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dump/mcp-servers

dump_mcp_servers
Read-only

Dataset download: $1 USDC via x402. Full MCP server directory dump (4,259 servers, JSON). Source awesome-mcp-servers (MIT).

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
rowsNo
countNo
licenseNo
sourcesNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / description
      Previous value: -"Inferred from a real response captured on 2026-10-24; extra fields may appear, null-valued fields are untyped."New value: +"Inferred from a real response captured on 2026-10-26; extra fields may appear, null-valued fields are untyped."
  2. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "description": "Inferred from a real response captured on 2026-10-24; extra fields may appear, null-valued fields are untyped.",
      +  "properties": {
      +    "count": {
      +      "type": [
      +        "number",
      +        "null"
      +      ]
      +    },
      +    "license": {
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "rows": {
      +      "items": {
      +        "properties": {
      +          "category": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "description": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "languages": {
      +            "items": {
      +              "type": [
      +                "string",
      +                "null"
      +              ]
      +            },
      +            "type": "array"
      +          },
      +          "name": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "official": {
      +            "type": [
      +              "boolean",
      +              "null"
      +            ]
      +          },
      +          "os": {
      +            "type": [
      +              "array",
      +              "null"
      +            ]
      +          },
      +          "scope": {
      +            "type": [
      +              "array",
      +              "null"
      +            ]
      +          },
      +          "url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "sources": {
      +      "items": {
      +        "properties": {
      +          "license": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "name": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "snapshot": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": "object"
      +}
  3. First observed

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint and openWorldHint, but the description adds something material those annotations do not: this call costs $1 USDC via x402, so the agent knows a payment/authorization step is involved before invoking. It also names the upstream source and MIT license, which is useful provenance for a bulk dataset. It does not explain how the payment negotiation is performed, which is the only remaining gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short clauses, perfectly front-loaded: price first, then scope, then provenance/license. Every fragment carries distinct information (cost, size, format, source, license) with no repetition of the name or title.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return shape, and it correctly covers the two things structured fields cannot convey: the $1 USDC x402 payment requirement and the exact dataset contents (4,259 servers from awesome-mcp-servers, MIT). Only the mechanics of the x402 payment handshake are unstated, a minor gap for a known protocol.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters and the schema is empty, so there is no parameter semantics to convey; the correct baseline for a 0-param tool applies. The description appropriately spends its words on scope and cost instead of nonexistent inputs.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific resource and scope: 'Full MCP server directory dump (4,259 servers, JSON)', which tells an agent exactly what payload it gets, including the record count and format. It implicitly distinguishes itself from the 'sample' siblings via 'Full', but never names mcp_servers or mcp_servers_sample, so differentiation is left to inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The word 'Full' plus the record count implies this is the bulk/complete option versus the sample siblings, and the $1 USDC price is disclosed up front so an agent can weigh cost. However, there is no explicit 'use this instead of X when Y' routing and no statement of prerequisites beyond the x402 mention.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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