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Glama
decimal-labs

decimalai-mcp

Official
by decimal-labs
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DECIMAL_API_KEYNoOptional API key. Unlocks per-org enrichment (e.g. installed_as) on the same public endpoints.
DECIMAL_API_URLNoPoint at a self-hosted / local backend.https://api.decimal.ai

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": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_skillsA

Search the public DecimalAI skills registry.

Args: query: Keyword or natural-language query (hybrid keyword/semantic search). category: Optional category filter (e.g. "retrieval", "code-review"). sort: recommended (SkillScore v2, default) | lift | popular | top_rated | efficiency | rating | recent. limit: Max results (1-50).

get_skillA

Get one skill's full record: trust/safety-scan status, verified benchmark evidence (lift vs no-skill baseline), SkillScore, ratings, and the SKILL.md body.

Args: slug: The skill's url_slug from search results — NOT its name. A registry name may be namespaced (owner/skill), and a slash cannot survive a single URL path segment, so a namespaced name 404s here. url_slug is the slash-free identifier minted for exactly this (owner/skill -> owner-skill); for a plain un-namespaced name the two are identical. The skill's UUID id also works.

get_leaderboardA

Ranked skills leaderboard.

Args: sort: skill_score | biggest_improvement | efficiency | top_rated. category: Optional category filter (uses the registry's ranked browse view — the dedicated leaderboard endpoint is uncategorized). window_days: Ranking window in days (1-3650; ignored for skill_score). limit: Max entries (1-50).

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4.2/5.0

Scored across 3 tools

Disambiguation4/5

search_skills and get_leaderboard both return ranked skill lists and accept category/sort filters, so an agent could initially confuse them; however, search_skills is query-driven and get_leaderboard is browse-oriented, and get_skill is clearly a detail lookup.

Naming Consistency5/5

All tool names use the consistent verb_noun snake_case pattern (search_skills, get_skill, get_leaderboard), with clear and predictable prefixes.

Tool Count5/5

Three tools is a well-scoped size for a read-only registry client: search, detail retrieval, and leaderboard browsing. There are no redundant extras or missing essential operations.

Completeness5/5

The surface covers the full read-only discovery lifecycle: find skills via search or leaderboard, then fetch full skill records. There are no obvious dead ends for the stated registry purpose.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources