
DeepChamp AI MCP server
Which MCP servers are DeepChamp AI's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-31
- Registry namecom.deepchampai/deepchamp-agentsverified in the MCP registry
The registry name sits under deepchampai.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-31
- Tools4
- Server calls itselfdeepchamp-edge
- Server version1.0.0
- Protocol version2025-06-18
On 2026-10-31 the server answered initialize and tools/list without a sign-in. First answer in 132 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 4 of the 7 days it takes to judge reliability.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
- Answeredmeasuring4 of the 7 daily checks it takes to print a share
- Median first answer219 ms
- Space in an agent's context≈ 1,656 tokensthe definitions of all its tools (4), which an agent carries on every turn
- Tool definitionsA · 100 of 100
- Typed results0 of 4 toolsdeclared outputSchema: results come typed, read once
- Every tool passes all six checks.
What an agent can do with it
- not sure · check where a betting line has moved since opening
- cannot · ask for a player's recent scoring form and stats
- not sure · review injury reports before a game starts
Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?
Worth a look
None of the five warning signs in these definitions.
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
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…
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…
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)…
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…
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"deepchamp-agents": {
"type": "http",
"url": "https://deepchampai.com/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http deepchampai https://deepchampai.com/mcpclaude.ai, ChatGPT and other clients: add https://deepchampai.com/mcp as a custom connector in the settings.
OpenAPI spec
4 paths, read 2026-10-31. Open the spec ↗
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Before we count this visit
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