MCP MeasureMCP Measure

index observed

StackResolve

Find, compare, and audit software for AI agents. Scored registry of tools and MCP servers.

Should I use this

Quality & Safety

B
Description quality
83%
Schema completeness
76%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (4)

  • LOWTool 'find_tools_for_task' description lacks action verbin find_tools_for_task
  • LOWTool 'compare_products' description lacks action verbin compare_products
  • LOWTool 'get_pricing' description lacks action verbin get_pricing
  • LOWTool 'research_company' description lacks action verbin research_company

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,233Tokens (tool definitions)
~572 BTypical response size
Moderate attention impact (0.96% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "stackresolve": {
      "url": "https://mcp.stackresolve.dev/mcp"
    }
  }
}

Remote endpoints

https://mcp.stackresolve.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (15)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟡resolve(task, api, mcp, self_serve, openapi, ...)

Best tools for a natural-language task: resolves the task to the capabilities it needs, returns products that expose them ranked by fit and AgentReady score, each with a reason. Optional requirements (api/mcp/self_serve/openapi/cli) filter candidates. Set discover:true to search the web and audit new products into the registry when coverage is thin (slower, costs more).

Input Schema

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string"
    },
    "api": {
      "type": "boolean"
    },
    "mcp": {
      "type": "boolean"
    },
    "self_serve": {
      "type": "boolean"
    },
    "openapi": {
      "type": "boolean"
    },
    "cli": {
      "type": "boolean"
    },
    "discover": {
      "type": "boolean"
    }
  },
  "required": [
    "task"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪how_to(task)

BEFORE building something, call this: returns the CURRENT (date-stamped), cited, tool-aware way to do a task, so you build from today's best practice instead of training-cutoff memory. Composes live web research + the tool resolver + one synthesis pass into { approach, recommendedTools, steps, gotchas, deprecated, sources, asOf }.

Input Schema

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string"
    }
  },
  "required": [
    "task"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢find_tools_for_task(task)

Rank the software an agent should use for a task.

Input Schema

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string"
    }
  },
  "required": [
    "task"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_tools(query, api, mcp, self_serve, openapi, ...)

Search the registry by query + requirements (api/mcp/self_serve/openapi/cli).

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "api": {
      "type": "boolean"
    },
    "mcp": {
      "type": "boolean"
    },
    "self_serve": {
      "type": "boolean"
    },
    "openapi": {
      "type": "boolean"
    },
    "cli": {
      "type": "boolean"
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪compare_products(slugs)

Compare products by slug.

Input Schema

{
  "type": "object",
  "properties": {
    "slugs": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "slugs"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_profile(slug)

Full registry profile (AgentReady Score, capabilities, sources).

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    }
  },
  "required": [
    "slug"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_registry(category, minScore, limit)

List the registry, highest AgentReady Score first.

Input Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string"
    },
    "minScore": {
      "type": "number"
    },
    "limit": {
      "type": "number"
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪audit(domain)

Audit a product for agent-readiness.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪generate_agent_interfaces(domain, openapiUrl)

Make a product agent-native: from its OpenAPI, generate an MCP server (one tool per operation), a CLI, an llms.txt, and Claude Code/Codex/Cursor install snippets.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    },
    "openapiUrl": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_company(domain)

Structured company record.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_pricing(domain)

Normalized pricing.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪research_company(domain, question)

Grounded, cited answer about a company.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    },
    "question": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢find_competitors(domain, limit)

Real competitors and alternatives for a company, extracted from live research and returned as structured rows.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    },
    "limit": {
      "type": "number"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪compare_companies(domains, fields)

Structured side-by-side of companies across fields (description, products, categories, funding, technology).

Input Schema

{
  "type": "object",
  "properties": {
    "domains": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "domains"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_usage

Your usage this billing period (read-only).

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded15 tools
verifiedversion not recorded15 tools