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  • A
    license
    A
    quality
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    maintenance
    MCP server exposing SPARQL query functionalities for LLMs, enabling query execution, validation, and graph exploration across SPARQL endpoints.
    7
    23 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.
    17
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server for Locus, a local semantic dataspace manager powered by Ollama. It exposes all Locus HTTP endpoints as MCP tools to manage dataspaces, ingest documents, and perform semantic search.
    11
    1
    -
  • A
    license
    C
    quality
    B
    maintenance
    Connects AI assistants and agents to Obsidian vaults through strongly typed tools and resources for reading, creating, searching, organizing, and analyzing notes, tasks, properties, tags, and knowledge-graph data. Supports secure remote access via stdio or Streamable HTTP/SSE with bearer authentication and path isolation.
    33
    3,565 npm
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Persistent graph-based memory for AI agents, stored as plain markdown — no vector DB. Typed nodes and 11 relation types via 5 MCP tools (search, get, create, link, related), stdio and HTTP/SSE transports.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Open-source MCP memory server for AI agents — persistent, searchable, tiered memory across sessions. Works over stdio (Cursor, Claude Desktop) or HTTP+SSE. MIT licensed.
    8
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaining persistent conversation memory. Provides extensible tool framework for various operations including echo functionality and conversation storage/retrieval.
    MIT
  • A
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    maintenance
    A FastAPI + FastMCP shared-memory gateway in front of Honcho v3 that provides a single shared brain for multiple AI agents to read from and write to, enabling context recall and change logging through bearer-authenticated endpoints.
    2
    MIT
  • A
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    quality
    D
    maintenance
    A remote MCP server that provides AI memory and personalization tools for Honcho, enabling LLM clients like Claude Desktop to manage workspaces, peers, sessions, and conclusions via HTTP SSE.
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Exposes a deterministic, centrality-aware GraphRAG retrieval planner as operator tools over stdio or SSE, letting agents index corpora, run seed-steerable multi-hop retrievals, resolve entities, inspect graph neighborhoods, and fetch documents. All responses come back in milliseconds with zero LLM calls in the query path, so the calling agent does the reasoning while the server handles hop-by-hop retrieval.
    28 PyPI
    2
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.
    5
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables personal memory management through tools to find people, get profiles, remember notes, and perform semantic search, integrated with Claude via SSE.
    430 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio, HTTP, or SSE transports, enabling AI assistants to read, write, search, and manage vault notes with 28+ built-in tools and CLI bridge integration.
    2
    PolyForm Noncommercial 1.0.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI harnesses to maintain a persistent memory layer backed by a local SQLite file, providing MCP tools to add, search, deprecate, and synchronize facts without deleting history.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI assistants to fully access and manage online Zotero libraries through 82 tools, including searching, reading, citing, organizing, and analyzing items, with optional previewed writes and support for stdio and Streamable HTTP/SSE transports.
    233 npm
    MIT