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Often set together with or instead of ANTHROPIC_API_KEY.","format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-21T19:42:01.524538Z","publishedAt":"2026-03-21T19:42:01.524538Z","updatedAt":"2026-03-21T19:42:01.524538Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"RAG MCP: PDFs, repos, YouTube, Discord, plain text. 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Often set together with or instead of ANTHROPIC_API_KEY.","format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-21T19:59:38.437484Z","publishedAt":"2026-03-21T19:59:38.437484Z","updatedAt":"2026-03-21T19:59:38.437484Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.","title":"PinRAG","repository":{"url":"https://github.com/ndjordjevic/pinrag","source":"github"},"version":"0.9.6","packages":[{"registryType":"pypi","identifier":"pinrag","version":"0.9.6","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"pinrag","type":"named","name":"--from"},{"value":"pinrag-mcp","type":"positional"}],"environmentVariables":[{"description":"Anthropic API key — required for the default LLM (Claude). Set PINRAG_LLM_PROVIDER=openai to use OpenAI instead.","isRequired":true,"format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"OpenAI API key — required for default embeddings. Also used when PINRAG_LLM_PROVIDER=openai.","isRequired":true,"format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-22T18:09:20.713042Z","publishedAt":"2026-03-22T18:09:20.713042Z","updatedAt":"2026-03-22T18:09:20.713042Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.","title":"PinRAG","repository":{"url":"https://github.com/ndjordjevic/pinrag","source":"github"},"version":"0.9.7","packages":[{"registryType":"pypi","identifier":"pinrag","version":"0.9.7","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"pinrag","type":"named","name":"--from"},{"value":"pinrag-mcp","type":"positional"}],"environmentVariables":[{"description":"Anthropic API key — required for the default LLM (Claude). 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Also used when PINRAG_LLM_PROVIDER=openai.","isRequired":true,"format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-22T18:25:53.201264Z","publishedAt":"2026-03-22T18:25:53.201264Z","updatedAt":"2026-03-22T18:25:53.201264Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.","title":"PinRAG","repository":{"url":"https://github.com/ndjordjevic/pinrag","source":"github"},"version":"0.9.8","packages":[{"registryType":"pypi","identifier":"pinrag","version":"0.9.8","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"pinrag","type":"named","name":"--from"},{"value":"pinrag-mcp","type":"positional"}],"environmentVariables":[{"description":"Anthropic API key — required for the default LLM (Claude). Set PINRAG_LLM_PROVIDER=openai to use OpenAI instead.","isRequired":true,"format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"OpenAI API key — required for default embeddings. Also used when PINRAG_LLM_PROVIDER=openai.","isRequired":true,"format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-22T18:46:34.409219Z","publishedAt":"2026-03-22T18:46:34.409219Z","updatedAt":"2026-03-22T18:46:34.409219Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.ndjordjevic/pinrag","description":"MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.","title":"PinRAG","repository":{"url":"https://github.com/ndjordjevic/pinrag","source":"github"},"version":"0.9.9","packages":[{"registryType":"pypi","identifier":"pinrag","version":"0.9.9","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"pinrag","type":"named","name":"--from"},{"value":"pinrag-mcp","type":"positional"}],"environmentVariables":[{"description":"Anthropic API key — required for the default LLM (Claude). Set PINRAG_LLM_PROVIDER=openai to use OpenAI instead.","isRequired":true,"format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"OpenAI API key — required for default embeddings. Also used when PINRAG_LLM_PROVIDER=openai.","isRequired":true,"format":"string","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).","format":"string","name":"PINRAG_PERSIST_DIR"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-03-22T19:14:24.693752Z","publishedAt":"2026-03-22T19:14:24.693752Z","updatedAt":"2026-03-22T19:14:24.693752Z","isLatest":false}}}],"metadata":{"count":26}}