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Open Library

by io.github.pipeworx-io
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Server Details

Open Library MCP — Internet Archive's open book metadata

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-open-library
GitHub Stars
0
Server Listing
mcp-open-library
ChatGPT
–
Claude
–

TDQS

A4.1/5.0

Scored across 31 tools

Disambiguation4/5

Most tools have distinct purposes, but some overlap exists (e.g., multiple ask_pipeworx variants and several prediction market tools). Agents may struggle to choose between ask_pipeworx, ask_pipeworx_grounded, and deep_research, as well as among polymarket_arbitrage, polymarket_edges, and bet_research.

Naming Consistency3/5

Naming is somewhat consistent with snake_case, but lacks a uniform verb_noun pattern. Examples include 'ask_pipeworx', 'validate_claim', and 'polymarket_edges' vs 'polymarket_edge_tracker', mixing imperative verbs with descriptive nouns.

Tool Count3/5

With 31 tools covering diverse domains (data queries, prediction markets, company profiles, memory), the count is high. While each tool has a role, the server feels overstuffed and could benefit from splitting into specialized servers.

Completeness4/5

The tool surface covers a broad range of use cases: financial analysis, drug data, economics, prediction markets, memory, and subscriptions. Minor gaps exist (e.g., no direct SEC filing text search, no dedicated weather forecast tool), but most core workflows are supported.

Tool Schema Changelog

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

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