Koskamo

ScrapeSelect MCP

An MCP server that provides tools for agents to search for web scraping providers, compare products, estimate monthly costs, and receive recommendations for scraping stacks based on workload requirements and difficulty levels.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

ScrapeSelect MCP logo, by ScrapeSelectVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by ScrapeSelect
MCP endpoint (Streamable HTTP)
https://scrapeselect.com/mcp
Vendor documentation

What its tools do

6 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (6)

6 of 6 have a description · 0 of 6 declare behavior hints · 2 of 6 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to scrapeselect.com ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search for web scraping providers
  • Compare up to three scraping products side by side
  • Estimate monthly costs for specific scraping workloads
  • Recommend the best scraping stack for a given use case

Source and maintenance

Vendor evidenceRegistry 1.0.1
mcp-registry: com.scrapeselect/scrapeselect@1.0.1Project website

Protocol and capabilities

Server
ScrapeSelect 1.0.1
MCP protocol negotiated in check
2025-11-25
Tools
6 advertised
Resources
0 advertised
Resource templates
0 advertised
Prompts
0 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "prompts": {
    "listChanged": false
  },
  "resources": {
    "subscribe": false,
    "listChanged": false
  },
  "experimental": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Current pricing, normalized monthly costs and recommendations for web scraping APIs, unlockers and browser infrastructure. Every number cites an official source with a check date. Quote the sources and assumptions you rely on; estimates are not invoices.

Tools

6 advertised

search_providers
Advertised by the server during the last successful anonymous check.

Find scraping providers and products by name or category (scraping_api, web_unlocker, browser_api, scraping_platform).

search_providers input schema
{
  "type": "object",
  "title": "search_providersArguments",
  "properties": {
    "query": {
      "type": "string",
      "title": "Query",
      "default": "",
      "description": "Name, product or category; empty lists all"
    }
  }
}
search_providers output schema
{
  "type": "object",
  "title": "search_providersDictOutput",
  "additionalProperties": true
}
get_provider
Advertised by the server during the last successful anonymous check.

A provider's products and sources, or with `product`, that product's plans, rate tables, limits, capabilities, price history and the official source of each fact.

get_provider input schema
{
  "type": "object",
  "title": "get_provider_detailsArguments",
  "required": [
    "provider"
  ],
  "properties": {
    "product": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Product",
      "default": null,
      "description": "Product slug for full plans and rates, e.g. \"zyte-api\""
    },
    "provider": {
      "type": "string",
      "title": "Provider",
      "description": "Provider slug, e.g. \"zyte\""
    }
  }
}
get_provider output schema
{
  "type": "object",
  "title": "get_provider_detailsDictOutput",
  "additionalProperties": true
}
compare_products
Advertised by the server during the last successful anonymous check.

Compare up to three products on one workload: monthly cost range, chosen plan, capabilities, limits and caveats.

compare_products input schema
{
  "type": "object",
  "$defs": {
    "Workload": {
      "type": "object",
      "title": "Workload",
      "required": [
        "successful_pages_per_month"
      ],
      "properties": {
        "domain_class": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
              "maxLength": 40
            },
            {
              "type": "null"
            }
          ],
          "title": "Domain Class",
          "default": null,
          "description": "Target category with special pricing, e.g. 'amazon'."
        },
        "anti_bot_level": {
          "$ref": "#/$defs/AntiBotLevel",
          "default": "unknown"
        },
        "target_country": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[A-Z]{2}$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Target Country",
          "default": null
        },
        "country_required": {
          "type": "boolean",
          "title": "Country Required",
          "default": true
        },
        "javascript_ratio": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            }
          ],
          "title": "Javascript Ratio",
          "default": "0"
        },
        "peak_concurrency": {
          "type": "integer",
          "title": "Peak Concurrency",
          "default": 10,
          "maximum": 100000,
          "minimum": 1
        },
        "average_page_size_kb": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 102400,
              "minimum": 1
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Page Size Kb",
          "default": null
        },
        "monthly_billing_only": {
          "type": "boolean",
          "title": "Monthly Billing Only",
          "default": false
        },
        "expected_success_rate": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0.5
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Expected Success Rate",
          "default": null
        },
        "average_browser_seconds": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 3600,
              "exclusiveMinimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Browser Seconds",
          "default": null
        },
        "successful_pages_per_month": {
          "type": "integer",
          "title": "Successful Pages Per Month",
          "maximum": 1000000000,
          "minimum": 1
        }
      },
      "description": "Monthly scraping workload. Unset optional fields fall back to visible assumptions.",
      "additionalProperties": false
    },
    "AntiBotLevel": {
      "enum": [
        "low",
        "medium",
        "high",
        "unknown"
      ],
      "type": "string",
      "title": "AntiBotLevel"
    }
  },
  "title": "compare_productsArguments",
  "required": [
    "products",
    "workload"
  ],
  "properties": {
    "products": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Products",
      "maxItems": 3,
      "minItems": 1,
      "description": "Up to 3 as \"provider/product\""
    },
    "workload": {
      "$ref": "#/$defs/Workload"
    }
  }
}
compare_products output schema
{
  "type": "object",
  "title": "compare_productsDictOutput",
  "additionalProperties": true
}
estimate_cost
Advertised by the server during the last successful anonymous check.

