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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.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

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.

100% free. Your data is private.
Tool DescriptionsA

Average 4.2/5 across 34 of 34 tools scored.

Server CoherenceA
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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