modelsagree

endpoint

https://modelsagree.com/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 modelsagree live?

Yes — it answered the hub's last check (checked 1h ago). It answered 100% of checks over the last 30 days.

Is modelsagree free to use?

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

What tools does modelsagree have?

5 tools: get_best_in_category, get_product, search_best, list_categories, get_poll_history.

Is modelsagree 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.

• search_best reads open 19h ago

  Find what AI models agree is the best product/tool/service for a need, or look up how a specific brand ranks. Returns matching categories and brands with a dated one-sentence verdict and source URLs. Use for any 'best X for Y' question. Excludes medical, financial, and legal advice.

  mcp-tool

  123456789101112

  {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "query": {
        "type": "string",
        "description": "A category, use-case, or brand name — e.g. 'best llm observability', 'ci/cd for cloud native', or 'Langfuse'."
      }
    }
  }

  arguments 12 lines copy
• list_categories reads open 19h ago

  List every category ModelsAgree ranks (slug + title). Large; prefer search_best when you have a specific need.

  mcp-tool

  1234

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

  arguments 4 lines copy
• get_poll_history reads open 1h ago

  Get the raw poll history — every model's pick over time — behind a category's verdict. The credibility/audit trail. Optionally filter by model.

  mcp-tool

  12345678910111213141516171819202122232425262728

  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "description": "Category slug, e.g. best-llm-observability"
      },
      "limit": {
        "type": "integer",
        "maximum": 500,
        "minimum": 1,
        "description": "Optional: max rows (default 100)."
      },
      "model": {
        "enum": [
          "ChatGPT",
          "Claude",
          "Gemini",
          "Grok"
        ],
        "type": "string",
        "description": "Optional: only this model's picks."
      }
    }
  }

  arguments 28 lines copy
• get_best_in_category reads unknown 1h ago

  Get the full ranked leaderboard and verdict for a category slug (obtained from search_best or list_categories), e.g. 'best-llm-observability'.

  mcp-tool

  123456789101112

  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "description": "Category slug, e.g. best-llm-observability"
      }
    }
  }

  arguments 12 lines copy
• get_product reads unknown 1h ago

  Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage.

  mcp-tool

  123456789101112

  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "description": "Product slug, e.g. langfuse"
      }
    }
  }

  arguments 12 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.