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  • A
    license
    Not graded
    quality
    A
    maintenance
    A macOS-only local-private runtime that returns bounded cited evidence to external Agents via MCP, with optional Reply Runtime and WeChat source Provider.
    2
    Apache 2.0
  • F
    license
    Not graded
    quality
    F
    maintenance
    Enables AI coding tools to query a local index of documents, code, and crawled web pages using hybrid keyword and semantic search with re-ranking, plus knowledge graph, memory, and agent workflow tools. It also lets clients trigger source syncing and ingestion so context stays current.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving details from the Trove digital archive (National Library of Australia) using natural language queries or direct tool calls.
    211 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables users to search and analyze academic papers from multiple sources, fetch metadata and full text, and build structured outputs like literature maps and paper comparisons.
    57 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for Scotland's historic environment, providing tools to search, filter, count, and locate heritage sites, listed buildings, scheduled monuments, and properties in care using Historic Environment Scotland's open ArcGIS API. Supports natural language queries for castles, monuments, archaeological sites, and more, returning locations, details, and trove.scot links.
    1
    BSD Zero Clause
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve design references like screenshots and install commands for agentic UI research.
    12
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Indexes your repo's markdown into a canonical doc store, serving agents the single current doc per question via MCP to save tokens and keep all agents on the same source of truth.
    36 PyPI
    11
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    A machine-enforced workflow protocol for AI coding agents that eliminates false progress. Tasks require verifiable evidence to close, while decisions, assumptions, and open questions persist in a versioned reasoning graph for seamless agent handoffs. Designed to keep deep, long-running projects coherent across sessions, agents, and months.
    39
    30
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI coding agents to consult a project's Git-versioned Markdown knowledge base over local stdio — checking knowledge health, listing the catalog, searching topics, and reading guides before acting. Access stays read-only, so project guidance, decisions, and lessons learned remain shared with human teammates and traceable beside the code.
    4
    1
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.
    6
    151 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching for ICE detainee locations using AI-powered natural language queries, with support for bulk operations, multilingual searches, and legal report generation for families and legal representatives.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An open-source MCP server that makes your Obsidian vault accessible from any AI client with hybrid search, read/write, and graph analysis capabilities.
    6 npm
    22
    MIT