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@@ -3387,6 +3387,7 @@ Tools for conducting research, surveys, interviews, and data collection.
- [thevibepreneur/gapbase-mcp](https://github.com/thevibepreneur/gapbase-mcp) [![thevibepreneur/gapbase-mcp MCP server](https://glama.ai/mcp/servers/thevibepreneur/gapbase-mcp/badges/score.svg)](https://glama.ai/mcp/servers/thevibepreneur/gapbase-mcp) 📇 🏠 - Search a database of startup gaps by industry, role or keyword, each with the pain point, solution direction and a blueprint link. Works offline.
- [TheWhiteWater/tube-bridge](https://github.com/TheWhiteWater/tube-bridge) [![TheWhiteWater/tube-bridge MCP server](https://glama.ai/mcp/servers/TheWhiteWater/tube-bridge/badges/score.svg)](https://glama.ai/mcp/servers/TheWhiteWater/tube-bridge) 🐍 🏠 - Self-hosted YouTube research: video and channel search, transcripts, comments, playlists, timestamped frames and private local semantic corpora.
- [rnwkr7rscy-lang/fittin-mcp](https://github.com/rnwkr7rscy-lang/fittin-mcp) [![rnwkr7rscy-lang/fittin-mcp MCP server](https://glama.ai/mcp/servers/rnwkr7rscy-lang/fittin-mcp/badges/score.svg)](https://glama.ai/mcp/servers/rnwkr7rscy-lang/fittin-mcp) 🐍 ☁️ - Patent prior art search and startup IP analysis: clone risk scores, defensibility maps, patentable features and competitor patent landscapes.
- [Scormave/gramps-web-mcp](https://github.com/Scormave/gramps-web-mcp) [![Scormave/gramps-web-mcp MCP server](https://glama.ai/mcp/servers/Scormave/gramps-web-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Scormave/gramps-web-mcp) #️⃣ 🏠 🍎 🪟 🐧 - Gramps Web genealogy: search and edit family tree records, explore ancestors, descendants, relationships and timelines, and read media with privacy-aware previews. Includes a read-only mode and Claude Desktop bundles.
- [sh-patterson/legiscan-mcp](https://github.com/sh-patterson/legiscan-mcp) [![ggstefivzf MCP server](https://glama.ai/mcp/servers/ggstefivzf/badges/score.svg)](https://glama.ai/mcp/servers/ggstefivzf) 📇 ☁️ - Legislative data from all 50 US states and Congress via the LegiScan API: search bills, get full text, track votes and look up legislators.
- [SidneyBissoli/uis-mcp-server](https://github.com/SidneyBissoli/uis-mcp-server) [![SidneyBissoli/uis-mcp-server MCP server](https://glama.ai/mcp/servers/SidneyBissoli/uis-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/SidneyBissoli/uis-mcp-server) 📇 ☁️ 🏠 - UNESCO Institute for Statistics indicators on education, science, culture and communication by country, region and year, with provenance on every response.
- [smaniches/semantic-scholar-mcp](https://github.com/smaniches/semantic-scholar-mcp) [![smaniches/semantic-scholar-mcp MCP server](https://glama.ai/mcp/servers/smaniches/semantic-scholar-mcp/badges/score.svg)](https://glama.ai/mcp/servers/smaniches/semantic-scholar-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Semantic Scholar academic papers: search, paper and author retrieval, citation-graph traversal and recommendations.