Monthly cost (low / expected / high) of a workload on each product, with the cheapest plan that fits, rejected plans and every assumption used.

estimate_cost input schema
{
  "type": "object",
  "$defs": {
    "Workload": {
      "type": "object",
      "title": "Workload",
      "required": [
        "successful_pages_per_month"
      ],
      "properties": {
        "domain_class": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
              "maxLength": 40
            },
            {
              "type": "null"
            }
          ],
          "title": "Domain Class",
          "default": null,
          "description": "Target category with special pricing, e.g. 'amazon'."
        },
        "anti_bot_level": {
          "$ref": "#/$defs/AntiBotLevel",
          "default": "unknown"
        },
        "target_country": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[A-Z]{2}$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Target Country",
          "default": null
        },
        "country_required": {
          "type": "boolean",
          "title": "Country Required",
          "default": true
        },
        "javascript_ratio": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            }
          ],
          "title": "Javascript Ratio",
          "default": "0"
        },
        "peak_concurrency": {
          "type": "integer",
          "title": "Peak Concurrency",
          "default": 10,
          "maximum": 100000,
          "minimum": 1
        },
        "average_page_size_kb": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 102400,
              "minimum": 1
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Page Size Kb",
          "default": null
        },
        "monthly_billing_only": {
          "type": "boolean",
          "title": "Monthly Billing Only",
          "default": false
        },
        "expected_success_rate": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0.5
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Expected Success Rate",
          "default": null
        },
        "average_browser_seconds": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 3600,
              "exclusiveMinimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Browser Seconds",
          "default": null
        },
        "successful_pages_per_month": {
          "type": "integer",
          "title": "Successful Pages Per Month",
          "maximum": 1000000000,
          "minimum": 1
        }
      },
      "description": "Monthly scraping workload. Unset optional fields fall back to visible assumptions.",
      "additionalProperties": false
    },
    "AntiBotLevel": {
      "enum": [
        "low",
        "medium",
        "high",
        "unknown"
      ],
      "type": "string",
      "title": "AntiBotLevel"
    }
  },
  "title": "estimate_costArguments",
  "required": [
    "workload"
  ],
  "properties": {
    "products": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Products",
      "default": null,
      "description": "Limit to these \"provider/product\"; default all"
    },
    "workload": {
      "$ref": "#/$defs/Workload"
    }
  }
}
estimate_cost output schema
{
  "type": "object",
  "title": "estimate_costDictOutput",
  "additionalProperties": true
}
recommend_scraping_stack
Advertised by the server during the last successful anonymous check.

Recommend an architecture and up to three providers for a workload, with fit scores, cost ranges, reasons, limitations, assumptions and evidence URLs. Same input as POST /api/v1/recommend.

