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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.
Chat with AI and run tools instantly.
Browse all toolsDomain 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.
Rank repositories within a collection by issue activity growth. Returns each repo's current and past period issue growth, rank position, rank changes,...
Rank repositories within a collection by pull request activity growth. Returns each repo's current and past period PR growth, rank position, rank chan...
Rank repositories within a collection by star growth. Returns each repo's current and past period star growth, rank position, rank changes, and total ...
List the countries and regions where a repository's issue creators are located. Returns country_code (ISO 2-letter), issue_creators count, and percent...
Get the historical trend of issue creators over time for a GitHub repository. Returns date, cumulative issue_creators count, and new_in_period (net ne...
List the organizations that issue creators belong to for a GitHub repository. Returns org_name, issue_creators count, and percentage. Reveals which co...
List all repositories in a specific OSSInsight collection. Returns repo_id and repo_name for each repository in the collection. Use this to see which ...
List all available OSSInsight collections. Collections are curated groups of related GitHub repositories (e.g., 'JavaScript Framework', 'Database', 'L...
List currently hot/trending OSSInsight collections with their top repositories. Returns collection id, name, and embedded repo data including repo_id,...
List users who have created issues in a GitHub repository, with issue counts and first issue dates. Sortable by issue count, first activity date, or u...
List users who have created pull requests in a GitHub repository, with PR counts and first PR opened/merged dates. Sortable by PR count, first activit...
List trending GitHub repositories from OSSInsight, ranked by a composite score based on stars, forks, pull requests, and pushes. Filter by time period...
List the countries and regions where a repository's pull request creators are located. Returns country_code (ISO 2-letter), pull_request_creators coun...
Get the historical trend of pull request creators over time for a GitHub repository. Returns date, cumulative pull_request_creators count, and new_in_...
List the organizations that pull request creators belong to for a GitHub repository. Returns org_name, pull_request_creators count, and percentage. Re...
List the countries and regions where a repository's stargazers are located. Returns country_or_area code (ISO 2-letter), count, and percentage. Reveal...
Get the historical trend of stargazers over time for a GitHub repository. Returns date, cumulative stargazers count, and new_in_period (net new stars ...
List the organizations that a repository's stargazers belong to. Returns org_name, stargazers count, and percentage. Reveals which companies and organ...
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. 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.
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.
Connect OSS Insight to any MCP client in minutes
https://mcp.mcpbundles.com/bundle/ossinsightThe link prefills the Add custom connector dialog — you still review the values and click Add, then Connect to complete OAuth.
OSS Insight and paste the MCP URL into Remote MCP server URL.Custom connectors at claude.ai require a paid Claude plan (Pro, Max, Team, or Enterprise).
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