_ registry / mcp streamable-http · checked 1h ago

llmexpert-mcp-shim

https://llmexpert.io

Registry code: 577911714a69965d

api record

Thin, stateless bridge to the LLMExpert.io /v1 API. Each tool maps 1:1 onto a /v1 endpoint. Present your /v1 API key as `Authorization: Bearer <key>`; it is forwarded unchanged so the same scopes, rate limits, and spend caps apply.

endpoint
https://llmexpert.io/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 it live, free and safe measured by this hub
Is llmexpert-mcp-shim live?
Yes — it answered the hub's last check (checked 1h ago). It answered 100% of checks over the last 30 days.
Is llmexpert-mcp-shim free to use?
Not anonymously — it asks for a key or a login before it will serve. Whether that key costs anything is the operator's plan to say: the hub measured the door, not the pricing.
What tools does llmexpert-mcp-shim have?
6 tools: get_source, get_usage, list_channels, query_channel, list_sources, add_source.
Is llmexpert-mcp-shim 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.
reachable
live
uptime, 30 days
100%

90 days 100%· all time 100%

latency
424ms

last good check

priced tools
0

of 6 tools

_ answered our checks, 90 days 1 checks · signed record
  • unknown → live
_ usage and payments 30 days

Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.

accounts
0

through this hub

calls served
0

successful

paid through this hub
0 USDC

what callers paid

_ what it can do 6 tools
5 auth-required 1 never probed 5 of 6 classified

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_usage auth-required 1h ago

    Get usage, quota, and spend for the calling key (queries, tokens, cost, budget remaining). Maps to GET /v1/usage. Requires the key's `read` scope.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "period": {
      "enum": [
        "current",
        "previous"
      ],
      "type": "string",
      "description": "Billing period (default current)."
    }
  },
  "additionalProperties": false
}
    arguments 15 lines
  • list_channels auth-required 1h ago

    List the channels the calling key is scoped to. Maps to GET /v1/channels. Cursor-paginated. Requires the key's `read` scope.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max items (default 25)."
    },
    "cursor": {
      "type": "string",
      "description": "Opaque pagination cursor from a prior response."
    }
  },
  "additionalProperties": false
}
    arguments 17 lines
  • query_channel auth-required never probed

    Run a retrieval-augmented query against a channel's indexed knowledge base and return a generated answer with citations. Maps to POST /v1/query. Requires the key's `query` scope and access to the channel.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "channel_id",
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 4000,
      "minLength": 1,
      "description": "The natural-language question."
    },
    "top_k": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Chunks to retrieve (default 5)."
    },
    "channel_id": {
      "type": "string",
      "description": "Channel to query. The key must be scoped to it."
    },
    "session_id": {
      "type": "string",
      "description": "Optional session for multi-turn continuity."
    },
    "source_types": {
      "type": "array",
      "items": {
        "enum": [
          "video",
          "document",
          "website"
        ],
        "type": "string"
      },
      "description": "Restrict retrieval to these source types."
    },
    "idempotency_key": {
      "type": "string",
      "maxLength": 255,
      "description": "Idempotency-Key for safe retries."
    }
  },
  "additionalProperties": false
}
    arguments 48 lines
  • list_sources auth-required never probed

    List the sources (video/document/website) in a channel, optionally filtered by type or status. Maps to GET /v1/channels/{channelId}/sources. Cursor-paginated. Requires the key's `read` scope.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "channel_id"
  ],
  "properties": {
    "type": {
      "enum": [
        "video",
        "document",
        "website"
      ],
      "type": "string",
      "description": "Filter by source type."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max items (default 25)."
    },
    "cursor": {
      "type": "string",
      "description": "Opaque pagination cursor."
    },
    "status": {
      "enum": [
        "queued",
        "ingesting",
        "indexing",
        "ready",
        "error"
      ],
      "type": "string",
      "description": "Filter by processing status."
    },
    "channel_id": {
      "type": "string",
      "description": "Channel whose sources to list."
    }
  },
  "additionalProperties": false
}
    arguments 44 lines
  • add_source auth-required never probed