recommend_scraping_stack input schema
{
  "type": "object",
  "$defs": {
    "Workload": {
      "type": "object",
      "title": "Workload",
      "required": [
        "successful_pages_per_month"
      ],
      "properties": {
        "domain_class": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
              "maxLength": 40
            },
            {
              "type": "null"
            }
          ],
          "title": "Domain Class",
          "default": null,
          "description": "Target category with special pricing, e.g. 'amazon'."
        },
        "anti_bot_level": {
          "$ref": "#/$defs/AntiBotLevel",
          "default": "unknown"
        },
        "target_country": {
          "anyOf": [
            {
              "type": "string",
              "pattern": "^[A-Z]{2}$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Target Country",
          "default": null
        },
        "country_required": {
          "type": "boolean",
          "title": "Country Required",
          "default": true
        },
        "javascript_ratio": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            }
          ],
          "title": "Javascript Ratio",
          "default": "0"
        },
        "peak_concurrency": {
          "type": "integer",
          "title": "Peak Concurrency",
          "default": 10,
          "maximum": 100000,
          "minimum": 1
        },
        "average_page_size_kb": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 102400,
              "minimum": 1
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Page Size Kb",
          "default": null
        },
        "monthly_billing_only": {
          "type": "boolean",
          "title": "Monthly Billing Only",
          "default": false
        },
        "expected_success_rate": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0.5
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Expected Success Rate",
          "default": null
        },
        "average_browser_seconds": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 3600,
              "exclusiveMinimum": 0
            },
            {
              "type": "string",
              "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
            },
            {
              "type": "null"
            }
          ],
          "title": "Average Browser Seconds",
          "default": null
        },
        "successful_pages_per_month": {
          "type": "integer",
          "title": "Successful Pages Per Month",
          "maximum": 1000000000,
          "minimum": 1
        }
      },
      "description": "Monthly scraping workload. Unset optional fields fall back to visible assumptions.",
      "additionalProperties": false
    },
    "Capability": {
      "enum": [
        "low",
        "medium",
        "high"
      ],
      "type": "string",
      "title": "Capability"
    },
    "AntiBotLevel": {
      "enum": [
        "low",
        "medium",
        "high",
        "unknown"
      ],
      "type": "string",
      "title": "AntiBotLevel"
    }
  },
  "title": "recommend_scraping_stackArguments",
  "required": [
    "workload"
  ],
  "properties": {
    "workload": {
      "$ref": "#/$defs/Workload"
    },
    "budget_usd": {
      "anyOf": [
        {
          "type": "number",
          "exclusiveMinimum": 0
        },
        {
          "type": "string",
          "pattern": "^(?!^[-+.]*$)[+-]?0*\\d*\\.?\\d*$"
        },
        {
          "type": "null"
        }
      ],
      "title": "Budget Usd",
      "default": null,
      "description": "Monthly budget"
    },
    "requires_login_session": {
      "type": "boolean",
      "title": "Requires Login Session",
      "default": false
    },
    "team_maintenance_capability": {
      "$ref": "#/$defs/Capability",
      "default": "medium"
    }
  }
}
recommend_scraping_stack output schema
{
  "type": "object",
  "title": "recommend_scraping_stackDictOutput",
  "additionalProperties": true
}
get_recent_changes
Advertised by the server during the last successful anonymous check.

Price, plan and limit changes confirmed against official pages, newest first.

get_recent_changes input schema
{
  "type": "object",
  "title": "get_recent_changesArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20,
      "maximum": 100,
      "minimum": 1
    },
    "since": {
      "anyOf": [
        {
          "type": "string",
          "format": "date"
        },
        {
          "type": "null"
        }
      ],
      "title": "Since",
      "default": null,
      "description": "Only changes on or after this date"
    },
    "provider": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Provider",
      "default": null,
      "description": "Provider slug"
    }
  }
}
get_recent_changes output schema
{
  "type": "object",
  "title": "get_recent_changesDictOutput",
  "additionalProperties": true
}

Prompts

0 advertised

No prompt definitions available.

Resources

0 advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
898 ms
95th percentile latency
898 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 898 ms · metadata changed · 6 tool(s), 0 resource(s), 0 resource template(s), 0 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http scrapeselect-mcp https://scrapeselect.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add scrapeselect-mcp --url https://scrapeselect.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable scrapeselect-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "scrapeselect-mcp": {
      "url": "https://scrapeselect.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "scrapeselect-mcp": {
      "type": "streamableHttp",
      "url": "https://scrapeselect.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start scrapeselect-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "scrapeselect-mcp": {
      "type": "http",
      "url": "https://scrapeselect.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http scrapeselect-mcp https://scrapeselect.com/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://scrapeselect.com/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "scrapeselect-mcp": {
      "serverUrl": "https://scrapeselect.com/mcp"
    }
  }
}

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