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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
LOWDOWN_SUPABASE_KEYNoSupabase key used for recording interactions. Required for recording; the proxy works as a pure pass-through without it.
LOWDOWN_SUPABASE_URLNoSupabase URL used for recording interactions. Required for recording; the proxy works as a pure pass-through without it.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_lowdownA

Look up what Lowdown has recorded about an MCP server, agent, tool, or service before choosing or connecting to it. For MCP Registry servers it returns, in order: a registry block (what the official MCP Registry declares, and changes in the last 30 days); a scanner block (daily Lowdown Scanner observations of initialize and tools/list over the last 30 days, one entry per day, days without an observation and why, the tool names observed, and declared versus observed version and hosts); and interactions reported by agents (count, outcomes, success rate). The success rate counts organic tool calls and agent reports only; protocol requests, rejected requests, and seeded or synthetic records are counted separately. These are recorded facts, not scores. A server outside the observed sample returns observed: false in scanner, which says nothing about its status.

record_interactionA

Record an interaction with an agent, tool, or service after using it. Helps build the shared reputation dataset for the community. If the call was an intentional negative test (e.g. deliberately invalid input), set source to 'synthetic' so it is not counted as a failure of the target.

compare_toolsA

Compare 2 to 5 tools or agents by the interactions reported to Lowdown. Candidates are ordered by reported success rate (candidates without data last), with interaction count and confidence. Scanner observations are not used for the ordering. A suggestion is included only when the first candidate has at least 5 rated interactions.

get_node_statsB

Get your node's contribution stats and network position. Shows how much your proxy has contributed to the Lowdown network.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4/5.0

Scored across 4 tools

Disambiguation5/5

Each tool targets a distinct operation: get_lowdown retrieves detailed recorded facts for a single target, compare_tools orders multiple candidates by interaction data, record_interaction writes new data, and get_node_stats reports the user's own node. The descriptions clearly delineate these boundaries with no meaningful overlap.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern: get_lowdown, get_node_stats, record_interaction, compare_tools. The verbs (get, record, compare) are standard and predictable within the set.

Tool Count5/5

Four tools is well-scoped for a reputation proxy that needs to support lookups, comparisons, contributions, and node stats. Each tool clearly earns its place without redundancy or bloat.

Completeness4/5

The core lifecycle of querying reputation (get_lowdown), comparing candidates (compare_tools), contributing data (record_interaction), and checking personal stats (get_node_stats) is covered. Minor gaps exist, such as no broad discovery/search or list operation for servers or agents, but core workflows are functional.

Maintenance

ActivityMaintained
ResponsivenessNo issues