bitdepth

endpoint

https://bitdepth.dev/mcp

protocol

streamable-http ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is bitdepth live?

Yes — it answered the hub's last check (checked 19h ago). It answered 100% of checks over the last 30 days.

Is bitdepth free to use?

Yes — the hub reached it with no key and no payment.

What tools does bitdepth have?

10 tools: get_scorecard, list_models, get_endpoint, get_best_value_endpoint, check_before_route, get_route_list, check_declared, get_drift, ….

Is bitdepth safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• get_drift open 19h ago

  Endpoint and model pairs whose score moved beyond the noise threshold between the first and last nights of the window. An empty list means nothing moved.

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• get_market_summary open 19h ago

  Per graded model: endpoints listed, how many sit inside and outside the noise floor, the output price range (min, median, max per million tokens), and the cheapest endpoint inside the floor. The citation numbers.

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• get_changes open 19h ago

  Every endpoint whose grade state, declared precision or listed price changed last night, plus endpoints that appeared or left the router. The same feed Watch subscribers are emailed from.

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• get_scorecard unknown never probed

  Every endpoint serving the model: declared quant, nights, primary columns, price in and out per million tokens, and state (within, outside, no_data, stale). Sorted by the model's first primary column, best first.

  mcp-tool

  12345678910111213

  {
    "type": "object",
    "required": [
      "model"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id, e.g. deepseek/deepseek-v4-pro"
      }
    },
    "additionalProperties": false
  }

  arguments 13 lines copy
• list_models unknown never probed

  Models Bitdepth grades nightly, with as_of date and endpoint count.

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• get_endpoint unknown never probed

  One endpoint's row for a model, including the per-night exact series. Use the tag from get_scorecard, e.g. deepinfra/fp8.

  mcp-tool

  123456789101112131415161718

  {
    "type": "object",
    "required": [
      "model",
      "endpoint"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id"
      },
      "endpoint": {
        "type": "string",
        "description": "Endpoint tag from get_scorecard"
      }
    },
    "additionalProperties": false
  }

  arguments 18 lines copy
• get_best_value_endpoint unknown never probed

  For one model, the endpoints inside the noise floor with at least 7 nights, ranked by blended price ((3 x input + output) / 4 per million tokens), cheapest first. Top 3.

  mcp-tool

  12345678910111213

  {
    "type": "object",
    "required": [
      "model"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id, e.g. deepseek/deepseek-v4-pro"
      }
    },
    "additionalProperties": false
  }

  arguments 13 lines copy
• check_before_route unknown never probed

  Should I send calls to this endpoint, on last night's grade? Returns route true (inside the floor, 7+ nights), false (outside), or inconclusive (too few nights or stale data), with the reason and, when not true, the best value alternative.

  mcp-tool

  123456789101112131415161718

  {
    "type": "object",
    "required": [
      "model",
      "endpoint"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id"
      },
      "endpoint": {
        "type": "string",
        "description": "Endpoint tag, e.g. deepinfra/fp8"
      }
    },
    "additionalProperties": false
  }

  arguments 18 lines copy
• get_route_list unknown never probed

  The endpoints to allow for a model tonight, cheapest first, and the ones left out with the reason. Includes a ready OpenRouter provider block ({"only": [...], "sort": "price", "allow_fallbacks": true}) to put in the request body, so the router never sends calls to an endpoint outside the floor. Same rule as check_before_route.

  mcp-tool

  12345678910111213

  {
    "type": "object",
    "required": [
      "model"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id, e.g. deepseek/deepseek-v4-pro"
      }
    },
    "additionalProperties": false
  }

  arguments 13 lines copy
• check_declared unknown never probed

  The precision this endpoint declares on the router (fp8, bf16 and so on) and whether that declaration changed during the window. A declaration is a claim; the grade measures behavior.

  mcp-tool

  123456789101112131415161718

  {
    "type": "object",
    "required": [
      "model",
      "endpoint"
    ],
    "properties": {
      "model": {
        "type": "string",
        "description": "Model id"
      },
      "endpoint": {
        "type": "string",
        "description": "Endpoint tag"
      }
    },
    "additionalProperties": false
  }

  arguments 18 lines copy

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.