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"An overview of knowledge graphs and their applications" matching MCP servers:

  • Knowledge MCP

    ggirardi1
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that acts as a knowledge engine for software projects, delivering relevant context at the start of a task and accumulating knowledge at its end through tools like start_task, context, finish_task, remember, and search, with a file-based source of truth and optional semantic retrieval via Graphiti/Neo4j.
    5

  • Local Knowledge MCP

    TuanLe-bk18
    A
    license
    -
    quality
    B
    maintenance
    A security-first, read-only MCP server that lets clients browse and read text, PDF, and XLSX files from an explicit allowlist of local folders, with strict path and secret protections.
    MIT

  • Knowledge Assistant MCP

    ManishaBose
    F
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to interact with local documents (PDF, Markdown, TXT) through tools for discovery, reading, extraction, summarization, comparison, keyword extraction, search, and analysis, ensuring privacy and offline capability.

  • Agent Knowledge MCP

    itshare4u
    A
    license
    A
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.
    27
    27
    MIT

  • RLM Knowledge Base

    cgaeking
    A
    license
    -
    quality
    A
    maintenance
    An MCP server that enables Claude Desktop to search and read local documents via full-text and fuzzy search, providing direct access to indexed files without chunking.
    MIT

  • Document Reading and Converter

    mffrydman
    F
    license
    -
    quality
    D
    maintenance
    Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.
    1

  • Changes Memory MCP

    formonkey
    A
    license
    A
    quality
    B
    maintenance
    A local MCP server that stores user-approved corrections, preferences, and reusable criteria in plain Markdown files, with separate global and project memory. It provides tools to list, search, and retrieve relevant criteria to help agents avoid repeating mistakes.
    8
    MIT

  • TheWeave: Memory for AI agents

    TheWeaveSC
    A
    license
    -
    quality
    A
    maintenance
    TheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.
    2
    Apache 2.0

  • duckcoop

    minsc-of-secrets
    A
    license
    -
    quality
    B
    maintenance
    MCP server for sandboxed, read-only SQL queries on CSV/Parquet/JSON files via DuckDB, limited to a specified directory.
    1
    MIT

  • KC AgentDock MCP

    ohaoz
    A
    license
    -
    quality
    C
    maintenance
    Combines KC Chat Panel session interaction with AgentDock computer control tools, enabling Cursor Cloud Agent to chat and operate the local machine via AgentDock.
    MIT

  • brain-mcp

    delian-research
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.
    9
    MIT