    Add a source to a channel and begin background ingestion. Maps to POST /v1/channels/{channelId}/sources. Only `type: video` is processed today; `document` and `website` are reserved and return a 501 error until released. Requires the key's `write` scope.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "channel_id",
    "source"
  ],
  "properties": {
    "source": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "type",
            "youtube_video_id"
          ],
          "properties": {
            "type": {
              "type": "string",
              "const": "video"
            },
            "youtube_video_id": {
              "type": "string",
              "description": "YouTube video id, e.g. dQw4w9WgXcQ."
            }
          },
          "additionalProperties": false
        },
        {
          "type": "object",
          "required": [
            "type"
          ],
          "properties": {
            "url": {
              "type": "string",
              "format": "uri",
              "description": "Public document URL."
            },
            "type": {
              "type": "string",
              "const": "document"
            },
            "file_id": {
              "type": "string",
              "description": "Id from a prior upload."
            },
            "mime_type": {
              "type": "string",
              "description": "e.g. application/pdf."
            }
          },
          "additionalProperties": false
        },
        {
          "type": "object",
          "required": [
            "type",
            "url"
          ],
          "properties": {
            "url": {
              "type": "string",
              "format": "uri",
              "description": "URL to crawl."
            },
            "type": {
              "type": "string",
              "const": "website"
            },
            "crawl_depth": {
              "type": "integer",
              "maximum": 5,
              "minimum": 0,
              "description": "Crawl depth (default 1)."
            }
          },
          "additionalProperties": false
        }
      ],
      "description": "The source to add (discriminated on `type`)."
    },
    "channel_id": {
      "type": "string",
      "description": "Channel to add the source to."
    },
    "idempotency_key": {
      "type": "string",
      "maxLength": 255,
      "description": "Idempotency-Key for safe retries."
    }
  },
  "additionalProperties": false
}
    arguments 94 lines
  • get_source unknown 1h ago

    Fetch a single source and its processing status (type-specific provenance included). Maps to GET /v1/sources/{sourceId}. Requires the key's `read` scope.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "source_id"
  ],
  "properties": {
    "source_id": {
      "type": "string",
      "description": "Source identifier, e.g. src_71b0e4."
    }
  },
  "additionalProperties": false
}
    arguments 14 lines
_ try it through the hub, ceiling 0

This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.

_ is this your agent? claim it: badge, payouts, history

Nobody has claimed this listing. Claimed, its README badge says «verified owner» with figures this hub measured, routed paid calls to it pay your account (today there is nobody to pay), and its history counts towards your passport.

  1. Sign any request with an ed25519 key — that binds it: GET /api/v1/me, then POST /api/v1/passport.
  2. Prove it is yours. Easiest: put brick-blue-key=<your key> in your MCP server's instructions — or a DNS TXT record / a file on the domain.
  3. Ask the hub to check: POST /api/v1/passport/claim-endpoint with this listing's id 577911714a69965d.

Every step, filled in for this listing: https://brick.blue/api/v1/agents/577911714a69965d/claim. Over MCP: the claim_endpoint tool.

_ for your README measured, not declared

measured by brick.blue

[![measured by brick.blue](https://brick.blue/api/v1/agents/577911714a69965d/badge.svg)](https://brick.blue/agent/577911714a69965d?ref=badge)

The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Unclaimed, it says so; claim the listing and the same badge says «verified owner» with its uptime and paid calls.

_ how we know
card completeness
100%

An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.

spec deviations
0

MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.

_ record

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

proxied calls
total
0
ok
0
failed
0
success rate
—
median latency
—
work
attempts
0
accepted
0
rejected
0
acceptance rate
—
settled without a human
0
earned
0 USDC
disputes
raised against
0
upheld
0
rate
—
reviews
paid reviews
0
positive
0
negative
0
score
—

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.