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Merge pull request #12236 from Role1776/add-mcp-retrieval

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Add Role1776/mcp-retrieval to Search & Data Extraction
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Frank Fiegel
2026-09-07 00:28:03 -06:00
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@@ -3200,6 +3200,7 @@ Tools for conducting research, surveys, interviews, and data collection.
- [reflex-search/reflex](https://github.com/reflex-search/reflex) [![reflex-search/reflex MCP server](https://glama.ai/mcp/servers/reflex-search/reflex/badges/score.svg)](https://glama.ai/mcp/servers/reflex-search/reflex) 🦀 🏠 🍎 🪟 🐧 - Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages. - [reflex-search/reflex](https://github.com/reflex-search/reflex) [![reflex-search/reflex MCP server](https://glama.ai/mcp/servers/reflex-search/reflex/badges/score.svg)](https://glama.ai/mcp/servers/reflex-search/reflex) 🦀 🏠 🍎 🪟 🐧 - Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.
- [Rererr/amenbo](https://github.com/Rererr/amenbo) [![Rererr/amenbo MCP server](https://glama.ai/mcp/servers/Rererr/amenbo/badges/score.svg)](https://glama.ai/mcp/servers/Rererr/amenbo) 📇 🏠 - Japanese-web-native web fetching optimized for low target-site impact and token efficiency. Outline-first progressive disclosure, Shift_JIS/EUC-JP mojibake handling, PDF/CSV extraction, and polite crawling (robots.txt, rate limits, honest User-Agent). Install via `npx -y amenbo`. - [Rererr/amenbo](https://github.com/Rererr/amenbo) [![Rererr/amenbo MCP server](https://glama.ai/mcp/servers/Rererr/amenbo/badges/score.svg)](https://glama.ai/mcp/servers/Rererr/amenbo) 📇 🏠 - Japanese-web-native web fetching optimized for low target-site impact and token efficiency. Outline-first progressive disclosure, Shift_JIS/EUC-JP mojibake handling, PDF/CSV extraction, and polite crawling (robots.txt, rate limits, honest User-Agent). Install via `npx -y amenbo`.
- [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data. - [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
- [Role1776/mcp-retrieval](https://github.com/Role1776/mcp-retrieval) [![Role1776/mcp-retrieval MCP server](https://glama.ai/mcp/servers/@Role1776/mcp-retrieval/badges/score.svg)](https://glama.ai/mcp/servers/@Role1776/mcp-retrieval) 🏎️ 🏠 🍎 🪟 🐧 - Web search, image search, and page-to-Markdown scraping with no API keys: DuckDuckGo Lite for text, Bing Images for images, and a readability extractor for pages. Three read-only tools, stdio or streamable HTTP transport.
- [rubenayla/partle-mcp](https://github.com/rubenayla/partle-mcp) [![rubenayla/partle-mcp MCP server](https://glama.ai/mcp/servers/@rubenayla/partle/badges/score.svg)](https://glama.ai/mcp/servers/@rubenayla/partle) 🐍 ☁️ - Search products and stores in nearby physical stores. Find what you need locally instead of waiting for delivery. Remote MCP server (Streamable HTTP, no API key required). - [rubenayla/partle-mcp](https://github.com/rubenayla/partle-mcp) [![rubenayla/partle-mcp MCP server](https://glama.ai/mcp/servers/@rubenayla/partle/badges/score.svg)](https://glama.ai/mcp/servers/@rubenayla/partle) 🐍 ☁️ - Search products and stores in nearby physical stores. Find what you need locally instead of waiting for delivery. Remote MCP server (Streamable HTTP, no API key required).
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment. - [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [bartonguestier1725-collab/scout-mcp](https://github.com/bartonguestier1725-collab/scout-mcp) [![bartonguestier1725-collab/scout-mcp MCP server](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`. - [bartonguestier1725-collab/scout-mcp](https://github.com/bartonguestier1725-collab/scout-mcp) [![bartonguestier1725-collab/scout-mcp MCP server](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.