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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
EXA_API_KEYNoAPI key for Exa live research. Optional; the app starts without it in demo mode.
OPENROUTER_API_KEYNoAPI key for OpenRouter model-backed chat. Optional; the app starts without it in demo mode.
FORGEPILOT_MCP_TOKENNoToken required for non-loopback HTTP server mode (remote MCP). Not required for the default loopback/local stdio mode.

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
forgepilot_healthB

Return the local ForgePilot runtime status. Read-only.

forgepilot_searchB

Search the web with Exa and return compact, untrusted highlights with source URLs.

forgepilot_chatC

Answer an integration question using optional Exa evidence through OpenRouter. Read-only.

forgepilot_generate_configB

Generate portable MCP client configuration snippets. Read-only.

forgepilot_create_artifactB

Create a timestamped, read-only integration run bundle with evidence, response, report, and SHA-256 manifest.

forgepilot_start_device_flowC

Create a consent-scoped Aitherium device-flow handoff for local inference, MCP, workspace, and LAN capabilities. No token is returned.

forgepilot_local_acceleration_planB

Inspect local aw* command/package presence and return the Bonsai model activation plan for Codex and Claude Code. Read-only.

forgepilot_create_shareable_packC

Scaffold a portable MCP + WebMCP + PWA agent tool pack with awnboard/awiam/awbac/awdit metadata.

forgepilot_create_connector_artifactB

Generate runnable Claude Code and Codex MCP configs plus bootstrap scripts for the current local checkout.

forgepilot_backend_switch_planB

Show the safe adk/awsettings plan for switching Claude Code to a provider such as DeepSeek Flash. Read-only.

forgepilot_community_bridge_planB

Show the safe ARC, awgym, awrelay, Relay, Forums, Spaces, and AwDesk connection plan. Read-only.

forgepilot_create_community_bridge_packC

Create a no-secrets community bridge artifact for ARC, awgym, awrelay, Relay, Spaces, and AwDesk.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.2/5.0

Scored across 12 tools

Disambiguation3/5

Several tools generate configs or artifacts (generate_config, create_connector_artifact, create_artifact, create_shareable_pack, create_community_bridge_pack) with overlapping 'create' verbs, and chat/search both use Exa, so misselection is possible despite descriptive text.

Naming Consistency4/5

All tools use the forgepilot_ snake_case prefix, but four tools are noun-phrase plans (local_acceleration_plan, backend_switch_plan, community_bridge_plan) while the rest use verb or verb_noun patterns, a minor deviation.

Tool Count5/5

12 tools is well within the ideal 3-15 range and each tool maps to a distinct ForgePilot integration task (health, search, config, artifacts, plans), so the count is appropriate.

Completeness3/5

The surface covers many one-way generation/planning tasks but lacks lifecycle operations: no list, get, update, or delete for artifacts/packs, and device flow has only a start tool with no completion/poll tool.

Maintenance

ActivityMaintained
ResponsivenessNo issues