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  • A
    license
    A
    quality
    A
    maintenance
    Provides persistent identity and memory for AI agents across MCP-compatible harnesses, enabling agents to retain their name, values, and episodic memories between sessions regardless of the client or model.
    32
    5 npm
    1
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval over your personal vault with provenance-grade extraction. 8 tools for Claude Desktop including search, archaeology, and graph write.
    14
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables reading and writing a running Ableton Live session by creating MIDI, device chains, automation, and arrangement markers while verifying each write by reading it back. It also measures the user's own projects and library to answer with counts and evidence rather than guesses.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables agents to validate, render preview (PNG), and export OpenSCAD models to various formats using the openscad CLI.
    135 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A git-native decision journal that uses a local LLM to infer and store the rationale behind code changes, providing MCP tools for AI coding tools to query commit history.
    135 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude Desktop and compatible agents to search, read, add, update, and delete a locally stored, user-curated memory using hybrid retrieval with reranking and Qdrant. All processing runs locally without cloud services or API keys.
    9
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Routes multiple ChatGPT chats to allowlisted Git workspaces through a single MCP endpoint, and manages persistent Pi and Codex agent pools for coordinated, checkpointed work.
    13
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A thinking assistant MCP server that helps you reason through problems using structured frameworks like first principles and sequential thinking, starting wherever you are — clear, messy, or fragmentary.
    10 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP proxy server that intercepts large tabular tool results, ingests them into an embedded DuckDB, and provides a compact envelope with schema and query capabilities, enabling efficient cross-server data analysis.
    37 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Grants an agent a bounded view of the filesystem where each directory is declared explicitly with a role (reference, sourcecode, workspace) that caps operations to read, write, or delete, resolving every path through a single confinement and permission checkpoint. Common secrets such as .env, keys, and .git are filtered from both access and listings, and deletions only move files into a per-root trash instead of erasing them.
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to see the UI they just changed without flooding their context window, returning a structured text summary (console errors, failed requests, overflow, layout shifts, accessibility violations) plus small crops of only the regions that changed since the last capture. All output is fitted into a chosen token budget, with captures stored on disk and evicted automatically.
    7
    791 npm
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables users to fetch Zoom meeting summaries and write them into matching Obsidian 1:1 notes, with browser-based authentication and automatic session cookie management.
    5
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables interactive Python execution with a persistent IPython kernel through MCP, retaining namespace state and providing structured output logs for agent and tool integrations.
    8
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that lets an LLM client browse and curate posts from a hand-picked list of Instagram tattoo artists via Instagram's Business Discovery API.
    11
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants like Claude to interact with humans through intuitive GUI dialogs, supporting text input, choices, confirmations, and information displays.
    6
    22 PyPI
    163
    MIT