepchampai.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"deepchamp-agents": {
"url": "https://deepchampai.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": {
"deepchamp-agents": {
"type": "http",
"url": "https://deepchampai.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://deepchampai.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.
get_daily_slateGames for a sport and Eastern date with start times, status, and plain-language rest and schedule context. Research intelligence (probabilities, factors, context), not winning picks. Price: Free, no signup. Research and information, not betting advice. No outcomes are guaranteed.
get_matchup_contextSchedule context for one game: each team's last result, rest, and next game. Facts and our computed context only. Research intelligence (probabilities, factors, context), not winning picks. Price: Free, no signup. Research and information, not betting advice. No outcomes are guar
request_capabilityTell us what you need that is missing: a category, sport, market, format and urgency, with an optional short plain-text note. Enumerated fields only. Free, never charged, no signup. Research intelligence (probabilities, factors, context), not winning picks. Price: Free, no signup
rate_responseSay whether a response was useful, with a reason code, tied to its request id. No free text. Free, never charged, no signup. Research intelligence (probabilities, factors, context), not winning picks. Price: Free, no signup. Research and information, not betting advice. No outcom
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 7, 2026
The registry lists no source repo, so we cannot match the publisher (deepchampai.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 303 ms (HTTP 200)
No sign-in needed
Read 4 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 (1.0.0) reached the registry 7 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.
No README found in the repo