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Glama

Server Details

Document processing, data conversion, and web content APIs for AI agents. All tools are free via MCP. Also available as a paid x402 Agent API (Stellar XLM or Solana USDC, no API key required).

Tools: extract text from PDFs, merge PDFs, generate QR codes, convert CSV to/from JSON, count words/stats, and fetch + clean any public URL with Mozilla Readability.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

Tool Schema Changelog

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

  1. 7 tool updates
    • Addedanalyze_text
    • Addedcompare_versions
    • Addedcount_tokens_multi
    • Addeddetect_jargon
    • Addeddetect_pii
    • Addedfind_repetition
    • Addedtone_score
  2. 1 tool update
    • Addedget_arc_trading_signal
  3. 1 tool update
    • Addedprivate_execute_tool
  4. 8 tool updates
    • Addedchunk_text
    • Addeddiff_texts
    • Addedestimate_tokens
    • Addedextract_structured_data
    • Addedhash_text
    • Addedhtml_to_markdown
    • Addedlist_memories
    • Addedrun_regex
  5. 2 tool updates
    • Addedrecall_memory
    • Addedsave_memory
  6. 3 tool updates
    • Addedcreate_shareable_paste
    • Addedgenerate_pdf_from_text
    • Addedmarkdown_to_html
  7. 12 tool updates
    • First observedcount_words
    • First observedcsv_to_json
    • First observedexcel_to_json
    • First observedextract_docx_text
    • First observedextract_pdf_text
    • First observedgenerate_qr_code
    • First observedjson_to_csv
    • First observedmerge_pdfs
    • First observedocr_image
    • First observedread_url
    • First observedscrape_url_js
    • First observedtranscribe_audio

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TDQS

A4.2/5.0
Disambiguation5/5

Every tool has a clearly distinct purpose and detailed descriptions with trigger phrases, making it easy for an agent to select the right one. Overlap is minimal (e.g., count_words vs. analyze_text) but well-differentiated by scope.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., analyze_text, count_tokens_multi). No mixing of conventions, making the set predictable and easy to navigate.

Tool Count4/5

With 34 tools, the server is slightly above the typical 3-15 range, but the variety is justified by the broad scope of text/data processing, conversion, and analysis operations. It feels comprehensive rather than bloated.

Completeness5/5

The tool set covers a full lifecycle of text and data operations: reading files, converting formats, analyzing readability/tone/jargon, detecting PII, hashing, diffing, memory persistence, PDF generation, OCR, audio transcription, and even niche features like trading signals and private execution. No obvious gaps for the intended domain.

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