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Chat with AI and run tools instantly.
OSSInsight provides deep analytics and insights for open source projects on GitHub, powered by TiDB Cloud. Track trending repos, explore collections, analyze issue creators, pull request contributors, and stargazer demographics across countries and organizations.
Live probe refreshed Sep 18, 2026 · Endpoint host mcp.mcpbundles.com
Domain knowledge for OSS Insight — workflow patterns, data models, and gotchas for your AI agent.
OSSInsight provides deep analytics and insights for open source projects on GitHub, powered by TiDB Cloud. Track trending repos, explore collections, analyze issue creators, pull request contributors, and stargazer demographics across countries and organizations.
Ossinsight
Ossinsight Collection Ranking By Issues
ossinsight_collection_ranking_by_issuesRank repositories within a collection by issue activity growth. Returns each repo's current and past period issue growth, rank position, rank changes, and total issues. Issue activity indicates community engagement and adoption. Use this to see which repos in a category are generating the most community discussion. Common collection IDs: 10098=AI Agent Frameworks, 10076=LLM Tools, 10010=Artificial Intelligence, 10005=JavaScript Framework, 10004=Web Framework, 2=Open Source Database, 10003=Low Code, 10094=Vector Database, 10099=MCP Client.
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Try in chatConnect OSS Insight to any MCP client in minutes
Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
You’ll sign in to MCPBundles when your client connects.
https://mcp.mcpbundles.com/bundle/ossinsightSign in once, then chat here with saved access — one connection to many servers, with a history of what your AI ran.
Chat with AI and run tools instantly.
Browse all toolsOSSInsight provides deep analytics and insights for open source projects on GitHub, powered by TiDB Cloud. Track trending repos, explore collections, analyze issue creators, pull request contributors, and stargazer demographics across countries and organizations. It provides 18 tools that AI agents can use through the Model Context Protocol (MCP).
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/ossinsight. Authentication is handled automatically.
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OSS Insight provides 18 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.
OSS Insight uses open data APIs — no authentication required.
MCPBundles is an independent platform built on the open Model Context Protocol standard. Not affiliated with Anthropic PBC or Claude.
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