Skip to main content
Glama

Server Details

MCP server for 200+ developer utilities — discover and execute tools through a unified API.

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.6/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: listing tools, getting details of a specific tool, and executing a tool. No overlap in functionality.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern (execute_tool, get_tool_details, list_tools_catalog), making the naming predictable.

Tool Count4/5

With 3 tools, the set is minimal but appropriate for a meta-utility server that provides discovery, specification, and execution. Could be slightly thin, but reasonable.

Completeness5/5

The server covers the full lifecycle: listing all available tools, retrieving detailed info for a specific tool, and executing a tool. No obvious gaps for its purpose.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • Changedexecute_tool1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "data": {
        +      "additionalProperties": false,
        +      "description": "Tool output data, present on success",
        +      "properties": {
        +        "input": {
        +          "description": "Original input provided to the tool",
        +          "type": "string"
        +        },
        +        "result": {
        +          "description": "Processed output from the tool; null for client-side tools",
        +          "type": [
        +            "string",
        +            "array",
        +            "null"
        +          ]
        +        }
        +      },
        +      "type": [
        +        "object",
        +        "null"
        +      ]
        +    },
        +    "message": {
        +      "description": "Error message when success is false",
        +      "type": [
        +        "string",
        +        "null"
        +      ]
        +    },
        +    "meta": {
        +      "additionalProperties": false,
        +      "description": "Tool metadata, present on success",
        +      "properties": {
        +        "note": {
        +          "description": "Present on client-side tools: indicates processing must be done in the browser",
        +          "type": [
        +            "string",
        +            "null"
        +          ]
        +        },
        +        "tier": {
        +          "description": "free or premium",
        +          "type": "string"
        +        },
        +        "tool": {
        +          "description": "Tool slug",
        +          "type": "string"
        +        }
        +      },
        +      "type": [
        +        "object",
        +        "null"
        +      ]
        +    },
        +    "status": {
        +      "description": "HTTP status code (200 on success, 422 on validation error)",
        +      "type": "integer"
        +    },
        +    "success": {
        +      "description": "Whether the tool executed successfully",
        +      "type": "boolean"
        +    }
        +  },
        +  "type": "object"
        +}
    • Changedget_tool_details1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "message": {
        +      "description": "Error message if the tool was not found",
        +      "type": [
        +        "string",
        +        "null"
        +      ]
        +    },
        +    "success": {
        +      "description": "Whether the tool was found",
        +      "type": "boolean"
        +    },
        +    "tool": {
        +      "additionalProperties": false,
        +      "description": "The tool definition, if found",
        +      "properties": {
        +        "category": {
        +          "description": "Category slug the tool belongs to",
        +          "type": "string"
        +        },
        +        "description": {
        +          "description": "One-line tool description",
        +          "type": "string"
        +        },
        +        "endpoint": {
        +          "properties": {
        +            "method": {
        +              "description": "HTTP method",
        +              "type": "string"
        +            },
        +            "path": {
        +              "description": "API endpoint path",
        +              "type": "string"
        +            }
        +          },
        +          "type": "object"
        +        },
        +        "icon": {
        +          "description": "Heroicon name",
        +          "type": [
        +            "string",
        +            "null"
        +          ]
        +        },
        +        "input_type": {
        +          "description": "textarea, file, code, or mixed",
        +          "type": "string"
        +        },
        +        "keywords": {
        +          "description": "Search keywords",
        +          "items": {
        +            "type": "string"
        +          },
        +          "type": "array"
        +        },
        +        "name": {
        +          "description": "Human-readable tool name",
        +          "type": "string"
        +        },
        +        "rate_limit": {
        +          "properties": {
        +            "anonymous": {
        +              "description": "Rate limit for unauthenticated users",
        +              "type": "integer"
        +            },
        +            "free": {
        +              "description": "Rate limit for free registered users",
        +              "type": "integer"
        +            },
        +            "premium": {
        +              "description": "Rate limit for premium subscribers",
        +              "type": "integer"
        +            }
        +          },
        +          "type": "object"
        +        },
        +        "request": {
        +          "properties": {
        +            "content_type": {
        +              "description": "Request content type",
        +              "type": "string"
        +            },
        +            "fields": {
        +              "description": "Request field definitions",
        +              "type": "object"
        +            },
        +            "required": {
        +              "properties": {
        +                "input": {
        +                  "description": "Whether the input field is required",
        +                  "type": "boolean"
        +                }
        +              },
        +              "type": "object"
        +            }
        +          },
        +          "type": "object"
        +        },
        +        "slug": {
        +          "description": "Tool URL slug",
        +          "type": "string"
        +        },
        +        "tier": {
        +          "description": "free or premium",
        +          "type": "string"
        +        },
        +        "type": {
        +          "description": "client, upload, or server",
        +          "type": "string"
        +        }
        +      },
        +      "type": [
        +        "object",
        +        "null"
        +      ]
        +    }
        +  },
        +  "type": "object"
        +}
    • Changedlist_tools_catalog1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "count": {
        +      "description": "Number of tools matching the applied filters",
        +      "type": "integer"
        +    },
        +    "generated_at": {
        +      "description": "ISO 8601 timestamp when the catalog was generated",
        +      "type": "string"
        +    },
        +    "tools": {
        +      "description": "List of matching tool definitions",
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "category": {
        +            "description": "Category slug the tool belongs to",
        +            "type": "string"
        +          },
        +          "description": {
        +            "description": "One-line tool description",
        +            "type": "string"
        +          },
        +          "input_type": {
        +            "description": "textarea, file, code, or mixed",
        +            "type": "string"
        +          },
        +          "keywords": {
        +            "description": "Search keywords",
        +            "items": {
        +              "type": "string"
        +            },
        +            "type": "array"
        +          },
        +          "name": {
        +            "description": "Human-readable tool name",
        +            "type": "string"
        +          },
        +          "slug": {
        +            "description": "Tool URL slug",
        +            "type": "string"
        +          },
        +          "tier": {
        +            "description": "free or premium",
        +            "type": "string"
        +          },
        +          "type": {
        +            "description": "client, upload, or server",
        +            "type": "string"
        +          }
        +        },
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "type": "object"
        +}
  2. 3 tool updates
    • First observedexecute_tool
    • First observedget_tool_details
    • First observedlist_tools_catalog

Related MCP Servers

  • A
    license
    A
    quality
    C
    maintenance
    Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.
    16
    9 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables tracking competitor websites, changelogs, blog feeds, and pricing pages with meaningful diffs, classification, and Markdown digests via MCP tools for listing, adding, removing competitors, running checks, and retrieving digests or changes.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Browse IndustryLens's published competitive-intelligence reports and head-to-head competitor comparisons from any AI agent — real, source-backed data.
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources