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AiPayGen — 65+ AI Tools as an MCP Server

Server Details

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
Damien829/aipaygen
GitHub Stars
2
Server Listing
aipaygen-mcp

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  2. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  3. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  4. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  5. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  6. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  7. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  8. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  9. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  10. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  11. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  12. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  13. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  14. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  15. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  16. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools
  17. 3 tool updates
    • Removedcompare_models
    • Removedestimate_cost
    • Removedsuggest_tools
  18. 3 tool updates
    • Addedcompare_models
    • Addedestimate_cost
    • Addedsuggest_tools

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TDQS

B3/5.0
Disambiguation2/5

Many tools have overlapping or ambiguous purposes, causing confusion. For example, 'extract_text' and 'extract_text_from_url' are nearly identical, while 'batch', 'chain_operations', and 'pipeline' all handle multi-step operations with unclear distinctions. Tools like 'analyze', 'research', and 'think' also cover similar analytical functions without clear boundaries.

Naming Consistency4/5

Most tools follow a consistent verb_noun or verb_adjective_noun pattern (e.g., 'analyze', 'extract_links', 'generate_uuid'), which aids readability. However, there are minor deviations like 'ask' (single verb), 'chat' (single noun), and 'rag' (acronym), slightly reducing consistency but not severely impacting usability.

Tool Count1/5

With 250 tools, the set is excessively large for any coherent server purpose, leading to overwhelming complexity and redundancy. This extreme count dilutes focus, making it difficult for agents to navigate or understand the server's scope, as it attempts to cover everything from AI research to utilities and financial operations without clear boundaries.

Completeness5/5

The tool surface is remarkably complete, covering a vast range of domains including AI processing, web scraping, data transformation, financial operations, agent management, and utilities. It provides extensive CRUD/lifecycle coverage for each area, such as agent creation/deletion, wallet management, and API interactions, with no apparent gaps that would hinder agent workflows.