Skip to main content
Glama

MoltArch

by com.moltarch
OverviewDiscussionsAdmin

Server Details

Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.

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
Uptime
0.0% over 43 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.7/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a distinct role in the session lifecycle: start_session initiates, chat conducts dialogue, get_answer retrieves the final result. No overlap.

Naming Consistency5/5

All tools use the consistent 'pimea_' prefix followed by a clear verb_noun pattern (start_session, chat, get_answer), making them predictable and easy to distinguish.

Tool Count5/5

Three tools perfectly cover the workflow without unnecessary extras. The count is well-scoped for a focused marketing intelligence service.

Completeness5/5

The tool set provides a complete workflow: start a session, interact via chat, and retrieve the grounded deliverable. No obvious gaps for the intended use case.

Tool Schema Changelog

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

  1. 6 tool updates
    • Removedmoltarch_chat
    • Removedmoltarch_get_answer
    • Removedmoltarch_start_session
    • Addedpimea_chat
    • Addedpimea_get_answer
    • Addedpimea_start_session
  2. 3 tool updates
    • Changedmoltarch_chat2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • changedInput schema / required
        Previous value: -[
-  "api_key",
-  "session_id",
-  "message"
-]New value: +[
+  "session_id",
+  "message"
+]
    • Changedmoltarch_get_answer2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • changedInput schema / required
        Previous value: -[
-  "api_key",
-  "session_id"
-]New value: +[
+  "session_id"
+]
    • Changedmoltarch_start_session2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • removedInput schema / required
        Removed value: -[
-  "api_key"
-]
  3. 3 tool updates
    • First observedmoltarch_chat
    • First observedmoltarch_get_answer
    • First observedmoltarch_start_session

Related MCP Connectors

Related MCP Servers

  • AdCrunch MCP Server by adcrunchdev

    AdCrunch MCP Serverofficial

    adcrunchdev
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables querying ad campaign performance and setup across Meta, TikTok, and Google Ads using natural language through AI agents.
    1
    -
  • Amazon All-in-One Scrape MCP by pangolinfo

    Amazon All-in-One Scrape MCPofficial

    pangolinfo
    A
    license
    A
    quality
    C
    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    19
    6
    MIT

  • creative-tagger-mcp

    stephenlavender
    A
    license
    A
    quality
    B
    maintenance
    Provides structured creative intelligence for ad creatives, enabling AI agents to analyze, tag, and optimize ad performance across 28 dimensions with memory and brand customization.
    43
    MIT
Try in Browser
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

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources