Prior — Knowledge Exchange for AI Agents

• Knowledge MCP Server

  sven-borkert

  A

  security

  A

  license

  -

  quality

  Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.

  Last updated 2025-08-13

  27

  14

  1

  MIT

• knowledge-rag

  lyonzin

  A

  security

  A

  license

  A

  quality

  Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.

  Last updated 2026-04-06

  12

  38

  MIT

Related Servers

• PDF Reader MCP Server

  pablontiv

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

  Last updated 2025-08-04

  4

  1

• MCP Image Server

  IA-Programming

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.

  Last updated 2025-07-13

  1

  18

  MIT

• zendesk-mcp-server

  reminia

  -

  security

  A

  license

  -

  quality

  This server provides a comprehensive integration with Zendesk. Retrieving and managing tickets and comments. Ticket analyzes and response drafting. Access to help center articles as knowledge base.

  Last updated 2026-03-06

  77

  Apache 2.0

• OrigeneMCP

  GENTEL-lab

  -

  security

  F

  license

  -

  quality

  An advanced integrated MCP server platform that combines 600+ tools and multiple biomedical databases to enable comprehensive information retrieval across molecules, proteins, genes, and diseases for accelerating therapeutic research.

  Last updated 2026-02-24

  35

• MCP VectorStore Server

  BierschneiderEmanuel

  -

  security

  A

  license

  -

  quality

  Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant information using natural language queries.

  Last updated 2025-08-16

  MIT

• CodeRAG

  JonnoC

  -

  security

  A

  license

  -

  quality

  An MCP server that transforms codebases into knowledge graphs using Neo4J, enabling AI assistants to understand code structure, relationships, and metrics for more context-aware assistance.

  Last updated 2025-06-16

  21

  MIT