mcp-server and MCP
These are ecosystem siblings—Glean provides enterprise search/knowledge management API integration while Jina offers web scraping and retrieval capabilities, both serving as specialized data source connectors within the MCP server ecosystem rather than competing for the same use case.
About mcp-server
gleanwork/mcp-server
MCP server for Glean API integration
Implements a monorepo architecture with separate packages for server runtime and client configuration, deployable via npx or Docker. Provides tooling to configure the MCP server with popular MCP clients through the `@gleanwork/configure-mcp-server` package. Enables local execution of Glean API queries through the Model Context Protocol, connecting AI applications directly to Glean's enterprise search capabilities.
About MCP
jina-ai/MCP
Official Jina AI Remote MCP Server
Exposes 19 tools for web search, content extraction, academic research, and semantic operations via Jina's Reader, Embeddings, and Reranker APIs. Uses Streamable HTTP transport for remote MCP compatibility with Claude, LM Studio, and other clients, with optional stdio proxy support for older integrations. Includes server-side tool filtering via query parameters to reduce context window overhead by selectively registering only needed capabilities.
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