12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.
Glama MCP Gateway
Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.
Full call logging
Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.
Tool access control
Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
Managed credentials
Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.
Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Average 4.3/5 across 27 of 27 tools scored.
Most tools have distinct purposes, such as chunk_text for text splitting, count_words for text statistics, and extract_pdf_text for PDF extraction. However, some overlap exists between read_url and scrape_url_js (both for web content retrieval, though scrape_url_js handles JavaScript-heavy pages) and between csv_to_json and excel_to_json (both for tabular data conversion), which could cause minor confusion. Overall, descriptions help clarify differences, but a few tools have ambiguous boundaries.
Tool names follow a highly consistent snake_case verb_noun pattern throughout, such as chunk_text, count_words, create_shareable_paste, and extract_structured_data. All 27 tools adhere to this convention, with no deviations in style or structure, making them predictable and easy to parse for an agent.
With 27 tools, the count feels excessive for a general-purpose utility server, leading to potential cognitive overload and redundancy. While the tools cover diverse functions like text processing, file conversion, and web scraping, many could be consolidated (e.g., csv_to_json and excel_to_json) or omitted without losing core functionality. A more focused set of 10-15 tools would better suit the apparent scope.
The tool set provides comprehensive coverage for text and data processing, including extraction, conversion, analysis, and storage, with no major gaps in core workflows. However, minor gaps exist, such as lacking tools for direct editing of extracted data or advanced transformations beyond basic formats. The inclusion of memory management (save_memory, recall_memory) and niche tools like get_arc_trading_signal adds breadth but doesn't fully compensate for these omissions in the primary domain.
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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