MCP server for 200+ developer utilities — discover and execute tools through a unified API.
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
execute_tool1 field 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"
+}get_tool_details1 field 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"
+}list_tools_catalog1 field 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"
+}execute_toolget_tool_detailslist_tools_catalogClaiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
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The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
}Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.
If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
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Feature your server to boost visibility and reach more users
To improve your MCP server's ranking:
Claim ownership of the server listing
Complete the server profile with an accurate description and thumbnail
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Keep tool definitions clear and complete to earn a high Tool Definition Quality Score (TDQS)
Route real usage through the Glama Gateway; more recorded successful server uses also improve the ranking
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
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The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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Add one secure layer between your agents and this server.
Each tool has a clearly distinct purpose: listing tools, getting details of a specific tool, and executing a tool. No overlap in functionality.
All tools follow a consistent verb_noun pattern (execute_tool, get_tool_details, list_tools_catalog), making the naming predictable.
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.
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.